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ALEXANDER G. PARLOS, Sc.D., P.E. Professor of Mechanical Engineering CURRICULUM VITAE Department of Mechanical Engineering Texas A&M University College Station, Texas 77843-3123 (979) 862-2060 (phone) (979) 845-3081 (fax) [email protected] February 2013

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Page 1: ALEXANDER G. PARLOS, Sc.D., P.E. Professor of Mechanical ... · E-mail: parlos@verizon.net . ALEXANDER G. PARLOS _____ _____ 5 I. TEACHING ACTIVITIES 1. TEACHING EFFECTIVENESS The

ALEXANDER G. PARLOS, Sc.D., P.E. Professor of Mechanical Engineering

CURRICULUM VITAE

Department of Mechanical Engineering Texas A&M University

College Station, Texas 77843-3123 (979) 862-2060 (phone)

(979) 845-3081 (fax) [email protected]

February 2013

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TABLE OF CONTENTS

TITLE ……………………………………………………………………………………….. 1

PROFESSIONAL INTERESTS …………………………………………………………….. 1

WEB PAGES ……………………………………………………………………………….. 1

EDUCATION ……………………………………………………………………………….. 1

PROFESSIONAL REGISTRATION ……………………………………………………….. 1

ACADEMIC EXPERIENCE ……………………………………………………………….. 1

INDUSTRIAL EXPERIENCE ………………………………………………………….….. 2

HONORS AND AWARDS ………………………………………………………………... 2

BIOGRAPHICAL REFERENCES ………………………………………………………… 2

PROFESSIONAL SOCIETY MEMBERSHIP …………………………………………….. 3

SUMMARY OF PROFESSIONAL ACTIVITIES ………………………………………… 3

SUMMARY OF SPONSORED RESEARCH PROJECTS ……………………………….. 3

SUMMARY OF INTELLECTUAL PROPERTY …………………………………………. 3

SUMMARY OF CONTINUING EDUATION …………………………………………….. 3

SUMMARY OF GRADUATE STUDENTS DIRECTED ………………………………… 3

SUMMARY OF PUBLICATIONS ………………………………………………………... 3

OFFICE ADDRESS ………………………………………………………………………... 4

PERSONAL DATA ………………………………………………………………………... 4

I. TEACHING ACTIVITIES ……………………………………………………………... 5

I.1 TEACHING EFFECTIVENESS …………………………………………………….. 5 I.2 EDUCATIONAL DEVELOPMENT ………………………………………………... 7 I.3 COURSES TAUGHT ……………………………………………………………….. 11 I.4 STUDENT AND POST-DOC RESEARCH ADVISING …………………………… 30 I.5 GRADUATE STUDENT COMMITTEE MEMBERSHIP …………………………. 35

II. RESEARCH AND/OR DESIGN ACTIVITIES ……………………………………….. 39

II.1 MOST CITED JOURNAL PUBLICATIONS …………………………………………. 39 II.2 REFEREED JOURNAL PUBLICATIONS …………………………………………. 39 II.3 EDITED VOLUME CHAPTERS …………………………………………………… 42 II.4 PENDING REFEREED JOURNAL PUBLICATIONS …………………………….. 42 II.5 OTHER PUBLICATIONS (Invited and Regular Conference Publications, Technical Reports) ……………………………………………………………………………… 43 II.6 RESEARCH PROJECTS …………………………………………………………… 55 II.7 RESEARCH PROPOSALS …………………………………………………………. 58

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II.8 NEW DESIGN METHODS, TECHNIQUES, CONCEPTS DEVELOPED ……….. 65

III. SERVICE ACTIVITIES …………………………………………………………………. 69

III.1 PROFESSIONAL SERVICE ………………………………………………………… 69 III.2 UNIVERSITY AND COMMUNITY SERVICE …………………………………….. 70 III.3 MEMBERSHIP IN NATIONAL AND INTERNATIONAL EDITORIAL BOARDS 72

IV. PROFESSIONAL OUTREACH ………………………………………………………… 74

IV.1 CONTINUING EDUCATION/PROFESSIONAL DEVELOPMENT ………………. 74 IV.2 INVITED SEMINARS OR LECTURES ……………………………………………. 74 IV.3 REVIEW OF JOURNAL/CONFERENCE PAPERS AND/OR RESEARCH PROPOSALS ………………………………………………………………………… 76 IV.4 REVIEW OF BOOKS ………………………………………………………………. 77 IV.5 CONSULTING ………………………………………………………………………. 77 IV.6 OTHER PROFESSIONAL OUTREACH …………………………………………… 78

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ALEXANDER G. PARLOS Phone/Fax #: (979) 862-2060/845-3081

E-mail: [email protected] _____________________________________________________________________________________

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TITLE Professor of Mechanical Engineering (Joint appointments with Nuclear Engineering, and, by courtesy, Electrical Engineering)

PROFESSIONAL INTERESTS • Non-intrusive and Non-invasive Methods for Condition Monitoring, Assessment (Fault Diagnosis) and End-

of-life Prediction (Prognosis). • Non-intrusive and Non-invasive Methods for Energy Conversion Efficiency Assessment. • Distributed Sensor and Actuator Networks for Condition and Performance Monitoring. • Machine Learning and Pattern Recognition for Dynamic Estimation and Control. • Intelligent Control for Life Extension. • Adaptive Flow Control for Distributed Real-time Applications.

WEB PAGES http://meen-apps1.tamu.edu/FacultyProfiles/facultyinformation.asp?LastName=aparlos – Departmental http://parlos.tamu.edu – Personal

EDUCATION

Sc.D. Automatic Control and Systems Engineering, 1986. Massachusetts Institute of Technology, Cambridge, MA. S.M. Mechanical Engineering, 1985. Massachusetts Institute of Technology, Cambridge, MA. S.M. Nuclear Engineering, 1985. Massachusetts Institute of Technology, Cambridge, MA. S.B. Nuclear Engineering, 1983. Texas A&M University, College Station, TX.

PROFESSIONAL REGISTRATION

Registered PE, Texas License #72436. ACADEMIC EXPERIENCE

TEXAS A&M UNIVERSITY Professor, Department of Mechanical Engineering, 9/03-present. Associate Professor, Department of Mechanical Engineering, 9/99-8/03. Associate Professor, Department of Electrical Engineering, 9/95-8/03. Associate Professor, Department of Nuclear Engineering, 9/93-8/03. (On a leave of absence with ANN Engineering, Inc. from 1/1/95 through 8/31/95). Assistant Professor, Department of Nuclear Engineering, 7/87-8/93.

THE UNIVERSITY OF NEW MEXICO

Senior Research Associate, Department of Nuclear & Chemical Engineering, 10/86-6/87. MASSACHUSETTS INSTITUTE OF TECHNOLOGY

Research Assistant, Laboratory for Electromagnetic and Electronic Systems and Department of Nuclear Engineering, 2/85-6/86. Research Assistant, Heat Transfer Laboratory and Department of Mechanical Engineering, 3/84-1/85.

TEXAS A&M UNIVERSITY

Research Assistant, Department of Nuclear Engineering, 6/83-7/83. Research Assistant, Department of Nuclear Engineering, 8/82-12/82. Laboratory Worker, Nuclear Science Center, 1/82-7/82.

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INDUSTRIAL EXPERIENCE Vice President/CTO, VEROS Systems, Inc., Houston, TX, 11/07 – present. Co-Founder, VEROS Systems, Inc., Houston, TX, 9/01 – present. Engineering Consultant, TXU Energy, Dallas, TX, 5/04 – present. Chairman and Co-Founder, ORASIS Software, Inc., Austin, TX, 5/97-4/99. Engineering Consultant, Kevin Kennedy & Assoc., Inc., Murrysville, PA, 4/95-12/97. Engineering Consultant, Northrop-Grumman Corp., Bethpage, NY, 12/94-8/96. President, ANN Engineering, Inc., 8/92-4/97. Engineering Consultant, BDM International Inc., McLean, Virginia, 6/88-3/93. Senior Engineering Associate, Applied Physics, Inc., Alb., New Mexico, 3/90-8/91. Engineering Consultant, Netrologic, Inc., Dayton, Ohio, 2/91-12/92. Engineering Consultant, Jack Tills & Associates Inc., Albuquerque, NM., 10/86-6/87.

HONORS AND AWARDS Fellow, ASME, 2007 Alcoa Fellow, 2006 TEES Fellow, 2005 TEES Fellow, 2003 International Joint Conference on Neural Networks (IJCNN) Best Session Paper Award with O. T. Rais and A. F. Atiya, Washington, D.C., July 1999 NASA Technology Invention Award “A Dynamic Learning Algorithm for the Recurrent Multilayer Perceptron Neural Network with Global Feedback,” 1999 NASA Technology Invention Award “Condition Assessment and End-of-Life Prediction System for Electric Machines and Their Loads,” 1999 NASA Technology Invention Award “A Method for Adaptive Filtering in Complex Systems Using Recurrent Neural Networks,” 1999 American Institute for Aeronautics and Astronautics (AIAA) Best Presentation Award with J. W. Sunkel, AIAA Guidance, Navigation and Control Conference, Hilton Head, SC, August 1992 American Nuclear Society (ANS) Human Factors Division Best Paper Award with A. F. Atiya and K. T. Chong, ANS Summer Meeting, Orlando, FL, June 1991 Texas Engineering Experiment Station (TEES) Select Young Faculty Award, Texas A&M University, September 1990 Member, Tau Beta Pi, National Engineering Honor Society, since 1983 Member, Phi Kappa Phi, National Honor Society, since 1983 Member, Alpha Niu Sigma, National Nuclear Engineering Honor Society, since 1982 John and Muriel Landis-American Nuclear Society Fellowship 1982-83 University Spring Award, Texas A&M University, 1982-83 National Dean's Honor List 1981-83 Dean's Honor List, Texas A&M University, 1981-1983

BIOGRAPHICAL REFERENCES

Who’s Who in America; continuous since first appearance in 1996 Who’s Who in The World; continuous since first appearance in 1996 Who's Who in Science and Engineering; continuous since first appearance in 1996 Who’s Who in South and Southwest; continuous since first appearance in 1996 Who’s Who in American Education; continuous since first appearance in 1996 Who’s Who in Finance and Industry; continuous since first appearance in 1996 Asia/Pacific Who’s Who Men of Achievement Dictionary of International Biography 5000 Personalities of the World Outstanding People of the 20th Century

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Outstanding Scientists of the 20th Century Outstanding Intellectuals of the 20th Century Outstanding Scholars of the 20th Century International Man of the Year International Who’s Who of Information Technology International Directory of Distinguished Leadership Lexington Who’s Who

PROFESSIONAL SOCIETIES

American Society of Mechanical Engineers (Fellow) Institute of Electrical and Electronics Engineers (Senior Member) American Institute of Astronautics and Aeronautics (Senior Member) American Nuclear Society (Member) International Neural Networks Society (Member)

PROFESSIONAL ACTIVITIES

Associate Editor of the ASME Journal of Dynamic Systems, Measurements and Control Associate Editor of the IEEE Transactions on Neural Networks Associate Editor of the Journal of Control, Automation and Systems Chairman of the Technical Program Committee of the ANS Human Factors Division Member of the Executive Committee of the ANS Human Factors Division Reviewer to 37 Professional Journals, Government and Other Organizations Member of the technical program committee for over 20 national and international conferences Chair and co-chair to over 20 conference technical sessions

SPONSORED RESEARCH PROJECTS

In the period 1988-2012, 28 Funded Research Projects, Totaling Approximately $4.25M. INTELLECTUAL PROPERTY

5 U.S. Patents, 15 U.S. Patent Applications Pending, 20 invention disclosures. CONTINUING EDUCATION

43 Invited Presentations, Workshops and Seminars GRADUATE STUDENTS DIRECTED (PAST AND CURRENT)

20 Ph.D.; 38 M.S. PUBLICATIONS

52 Peer-Reviewed Journal Publications 3 Edited Volume Chapters 130 Conference Publications (17 Invited and 113 Contributed) 41 Technical Reports 1 Published Review 43 Invited Presentation/Seminars/Lectures 80 Other Presentations

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OFFICE ADDRESS Texas A&M University Mail Stop 3123 Department of Mechanical Engineering Engineering Physics Building, Room 116 College Station, Texas 77843-3123 Phone: (979) 862-2060 Fax: (979) 845-3081 E-mail: [email protected]

PERSONAL DATA

Citizenship: US Marital Status: Married, one child Address: PO Box 10535 College Station, Texas 77842 E-mail: [email protected]

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I. TEACHING ACTIVITIES

1. TEACHING EFFECTIVENESS

The main aspect of teaching effectiveness worth mentioning is in conjunction with the efforts to establish introductory and advanced level graduate courses of multidisciplinary nature which will allow increased interaction among the various departments within the College of Engineering and the University, in general. The first phase of establishing a set of multidisciplinary courses has been completed with NUEN 619/MEEN 652 Multivariable Control System Design, an advanced multivariable control system design course, attended primarily by Ph.D. and/or advanced M.S. students from a number of engineering departments. Thus far the course has been taught 9 times and it has been attended by graduate students from AERO, CHEN, CVEN, ELEN, MEEN, and NUEN. The contents of this course have been coordinated with MEEN 651 (a prerequisite to NUEN 619/MEEN 652), allowing students from all engineering departments specializing in control engineering to be exposed to state-of-the-art design techniques. In view of student and other faculty feedback, the approach used in teaching this course appears to have been very effective. The major thrust of the course is to teach students design of control systems using computer-aided-design (CAD) tools. Therefore, the course assignments consist entirely of extensive weekly design projects, and the course grade is based upon the student performance on these projects. No in-class exams are given because time constraints and the unavailability of in-class CAD tools do not allow one to test the students' true ability to complete control system designs for real-world systems with realistic specifications. A control system design project is a requirement for completion of the course. During the Spring '92 two new multidisciplinary courses have been introduced in cooperation with a number of faculty. A new course in Nuclear Propulsion has been offered jointly with the Aerospace Engineering Department, as a result of the renewed interest to reestablish U.S. technical capability in this technology. A mix of graduate and undergraduate students from the Aerospace and Nuclear Engineering Departments attended the course. Even though the Aerospace Engineering students had no background in nuclear systems and the Nuclear Engineering students had no background in orbital mechanics and propulsion, the goal had been to teach them certain system level aspects of nuclear propulsion allowing them to realize the boundaries of their specialties, while forcing them to interface with each other. The term project gave the students a great opportunity to learn communication among different disciplines. The student interest and encouragement for continued offering of the course has been significant. Additionally, a course in Neural Networks, jointly taught by the Electrical Engineering, Nuclear Engineering, and Mathematics Departments, has been offered. The course offers Masters and Ph.D. level students an introductory exposure to an area with explosive growth in the last few years. In its first offering the course attracted 20 students from a number of departments around the university. The term project gave students with and without engineering backgrounds the opportunity to work together in an area that combines biological, information processing, and electronics engineering backgrounds. The follow-on phase for this effort has been to establish graduate level courses of multidisciplinary nature in the area of System Model Identification and Neural Networks for Estimation and Control. The first of this courses (System Model Identification I dealing with linear dynamic system identification) has been offered for the first time in Fall ‘92 and it was attended by 12 students from AERO, CHEN, CVEN, ELEN, MEEN, and NUEN. The same course has been offered three additional times and it is now in the process of becoming a permanent course. It is hoped that the second course (System Model Identification II, dealing with nonlinear dynamic system identification) will be offered in the near future. As a result of major improvements in digital computer technology, the subject of empirical system modeling has became of utmost importance in a number of engineering disciplines requiring real-time applications, as well as in non-engineering disciplines such as social sciences. The main uses of system identification in engineering have been in signal processing, fault diagnosis and adaptive control.

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The second of this follow-on phase courses (Neural Networks for Intelligent Estimation and Control) has been offered for the first time in Fall ‘96 and it was attended by 16 students from AERO, CHEN, CVEN, ELEN, MEEN, and NUEN. The course is an introductory level exposure to the uses of artificial neural networks for nonlinear estimation (system identification, prediction, filtering, smoothing, parameter estimation) and control. Applications of neural networks to fault diagnosis are discussed and the students are expected to complete a term project. The course is being offered for the second time in the Fall ’98 attended by 12 students. Following is a summary table of the numerical student evaluations for Dr. Parlos, along with some selected comments from students. Tables for both before and after the Spring of 1998 are provided to reflect the changes in the Student Evaluation Forms.

Pre-Spring 1998 Evaluations Class Times

Taught Mean Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Q10

Graduate MEEN 652 4 4.98 4.97 4.92 4.89 4.92 4.86 4.55 4.71 4.82 4.95 5.00NUEN 618 3 4.64 4.70 4.49 4.49 4.79 4.51 4.62 4.62 4.55 4.69 4.60NUEN 610 1 3.80 3.30 3.80 4.20 3.70 4.00 4.10 3.20 3.60 3.80 3.80NUEN 689 2 4.84 4.84 4.84 4.67 4.84 4.67 4.84 4.00 4.67 4.84 4.84ELEN 689 3 4.57 4.74 4.42 4.46 4.82 4.78 4.73 4.62 4.58 4.50 4.57Undergraduate NUEN 404 2 3.79 4.12 4.22 3.68 3.94 3.40 3.71 3.56 3.79 3.95 3.63

Post-Spring 1998 Evaluations

Class Times Taught

Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Q10 Q11 Q12

Graduate MEEN 652 2 4.67 4.57 4.34 4.50 4.34 4.68 4.57 4.47 4.50 4.50 4.25 4.38MEEN 651 1 4.32 4.14 4.07 4.32 4.21 4.33 3.96 3.96 NA NA NA NANUEN 619 2 5.00 4.65 4.78 4.75 4.88 4.65 4.33 4.78 NA NA NA NANUEN 618 3 5.00 4.75 4.75 4.75 4.75 4.75 4.75 4.75 NA NA NA NANUEN 602 1 4.86 4.57 4.29 4.29 4.14 4.57 4.57 4.86 NA NA NA NANUEN 689 1 5.00 5.00 5.00 5.00 5.00 5.00 5.00 5.00 NA NA NA NAELEN 689 1 5.00 4.60 4.20 4.80 4.60 4.80 4.60 4.60 NA NA NA NAUndergraduate MEEN 411 2 4.38 4.16 4.07 4.16 4.23 4.08 3.89 4.14 3.96 3.91 3.70 3.57MEEN 364 1 4.29 4.29 4.12 4.29 4.47 4.24 4.00 4.29 4.29 4.06 3.88 3.82

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2. EDUCATIONAL DEVELOPMENT

NEW COURSE DEVELOPMENT

Course No. Title Taught MEEN364/ Dynamic Systems and Controls Fall 01 Spring 02 Summer 02 Fall 02 Spring 03 Spring 04 Spring 05 Fall 05 Spring 06 Fall 06 Fall 07 Fall 08

Fall 09 Fall 10 Fall 11 Fall 12

Description and Contributions of the Course: This course has replaced MEEN 335 as a Dynamic Systems and Controls course. The course consists of content regarding modeling of mechanical, electrical, electromechanical, thermal and hydraulic systems. The modeling concepts follow subject matter on sampling of signals and their impact on data acquisition. The second half of the course consists of concepts from analysis and design of simple feedback control systems. The course has a laboratory component that is intended to provide the students a hands-on understanding of concepts related to measurements in dynamic systems, limitations of models, control system analysis and design, and controller implementation on a digital computer. In the process of developing MEEN 364, a complete set of typed lectures notes, solved problems, handouts covering mathematical background, laboratory manual, tutorial material on the use of laboratory software, etc. has been prepared and is made available to all registered MEEN students through the Student Information Retrieval System (SIRS). The SIRS is available at the Mechanical Engineering Departmental server and the MEEN 364 course material which are in excess of 400 pages can be accessed through the following URL http:/parlos.tamu.edu/MEEN364/index.html Towards enhancing the effectiveness of the lectures related to the design of control systems, an effort is currently being planned to develop an “interactive design classroom” that will allow instructors to teach control system design related concepts through the use of interactive design software, such as MATLAB and Simulink. The College of Engineering at Texas A&M University and the Department of Mechanical Engineering have jointly made some resources available towards the development of this design classroom concept. NOTE: A separate binder is available that contains all relevant information regarding the material covered in MEEN 364 lectures and laboratory.

NUEN619/ Multivariable Control System Design Fall 88 MEEN652 Fall 89

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Spring 91 Spring 92 Spring 93 Spring 94 Spring 96 Spring 97 Spring 98 Spring 99 Spring 05 Spring 06 Spring 07 Spring 08

Spring 09 Spring 10 Spring 12

Description and Contributions of the Course: This course is intended to be an advanced level multivariable control system design course, emphasizing the state-of-the-art in design methods which make extensive use of computer-aided-control-system-design software. Hybrid (time and frequency domain) control system design methodologies are taught and students apply their acquired skills to realistic design projects. The main contribution of the course is to prepare Ph.D. and/or advanced M.S. level students for further research in the area of control engineering. NUEN689 Nuclear Propulsion Spring 92 (Joint with AERO) Fall 93 Description and Contributions of the Course: This course is intended to be an introduction to the field of nuclear rocket propulsion, appropriate for seniors and/or graduate students. Basic concepts from mission analysis, rocket propulsion, and space nuclear propulsion system design are reviewed. A number of currently proposed nuclear thermal and electric propulsion concepts are presented and their potential contributions to planned space exploration missions are analyzed. An in-depth treatment of recent technology developments in nuclear fuels and materials, energy conversion systems, heat rejection systems, and instrumentation and control concludes the course. NUEN689 Neural Networks: Theory and Spring 92 Applications (Joint with ELEN, MATH) Description and Contributions of the Course: This course is an advanced undergraduate and/or first year graduate course in neural networks. The main objective of the course is to teach the fundamentals of the neural networks technology from the biological, mathematical and engineering perspectives, as well as to expose the students to the interrelationships among the various components of this diverse field. The intent is to expose the students to the theoretical as well as the practical aspects of this explosively growing field and to prepare them for further learning on their own. NUEN689/ System Model Identification I Fall 92 ELEN689 Fall 94 Fall 95 Fall 97 Description and Contributions of the Course: This is an introductory graduate level course in system model identification (empirical modeling) aimed at exposing the students to the uses of empirical methods for modeling, estimation and control. The focus of the

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course is on the development and validation of models for systems and/or processes characterized by significantly uncertain phenomena. This is the first part of a two-course series, and it is exclusively within the bounds of linear system representations. The follow-on course will deal with nonlinear system identification. Primary emphasis is placed on the uses of the available algorithms, though some of the theoretical aspects of the various identification methods are covered. Strong emphasis is placed on projects dealing with the empirical modeling of processes using field data as opposed to simulated data. A model development and validation competition using student-developed software is planned, enabling students to become more creativity than when solving analytical problems. NUEN689/ Neural Networks for Intelligent Fall 96 ELEN689 Estimation and Control Fall 98 Description and Contributions of the Course: In contrast to a general survey course on neural networks and applications, the objectives of this course is to stress those aspects of neural networks architectures and learning algorithms which appear to have the highest potential of success in addressing problems dealing with dynamic estimation and control engineering. The foundations of such neural networks architectures and the associated learning algorithms will be covered, along with certain architectural design aspects of neural networks. The course will be a balance between rigorous treatment and engineering reality. Therefore, the “art” of designing working neural networks will be balanced by the existing body of knowledge on neural networks as it is applicable to dynamic estimation and control. This should be considered as a second graduate level course in neural networks computing algorithms, with the thrust of applications to nonlinear dynamic estimation and control system design. The need and usefulness of neural network computing algorithms will be motivated by first presenting the linear and the traditional nonlinear approaches to estimation and control of dynamic systems, followed by “neural solutions” to these problems. This will be accomplished by developing and applying algorithms for nonlinear estimation and control of systems and/or processes characterized by such complexity that linear algorithms or traditional nonlinear algorithms are not applicable and/or do not offer acceptable results. The last part of the course will deal with case studies in dynamic estimation and control engineering. COURSES UNDER DEVELOPMENT

Course No. Title To be Taught NUEN689/ System Model Identification II Not taught yet ELEN689 Description and Contributions of the Course: This is a graduate level course in nonlinear system model identification aimed at exposing the students to the uses of nonlinear empirical modeling methods. The focus of the course will be on the development and validation of nonlinear models for systems and/or processes characterized by poorly understood complex phenomena. This is the continuation of the course on linear system identification, and it will exclusively deal with nonlinear system representations. Primary emphasis will be placed on the uses of the available algorithms, as there is very little theoretical material of practical use to engineering students. A significant part of the course will be devoted to the study of real-world applications of model development and validation. Furthermore, the students will be required to make presentation of their literature search findings because most reported developments in nonlinear system identification have occurred in the very recent past.

COURSES SUBSTANTIALLY REVISED

Course No. Title Taught

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MEEN411 Digital Controls Spring 10 Spring 09

Spring 07 Spring 04 Fall 00 Fall 99 Description and Contributions of the Course: This is a senior technical elective course in digital controls. The new course contents contain both classical and modern control theory material with an emphasis on digital controls. An extensive set of lecture notes, solved problems, background math material notes have been generated and they are available on the web. All attempts have been made to upgrade some of the contents of the pervious version of MEEN 411 to include subject matter that is more aligned with the demands placed upon Mechanical Engineering graduates these days and the future needs of our discipline. The course has a design project that combines advanced dynamics, modeling, control system analysis, analog and digital design. The project is completely based on simulation tools. NUEN404 Nuclear Reactor Analysis Spring 88 Spring 90 Spring 91 Spring 93 Spring 94 Description and Contributions of the Course: This is the second junior level course in nuclear reactor analysis, dealing with aspects of neutronic design of nuclear reactors. The course has been substantially revised to include analysis and design methods currently used by industry and government organizations. Extensive programming has become part of this course allowing the students to develop and use analysis and design tools expected of engineers with undergraduate education. As a result of teaching NUEN 404 for a number of years, a manuscript has been prepared on the subject matter covered in the course which, given a couple of more iterations through the students taking the course, will be ready for publication. This appears necessary because the last relevant text, which is the official course textbook, was published in 1965.

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3. COURSES TAUGHT

A. GRADUATE

Course Title Hours Students Semester # Taught MEEN691 Research 54 6 Fall 12

B. Chu 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9 J. Fu 9

MEEN691 Research 35 6 Summer 12

B. Chu 2 Y. Li 6 T. Wang 6 G. Li 6 J. Qin 6 J. Fu 9

MEEN652 Multivariable 3 14 Spring 12 17 Control System Design MEEN691 Research 54 6 Spring 12

B. Chu 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9 J. Fu 9

MEEN691 Research 54 6 Fall 11

B. Chu 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9 J. Fu 9

MEEN691 Research 35 6 Summer 11 B. Chu 2 Y. Li 6 T. Wang 6 G. Li 6 J. Qin 6 J. Fu 9

MEEN691 Research 54 6 Spring 11 B. Chu 9 Y. Li 9

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T. Wang 9 G. Li 9 J. Qin 9 J. Fu 9

MEEN691 Research 45 5 Fall 10

B. Chu 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9

MEEN691 Research 26 5 Summer 10 B. Chu 2 Y. Li 6 T. Wang 6 G. Li 6 J. Qin 6

MEEN691 Research 54 6 Spring 10

B. Chu 9 D. Goodsell 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9

MEEN652 Multivariable 3 20 Spring 10 16 Control System Design MEEN691 Research 45 5 Fall 09

B. Chu 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9

MEEN691 Research 26 5 Summer 09 B. Chu 2 Y. Li 6 T. Wang 6 G. Li 6 J. Qin 6

MEEN691 Research 54 6 Spring 09

B. Chu 9 D. Goodsell 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9

MEEN652 Multivariable 3 22 Spring 09 15

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Control System Design MEEN691 Research 45 5 Fall 08

B. Chu 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9

MEEN691 Research 26 5 Summer 08

B. Chu 2 Y. Li 6 T. Wang 6 G. Li 6 J. Qin 6

MEEN691 Research 54 6 Spring 08

B. Chu 9 D. Goodsell 9 Y. Li 9 T. Wang 9 G. Li 9 J. Qin 9

MEEN652 Multivariable 3 5 Spring 08 14 Control System Design MEEN691 Research 18 5 Fall 07

B. Chu 2 Y. Li 4 D. Goodsell 4 D. Lim 4 J. Quin 4

MEEN691 Research 10 3 Summer 07

B. Chu 2 D. Goodsell 4 D. Lim 4

MEEN691 Research 45 5 Spring 07

P. Harihara 9 A. Bhattacharya 9 L. Wang 9 B. Chu 9 D. Goodsell 9

MEEN652 Multivariable 3 11 Spring 07 13 Control System Design

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MEEN691 Research 46 6 Fall 06 P. Harihara 9 A. Bhattacharya 9 D. Ye 1 L. Wang 9 B. Chu 9 D. Goodsell 9

MEEN691 Research 10 3 Summer 06

B. Chu 2 D. Goodsell 4 J-W. Choi 4

MEEN652 Multivariable 3 13 Spring 06 12 Control System Design MEEN691 Research 34 7 Spring 06

P. Harihara 6 A. Bhattacharya 6 D. Ye 6 L. Wang 6 B. Chu 2 D. Goodsell 4 J-W. Choi 4

MEEN691 Research 40 8 Fall 05

P. Harihara 6 A. Bhattacharya 6 D. Ye 6 L. Wang 6 M. Kommaraju 6 B. Chu 2 D. Goodsell 4 J-W. Choi 4

MEEN691 Research 40 8 Summer 05

P. Harihara 6 A. Bhattacharya 6 D. Ye 6 L. Wang 6 M. Kommaraju 6 B. Chu 2 D. Goodsell 4 J-W. Choi 4

MEEN691 Research 60 10 Spring 05

A. Bhattacharya 6 Y. J. Chang 3 J.-W. Choi 3 B. Chu 2 P. Harihara 6

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M. Kommaraju 6 Y. Na 3 Y. Shukla 1 L. Wang 6 D. Ye 6

MEEN652 Multivariable 3 8 Spring 05 11 Control System Design MEEN651 Control System 3 18 Fall 04 3 Design MEEN691 Research 60 15 Fall 04

R. Bade 1 A. Bhattacharya 6 S. Bhoite 1 Y. J. Chang 3 J.-W. Choi 3 B. Chu 2 P. Harihara 6 M. Kommaraju 6 Y. Na 3 Y. Shukla 1 S. Tapar 9 V. Khariwal 1 L. Wang 6 J. Yang 6 D. Ye 6

MEEN691 Research 36 11 Summer 04

P. Harihara 6 A. Bhattacharya 6 V. Khariwal 1 D. Ye 6 D. Gupta 1 L. Wang 6 S. Bhoite 1 R. Bade 1 J. Yang 6 M. Kommaraju 6 B. Chu 2

MEEN651 Control System 3 8 Summer 04 2 Design MEEN691 Research 26 13 Spring 04

P. Harihara 6 A. Bhattacharya 6 S. Doddi 12 T. Konstantinou 1 V. Khariwal 1

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D. Ye 1 D. Gupta 1 L. Wang 1 S. Bhoite 1 R. Bade 1 J. W. Lee 1 J. Yang 1 M. Kommaraju 1

MEEN651 Control System 3 31 Fall 03 1 Design MEEN691 Research 26 13 Fall 03

P. Harihara 6 A. Bhattacharya 6 S. Doddi 12 T. Konstantinou 1 V. Khariwal 1 D. Ye 1 D. Gupta 1 L. Wang 1 S. Bhoite 1 H. Pal 1 R. Bade 1 A. Venegupal 1 J. W. Lee 1

MEEN691 Research 26 11 Summer 03

P. Harihara 6 A. Bhattacharya 6 T. Konstantinou 1 V. Khariwal 1 D. Ye 1 D. Gupta 1 L. Wang 1 S. Bhoite 1 H. Pal 1 R. Bade 1 A. Venegupal 1

MEEN691 Research 28 13 Spring 03

P. Harihara 6 A. Bhattacharya 6 S. Doddi 1 T. Konstantinou 1 V. Khariwal 1 J.-W. Lee 6 D. Ye 1 D. Gupta 1 L. Wang 1 S. Bhoite 1 H. Pal 1

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R. Bade 1 A. Venegupal 1

MEEN691 Research 36 15 Fall 02 P. Harihara 6 A. Bhattacharya 6 J. McFatter 2 J. Mangan 6 S. Doddi 1 T. Konstantinou 1 V. Khariwal 1 J.-W. Lee 6 D. Ye 1 D. Gupta 1 L. Wang 1 S. Bhoite 1 H. Pal 1 R. Bade 1 A. Venegupal 1

MEEN691 Research 29 8 Summer 02 P. Harihara 6 A. Bhattacharya 6 J. McFatter 2 J. Mangan 6 S. Doddi 1 T. Konstantinou 1 V. Khariwal 1 J.-W. Lee 6

MEEN691 Research 23 7 Spring 02 P. Harihara 6 A. Bhattacharya 6 J. McFatter 2 J. Mangan 6 S. Doddi 1 T. Konstantinou 1 V. Khariwal 1

MEEN691 Research 44 10 Fall 01 P. Harihara 6 Vijay Alladi 6 A. Mohamed 6 A. Bhattacharya 6 J. McFatter 2 J. Mangan 6 S. Doddi 1 A. Venugopal 1 T. Konstantinou 1 V. Khariwal 1

MEEN691 Research 38 8 Summer 01

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P. Harihara 6 Vijay Alladi 6 A. Mohamed 6 A. Bhattacharya 6 J. McFatter 6 J. Mangan 6 S. Doddi 1 A. Venugopal 1

MEEN691 Research 30 8 Spring 01 H. Kim 1

P. Harihara 6 Vijay Alladi 6 A. Mohamed 6 A. Bhattacharya 6 J. McFatter 2 S. Doddi 1 A. Venugopal 1

MEEN691 Research 44 7 Fall 00 H. Kim 9 R. Bharadwaj 9

P. Harihara 6 Vijay Alladi 6 A. Mohamed 6 A. Bhattacharya 6 J. McFatter 2

NUEN618 Nuclear Control 3 9 Fall 00 6 Systems MEEN691 Research 42 6 Summer 00 H. Kim 9 R. Bharadwaj 9

P. Harihara 6 Vijay Alladi 6 A. Mohamed 6 A. Bhattacharya 6

MEEN691 Research 22 6 Spring 00 H. Kim 9 R. Bharadwaj 9

P. Harihara 1 Vijay Alladi 1 A. Mohamed 1 A. Bhattacharya 1

NUEN619/ Multivariable 3 13 Spring 00 10 MEEN652 Control System Design MEEN651 Control System 3 30 Fall 99 0

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Design MEEN691 Research 14 2 Fall 99 H. Kim 6 R. Bharadwaj 8 NUEN691 Research 14 2 Summer 99 H. Kim 6 R. Bharadwaj 8 NUEN619/ Multivariable 3 6 Spring 99 9 MEEN652 Control System Design NUEN691 Research 18 2 Spring 99 H. Kim 9 R. Bharadwaj 9 NUEN689/ Neural Net. 3 12 Fall 98 1 ELEN689 Int. Est. & Control NUEN618 Nuclear Control 3 2 Fall 98 5 Systems NUEN691 Research 21 2 Fall 98 H. Kim 12 R. Bharadwaj 9 NUEN691 Research 12 2 Summer 98 H. Kim 6 R. Bharadwaj 6 NUEN602 Nuclear 3 9 Spring 98 0 Reactor Analysis NUEN619/ Multivariable 3 15 Spring 98 8 MEEN652 Control System Design NUEN691 Research 15 2 Spring 98 H. Kim 9 R. Bharadwaj 6 NUEN685 Problems 21 7 Fall 97 3 NUEN691 Research 15 3 Fall 97 H. Kim 6 E. Oufi 1 R. Bharadwaj 3 NUEN691 Research 10 3 Summer 97

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H. Kim 6 E. Oufi 1 R. Bharadwaj 3 NUEN619/ Multivariable 3 12 Spring 97 7 MEEN652 Control System Design NUEN691 Research 22 5 Spring 97 H. Kim 6 R. Williams 9 E. Oufi 3 R. Bharadwaj 3 W. Cain 1 NUEN691 Research 20 5 Fall 96 H. Kim 6 R. Williams 9 E. Oufi 3 R. Bharadwaj 1 W. Cain 1 NUEN689/ Neural Net. 3 16 Fall 96 0 ELEN689 Int. Est. & Control NUEN618 Nuclear Control 3 6 Fall 96 4 Systems NUEN691 Research 24 4 Summer 96 S. K. Menon 6 H. Kim 6 R. Williams 10 E. Oufi 2 NUEN619/ Multivariable 3 13 Spring 96 6 MEEN652 Control System Design NUEN691 Research 28 5 Spring 96 S. K. Menon 12 H. Kim 3 W. Cain 1 R. Williams 10 E. Oufi 2 NUEN691 Research 22 5 Fall 95 S. K. Menon 6 H. Kim 3 W. Cain 1 R. Williams 10 E. Oufi 2

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NUEN689/ System Model 4 5 Fall 95 2 ELEN689 Identification I NUEN618 Nuclear Control 3 6 Fall 95 3 Systems NUEN691 Research 22 5 Summer 95 S. K. Menon 6 O. T. Rais 3 W. Cain 1 R. Williams 10 E. Oufi 2 NUEN691 Research 27 8 Spring 95 S. K. Menon 6 S. Parthasarathy 1 O. T. Rais 9 W. J. Shelton 1 W. Cain 1 R. Williams 5 E. Oufi 3 A. Moises 1 NUEN610 Design of 4 14 Fall 94 2 Nuclear Reactors (jointly taught with Y. A. Hassan, NUEN) NUEN689/ System Model 4 13 Fall 94 1 ELEN689 Identification I NUEN691 Research 56 8 Fall 94 S. K. Menon 9 S. Parthasarathy 1 O. T. Rais 12 W. J. Shelton 15 A. Velasquez 15 R. Williams 2 E. Oufi 1 M. Abraham 1 NUEN691 Research 37 6 Summer 94 S. K. Menon 6 O. T. Rais 6 W. J. Shelton 6 A. Velasquez 6 W. Cain 1 R. Williams 12 NUEN619/ Multivariable 3 9 Spring 94 5 MEEN652 Control System Design

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NUEN691 Research 53 8 Spring 94 S. K. Menon 9 J. Muthusami 2 S. Parthasarathy 1 O. T. Rais 9 W. J. Shelton 15 A. Velasquez 8 W. Cain 1 R. Williams 8 NUEN691 Research 45 7 Fall 93 S. K. Menon 12 S. Parthasarathy 1 O. T. Rais 8 W. J. Shelton 15 A. Velasquez 6 W. Cain 1 R. Williams 2 NUEN618 Nuclear Control 3 9 Fall 93 2 Systems NUEN689 Special Topics 3 5 Fall 93 1 on Nuclear Propulsion (jointly taught with Dr. John Alred (AERO)) NUEN691 Research 30 7 Summer 93 S. K. Menon 6 S. Parthasarathy 2 O. T. Rais 6 W. J. Shelton 6 A. Velasquez 6 W. Cain 2 R. Williams 2 NUEN619/ Multivariable 3 9 Spring 93 4 MEEN652 Control System Design NUEN691 Research 57 8 Spring 93 S. K. Menon 8 J. Muthusami 1 F. O. Onbasioglu 1 S. Parthasarathy 11 O. T. Rais 11 W. J. Shelton 11 A. Velasquez 8 W. Cain 4 S. K. Lee 2 NUEN689 System Model 4 12 Fall 92 0 Identification I

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NUEN691 Research 53 8 Fall 92 K. T. Chong 9 S. K. Menon 7 J. Muthusami 1 F. O. Onbasioglu 7 S. Parthasarathy 7 O. T. Rais 3 W. J. Shelton 7 A. Velasquez 12 NUEN685 Special Problems 3 2 Fall 92 S. K. Lee 1 H. T. Kim 2 NUEN691 Research 47 9 Summer 92 K. T. Chong 6 H. T. Kim 2 S. K. Menon 6 J. Muthusami 4 F. O. Onbasioglu 6 S. Parthasarathy 6 O. T. Rais 6 W. J. Shelton 2 A. Velasquez 9 NUEN619/ Multivariable 3 9 Spring 92 3 MEEN652 Control System Design NUEN689/ Special Topics 3 4 Spring 92 0 AERO689 on Nuclear Propulsion (jointly taught with Dr. John Alred (AERO)) NUEN689/ Special Topics 4 20 Spring 92 0 ELEN689 on Neural Networks: Theory and Applications (jointly taught with Dr. Edgar Sanchez- Sinencio (ELEN), Dr. David Barrow (MATH), and Dr. Bill Klemm (VTAN)) NUEN691 Research 69 11 Spring 92 W. D. Cain 4 K. T. Chong 9 H. T. Kim 5 T. N. Lu 1 S. K. Menon 6 J. Muthusami 5 F. O. Onbasioglu 8 S. Parthasarathy 9 O. T. Rais 8 W. J. Shelton 6 A. Velasquez 8 NUEN691 Research 58 9 Fall 91 K. T. Chong 9 T. N. Lu 4

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S. K. Menon 1 J. Muthusami 9 F. O. Onbasioglu 4 S. Parthasarathy 3 O. T. Rais 11 W. J. Shelton 3 A. Velasquez 14 NUEN685 Special Problems 3 1 Fall 91 H. T. Kim 3 NUEN691 Research 43 8 Summer 91 W. D. Cain 3 K. T. Chong 6 S. K. Menon 6 J. Muthusami 5 F. O. Onbasioglu 6 S. Parthasarathy 3 O. T. Rais 6 A. Velasquez 6 NUEN685 Special Problems 3 1 Summer 91 H. T. Kim 3 NUEN619/ Multivariable 3 8 Spring 91 2 MEEN652 Control System Design NUEN691 Research 23 7 Spring 91 K. T. Chong 9 S. K. Menon 1 J. Muthusami 5 F. O. Onbasioglu 2 S. Parthasarathy 3 O. T. Rais 2 A. Velasquez 1 NUEN618 Nuclear Control 3 9 Fall 90 1 Systems NUEN691 Research 13 4 Fall 90 K. T. Chong 7 S. K. Menon 3 J. Muthusami 2 A. Velasquez 1 NUEN691 Research 22 5 Summer 90 K. T. Chong 3 R. L. Frymire 6 S. K. Menon 6 J. Muthusami 1 A. Velasquez 6

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NUEN691 Research 16 5 Spring 90 R. L. Frymire 1 C. N. Hwang 4 S. K. Menon 5 M. Sengupta 1 A. Velasquez 5 NUEN689 Multivariable 3 5 Fall 89 1 Control System Design NUEN691 Research 19 6 Fall 89 D. H. Bajpai 1 R. L. Frymire 2 C. N. Hwang 4 S. K. Menon 2 M. Sengupta 2 A. Velasquez 8 NUEN610 Design of 4 17 Summer 89 1 Nuclear Reactors (jointly taught with T. A. Parish and Y. A. Hassan, NUEN) NUEN691 Research 31 7 Summer 89 D. H. Bajpai 6 R. L. Frymire 2 S. A. Hoeckley 3 C. N. Hwang 3 S. K. Menon 3 M. Sengupta 8 X. Wang 6 NUEN685 Special Problems 3 1 Spring 89 A. Velasquez 3 NUEN691 Research 21 5 Spring 89 S. A. Hoeckley 3 C. N. Hwang 4 R. Keil 5 S. K. Menon 6 A. Velasquez 3 NUEN618 Nuclear Control 3 8 Fall 88 0 Systems NUEN689 Multivariable 3 14 Fall 88 0 Control System Design (jointly taught with S. Jayasuriya (MEEN)) NUEN691 Research 6 3 Fall 88 S. A. Hoeckley 1 C. N. Hwang 2

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R. Keil 3 NUEN610 Design of 4 19 Summer 88 0 Nuclear Reactors (jointly taught with F. R. Best, Y. A. Hassan and B. Nassersharif, NUEN) NUEN685 Special Problems 4 2 Summer 88 R. Keil 2 I. Vincendon 2 NUEN691 Research 11 3 Summer 88 S. A. Hoeckley 6 C. N. Hwang 3 R. Keil 2 NUEN691 Research 6 2 Spring 88 S. A. Hoeckley 5 I. Vincendon 1 NUEN601 Nuclear Reactor 3 16 Fall 87 0 Theory NOTE: The research credit hours for graduate students during certain semesters seem excessive. The reason lies on the minimum number of credit hours (12) required for research assistants to qualify for full time student status. Currently, the number of required hours has been reduced to 9 and 6 for the (spring, fall) and summer semesters. B. UNDERGRADUATE

Course Title Hours Students Semester # Taught MEEN364 Dynamic Systems 3 105 Fall 12 14 and Controls MEEN404 Engineering 3 18 Summer 12 5 Laboratory MEEN404 Engineering 3 24 Spring 12 4 Laboratory MEEN364 Dynamic Systems 3 108 Fall 11 13 and Controls MEEN404 Engineering 3 41 Spring 11 3 Laboratory MEEN364 Dynamic Systems 3 107 Fall 10 12 and Controls MEEN411 Mechanical 3 9 Spring 10 5 Controls MEEN364 Dynamic Systems 3 107 Fall 09 11

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and Controls MEEN411 Mechanical 3 7 Spring 09 4 Controls MEEN364 Dynamic Systems 3 77 Fall 08 10 and Controls MEEN404 Engineering 3 16 Spring 08 2 Laboratory MEEN364 Dynamic Systems 3 87 Fall 07 9 and Controls MEEN221 Statics & 1 38 Summer 07 0 Particle Dynamics MEEN411 Mechanical 3 13 Spring 07 3 Controls MEEN364 Dynamic Systems 3 48 Fall 06 8 and Controls MEEN404 Engineering 3 18 Summer 06 1 Laboratory MEEN364 Dynamic Systems 3 45 Spring 06 7 and Controls MEEN364 Dynamic Systems 3 51 Fall 05 6 and Controls MEEN404 Engineering 3 17 Summer 05 0 Laboratory MEEN364 Dynamic Systems 3 53 Spring 05 5 and Controls MEEN411 Mechanical 3 13 Spring 04 2 Controls MEEN364 Dynamic Systems 3 58 Spring 04 4 and Controls MEEN485H Special Problems 3 1 Spring 04 C. Stewart MEEN485H Special Problems 3 1 Fall 03 C. Stewart MEEN485H Special Problems 3 1 Spring 03 R. Turner

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MEEN364 Dynamic Systems 3 46 Spring 03 4 and Controls MEEN485H Special Problems 3 1 Fall 02 R. Turner 3 MEEN364 Dynamic Systems 3 85 Fall 02 3 and Controls MEEN364 Dynamic Systems 3 36 Summer 02 2 and Controls MEEN364 Dynamic Systems 3 98 Spring 02 1 and Controls MEEN364 Dynamic Systems 3 19 Fall 01 0 and Controls MEEN411 Mechanical 3 28 Fall 00 1 Controls MEEN411 Mechanical 3 18 Fall 99 0 Controls NUEN404 Nuclear Reactor 3 21 Spring 94 4 Analysis NUEN404 Nuclear Reactor 3 15 Spring 93 3 Analysis NUEN485 Special Problems 6 2 Spring 92 C. R. Faust 3 S. K. Lee 3 NUEN485 Special Problems 3 1 Summer 91 T. L. Eaton 3 NUEN404 Nuclear Reactor 3 12 Spring 91 2 Analysis NUEN485 Special Problems 6 2 Fall 90 K. A. Kent 3 W. J. Shelton 3 NUEN485 Special Problems 6 2 Summer 90 K. A. Kent 3 W. J. Shelton 3 NUEN404 Nuclear Reactor 3 17 Spring 90 1 Analysis

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NUEN485 Special Problems 3 1 Summer 89 S. B. Negron 3 ENGR109 Engineering 3 133 Spring 89 0 Problem Solving and Computing NUEN404 Nuclear Reactor 3 10 Spring 88 0 Analysis

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4. STUDENT RESEARCH ADVISING

A. MASTERS FORMER STUDENTS

Student Department Grad Date Comm. Position 1. R. Keil NUEN May 89 Chairman Thesis Title: "Design and Evaluation of a Nuclear-Electric Hybrid Power/Propulsion System."

Current Place of Employment: Unknown, Germany. 2. S. Hoeckley MEEN Aug. 89 Co-Chairman Thesis Title: "Calculation of the Static Hydrodynamic Coefficients for the Linearized Equations of Motion

of a Small Underwater Vehicle by a Computational Fluids-Based Method." Current Place of Employment: Naval Surface Warfare Center, Panama City, FL.

3. S. Menon NUEN Dec. 90 Chairman Thesis Title: "Gain-Scheduled Nonlinear Control of U-Tube Steam Generator Water Level."

Current Place of Employment: Honeywell Laboratories, Minneapolis, MN. 4. A. Poulsen NUEN Aug. 91 Co-Supervisor (Exchange Student from The Technical University of Denmark) Thesis Title: "Shielding Analysis for a Space Nuclear Reactor." Current Place of Employment: Unknown, Norway. 5. M. Jayakumar MEEN Dec. 92 Co-Chairman Thesis Title: "Incipient Fault Detection and Identification in Process Systems Using Artificial Neural

Networks." Current Place of Employment: Self-employed, College Station, TX. 6. H. T. Kim NUEN Dec. 92 Chairman Thesis Title: “Development of a Linearized Model for a Pressurized Water Reactor (PWR) Primary Loop.” Current Place of Employment: KEPCO, Seoul, South Korea. 7. A. Velasquez NUEN May 93 Chairman Thesis Title: “A Comparison of the Point Kinetics Equations with the QUANDRY Analytic Nodal

Diffusion Model.” Current Place of Employment: Unknown. 8. F. Onbasioglou NUEN May 93 Chairman Thesis Title: “Gain-Scheduled Controller Design for Load Following in Static Space Nuclear Power

Systems.” Current Place of Employment: Unknown. 9. S. Parthasarathy NUEN Aug 93 Chairman Thesis Title: “Model Predictive Adaptive Control of Process Systems Using Recurrent Neural Networks.” Current Place of Employment: Honeywell Laboratories, Minneapolis, MN. 10. V. Alladi MEEN May 02 Chairman Thesis Title: “On-line Implementation of a Fault Diagnosis System for Three-Phase Induction Motors” Current Place of Employment: Schlumberger, Houston, TX. 11. A. Mohamed MEEN Dec 01 Chairman Thesis Title: “On-line Implementation of an Adaptive Speed Filter and Its Experimental Demonstration” Current Place of Employment: IBM, Austin, TX. 12. P. Harihara MEEN Dec 02 Chairman – Passed Qualifying Exam in ME Thesis Title: “Real-time Implementation of a Neural Network Speed Filter on a Digital Signal Processor” 13. A. Bhattacharya MEEN Dec 02 Chairman – Passed Qualifying Exam in ME Thesis Title: “Prediction of MPEG-Coded Video Source Traffic Using Neural Networks” 14. J. McFatter MEEN Dec 02 Chairman Thesis Title: “Discrimination Among Mechanical Fault Types in Induction Motors Using MCSA”

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Current Place of Employment: Boeing Corp., Houston, TX. 15. J. T. Mangan MEEN Aug 02 Chairman Thesis Title: “Adaptive Control of Media Applications in Best Effort Networks Using Reliable Transport

Protocols” Current Place of Employment: Lockheed-Martin, Fort Worth, TX. 16. H. Pal MEEN Dec 03 Chairman Thesis Title: “Mechanical Fault Signatures of Induction Motors Fed by a Single Voltage Bus” 17. J. W. Lee MEEN May 04 Chairman Thesis Title: “Detecting Eccentricity and Unbalance in Induction Motors using Electrical

Measurements” 18. A. Konstantinou MEEN Dec 04 Chairman Thesis Title: “Flow Control Techniques for Real-time Media Applications in Best-effort Networks” 19. V. Kharawal MEEN Dec 04 Chairman Thesis Title: “Adaptive Control of Real-time Media Applications in Best-effort Networks” 20. R. Bade MEEN Dec 04 Chairman Thesis Title: “Analysis of Aggregate Fault Signatures in Induction Motors Fed by a Common Voltage

Bus” 21. D. Gupta MEEN Dec 04 Chairman Thesis Title: “Multi-step-ahead Prediction of MPEG-coded Video Source Traffic Using Empirical

Modeling Techniques” 22. S. Bhoite MEEN May 05 Chairman Thesis Title: “Impact of Wireless Losses on the Predictability of End-to-end Flow Characteristics in

Mobile IP Networks” 23. A. Venugopal MEEN May 05 Chairman Thesis Title: “Comparative Analysis of Electrical and Mechanical Fault Signatures in Induction Motors” 24. S. Tapar MEEN May 05 Chairman Thesis Title: “A Robust Approach to Motor Fault Detection Using Electrical Measurements” 25. S. Doddi MEEN Aug 05 Chairman Thesis Title: “Empirical Modeling of End-to-end Delay Dynamics in Best-effort Networks” 26. Y. Shukla MEEN Dec 05 Chairman Thesis Title: “Prediction of End-to-end Single Flow Characteristics in Best-effort Networks” 27. M. Kommaraju MEEN Dec 05 Chairman Thesis Title: “Predictor Development for Controlling Real-time Applications over the Internet” 28. J. Na MEEN Spring 06 Chairman Thesis Title: Non-thesis student 29. J. Choi MEEN Fall 06 Chairman Thesis Title: “Fault Diagnosis of Synchronous Generators Using Electrical Measurements” 30. Douglas Goodsell MEEN Spring 08 Chairman

Thesis Title: “Design of a Wireless Embedded System for Sensorless Monitoring Applications” 31. G. Li MEEN Fall 10 Chairman Thesis Title: “Oversampling Considerations in Data Acquisition for Fault Detection” 32. J. Fu MEEN Fall 10 Chairman

Thesis Title: “Energy Conversion Efficiency Estimates in Electric Motors Using a Sensorless Approach” 33. D. Thien MEEN Fall 10 Chairman

Thesis Title: “A Model Predictive Controller for Real-time Multimedia Applications over the Internet”

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CURRENT STUDENTS 34. J. Qin MEEN In progress Chairman

Thesis Title: “An Rate Adaptive Encoder/ Decoder for Voice over IP (VoIP) Applications in Best Effort Networks”

35. X. Duan MEEN In progress Chairman Thesis Title: “Fault Detection in Rotating Machinery using the Fractional Fourier Transform”

36. N. Kapila Bala MEEN In progress Chairman Thesis Title: “Fault Detection in Rotating Machines Using Nonlinear Dynamics Indicators”

37. Y. Sun MEEN In progress Chairman Thesis Title: “Application of Lyapunov Exponents in the Detection of Mechanical Faults in Rotating Machinery”

38. R. Tangirala MEEN In progress Chairman Thesis Title: “Detection of Dynamic Changes in Nonlinear Systems with Developing Faults”

B. DOCTORATE

FORMER STUDENTS

Student Department Grad Date Comm. Position 1. C. N. Hwang MEEN May 90 Co-Chairman Dissertation Title: "Controller Synthesis for Input-Output Tracking in Lure Type Uncertain Nonlinear

Systems." Current Place of Employment: Faculty Member at the Department of Naval Engineering, National

University of Taiwan, Taipei, Taiwan. 2. K. T. Chong MEEN May 93 Co-Chairman Dissertation Title: “Nonlinear Dynamic System Identification Using Recurrent Neural Networks.” Current Place of Employment: Faculty Member at the School of Electronics and Information, Chonbuk

National University, South Korea. 3. O. Rais NUEN Aug 95 Chairman Dissertation Title: “Modeling Complex Process Systems Using the Recurrent Multilayer Perceptron.” Current Place of Employment: Faculty Member at King Hassan II University, Ain-Chock Ecole National

Superieure d’Electricite et de Mecanique, Casablanca, Morocco. 4. A. Moises CVEN Dec 95 Co-Chairman Dissertation Title: “Gain-Scheduled Adaptive Control of a Hybrid Structure.” Current Place of Employment: McDermott Engineering, Houston, TX. 5. S. Menon NUEN May 96 Chairman Dissertation Title: “Adaptive Filtering in Complex Process Systems Using Recurrent Neural Networks.” Current Place of Employment: Honeywell Laboratories, Minneapolis, MN. 6. R. Williams NUEN May 97 Chairman Dissertation Title: “Adaptive State Filtering with Applications to Reusable Space Rockets.” Current Place of Employment: Los Alamos National Laboratory, Los Alamos, NM. 7. E. Oufi ELEN Aug 97 Co-Chairman Dissertation Title: “Long-Term Load Forecasting in Electric Power Industry.” Current Place of Employment: ABB Network Management, Houston, TX. 8. M. Jayakumar ELEN Dec 98 Co-Chairman Dissertation Title: “Growth, Characterization and Modeling of Ilmenite Single Crystals.” Current Place of Employment: Self-employed, College Station, TX. 9. H. Kim NUEN May 01 Chairman Dissertation Title: “Sensorless Fault Diagnosis of Induction Motors.” Current Place of Employment: Honeywell Laboratories, Minneapolis, MN.

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10. R. Bharadwaj ELEN Dec 00 Co-Chairman Dissertation Title: “Adaptive State Filtering with Neural Networks for Sensorless Induction Motor Speed

Estimation.” Current Place of Employment: GE Corporate R&D Center, Schenectady, NY. 11. D. Ye MEEN Dec 06 Chairman Thesis Title: “Control of Real-time Multimedia Applications in Best-effort Networks” 12. P. Harihara MEEN May 07 Chairman Thesis Title: “Sensorless Fault Diagnosis of Centrifugal Pumps” 13. A. Bhattacharya MEEN Summer 07 Chairman Thesis Title: “Flow Control in Real-time Multimedia over Best-effort Networks Using Adaptive

Encoders” 14. L. Wang MEEN Summer 07 Chairman Thesis Title: “Induction Motor Bearing Fault Detection Using a Sensorless Approach” 15. B. Chu MEEN Dec 2011 Chairman Thesis Title: “Data Driven Fault Diagnosis of Distributed Computing System” 16. Y. Li MEEN Dec 2012 Chairman Thesis Title: “Electrical Signatures Analysis of Synchronous Motors under Some Mechanical

Anomalies”

CURRENT STUDENTS

17. T. Wang MEEN In progress Chairman Thesis Title: “Sensorless Fault Diagnosis of Synchronous Generator Systems” 18. W. Li MEEN In progress Chairman Thesis Title: “TBD” 19. G. Li MEEN In progress Chairman Thesis Title: “TBD” 20. J. Fu MEEN In progress Chairman Thesis Title: “TBD”

C. POST-DOCTORAL ASSOCIATES Name PhD Granting Institution Appointment Period 1. A. F. Atiya CalTech September 90 - July 91

Project: “Recurrent Neural Networks Algorithms for System Identification” Dr. Atiya came to Texas A&M University as a post-doc immediately after graduating from CalTech. After his

departure he received a faculty appointment at the Electrical Engineering Department of Cairo University, Egypt. Dr. Atiya and I continued our research collaboration after his departure from Texas A&M University, and throughout his on-going visiting appointment at CalTech, which started in 1997, and his association with the CalTech NSF Center on Learning Systems. A result of this collaboration has been numerous publications, three invention disclosures, one patent application and a technology commercialization license jointly issued by the Texas A&M University System and CalTech in September 2001.

2. K. T. Chong Texas A&M University September 01 – August 02

Project: “Remote Machine Monitoring over the Internet” and “Web Caching under Time-Varying Network

Traffic Conditions” Dr. Chong, currently a faculty member at Chonbuk National University in Korea, and a group of his graduate students, are spending a second year at Texas A&M University conducting research under my guidance. A

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direct result of this collaboration has been the awarding of two research project to Texas A&M University from two different Korean corporations. 3. K. T. Chong Texas A&M University January 11 – January 12

Project: Various projects on estimation and control problems.

Dr. Chong, currently a faculty member at Chonbuk National University in Korea, and a group of 5 of his graduate students, are spending a year at Texas A&M University conducting research under my guidance.

D. COLLABORATION WITH OTHER UNIVERSITIES I have collaborated with faculty from the following institutions: CalTech, Georgia Tech, University of California at Irvine, University of Texas Austin, University of Illinois at Urbana-Champaign, Rice University.

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5. GRADUATE STUDENT COMMITTEE MEMBERSHIP

A. MASTERS

Student Department Grad Date Comm. Position 1. A. Gangadharan NUEN May 89 Member 2. J. Wright NUEN May 90 Member 3. P. M. Chang MEEN Aug. 90 Member 4. D. May MEEN Aug. 90 Member 5. F. Helin MEEN Aug. 90 Member 6. C. Sweaney MEEN Aug. 90 Member 7. Y. You CHEN May 91 Member 8. H. Sarimveis CHEN Aug. 92 Member 9. S. Vethanayagam ELEN May 92 Member 10. M. Arikara ELEN Dec 93 Member 11. B. K. Song MEEN Dec 93 Member 12. R. Williams NUEN Aug 93 Member 13. M. Carter AERO Dec 93 Member 14. D. L. Juul MEEN Aug 92 Member 15. M. L. Tin ELEN Dec 92 Member 16. S. Bhattacharya ELEN Aug 93 Member 17. G. Henderson MEEN May 94 Member 18. S. W. Faw MEEN May 95 Member 19. I. Cooper MEEN May 95 Member 20. P. Tandon ELEN May 96 Member 21. T. Zeng CHEN Aug 95 Member 22. E. Jordan MEEN May 97 Member 23. J. Kim CVEN May 98 Member 24. A. Q. Fong ELEN Dec 95 Member 25. S. Moore ELEN Aug 96 Member 26. G. Sun MEEN Member 27. G. R. Loe MEEN May 97 Member 28. M. Bemment MEEN Dec 97 Member 29. D. Zhongwei ELEN Member 30. S. Nadina ELEN Dec 97 Member 31. H. J. DoCarmo ELEN May 98 Member 32. N. Al-Nuaim ELEN Dec 97 Member 33. M. Deepak ELEN Aug 98 Member 34. J. Baldwin CHEN May 98 Member 35. S. A. Eker CHEN May 98 Member 36. E. Kyle MEEN May 98 Member 37. S. Garg ELEN Member 38. T. Minihan MEEN Member 39. S. Dubljevic CHEN Member 40. A. Ertekin MEEN Member 41. S. T. Tan ELEN Member 42. J. Park ELEN Member 43. M. Prabu MEEN Member 44. J. Ametha MEEN Member 45. W. H. Tang MEEN Member 46. D. Piper MEEN Member

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47. A. Achala MEEN Member 48. T. Rahman ELEN Member 49. M. W. Mohiuddin MEEN Member 50. M. R. Naik MEEN Member 51. A. Gadkari MEEN Member 52. W. S. Baum MEEN Member 53. S.-B. Woo MEEN Member 54. D. J. Lee AERO Member 55. A. Gadgari MEEN Member 56. D. Khot MEEN Member 57. N. Stefanou ELEN Member 58. Y. Meng MEEN Member 59. S. Park ELEN Member 60. R. Tucker MEEN Member 61. W.-H. Jang CHEM May 01 Member 62. C. Hong ELEN Member 63. P. Sharma ELEN Member 64. C.-Y. Lan ELEN Member 65. Y. Kim ELEN Member 66. M. Tejas MEEN Member 67. A. Pandey MEEN Member 68. M. Gambhir ELEN Member 69. D. Sinha MEEN Member 70. H. Shakir MEEN Member 71. Y. Ho MEEN Member 72. S. Spyrou ELEN Member 73. S. Vermu MEEN Member 74. S. Duttagupta MEEN Member 75. D. Shahmirzadi MEEN Member 76. M. Lee ELEN Member 77. J. Wu ELEN Member 78. A. Agarwal ELEN Member 79. E. Mayhorn MEEN Member 80. L. Cruz PETE Member

B. DOCTORATE

Student Department Grad Date Comm. Position 1. H. J. Liu MEEN Aug 91 Member 2. M. Gaeta NUEN Dec 91 Member 3. J. E. Reeb Forest Sci. Dec 91 GCR 4. M. Venkatesh NUEN Dec 95 Member 5. Y. You CHEN Dec 95 Member 6. V. Hanagandi CHEN Dec 94 Member 7. W. -R. Chang MEEN Dec 93 Member

(The University of Texas at Austin) 8. J. T. Nabicht ELEN Dec 95 Member 9. H. Gengeli CHEN Aug 93 Member 10. H. Sarimveis CHEN Dec 95 Member 11. H. Kim ELEN Member 12. D. Sheppard ELEN Member

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13. M. Shoucha CHEN May 96 Member 14. P. Vuthandam CHEN Member 15. C. Chang CHEN Member 16. B. Fahimi ELEN May 99 Member 17. R. A. Bullin CHEN Aug 99 Member 18. C. Feng CHEN Member 19. P. del Rio CHEN Member 20. A. Schwartz CHEN Member 21. Z. Rhodes MEEN Member 22. D. May MEEN Member 23. G. Alonse-Vargas NUEN Dec 99 Member 24. R.E. Walter ELEN Member 25. J. Johnson ELEN Dec 98 Member 26. K. Jo Duwall CHEN Aug 99 Member 27. M. Carter AERO Dec 98 Member 28. R. Spencer ELEN Dec 99 Member 29. Z. Rahman ELEN Member 30. S. Nandi ELEN Member 31. W. Wu MEEN Member 32. P. Estrada ELEN Member 33. H. Xu ELEN Member 34. S. Moon ELEN Member 35. Hye-Young Kim AERO Member 36. M. Bemment MEEN Member 37. Ramon MEEN Member 38. L. Xiao MEEN Member 39. L. Qi ELEN Member 40. B. Yand MEEN Member 41. A. Mohieldin ELEN Member 42. H. Kim ELEN Member 43. C. Park ELEN Member 44. U. I. Ukpai MEEN Aug 02 Member 45. S. S. Day ELEN Member 46. A. Rezvyi NUEN Member 47. B. Chung MEEN Member 48. D. Hernandez ELEN Member 49. C. Shao CPCS Member 50. H. K. Shim ELEN Member 51. C. A. Velez CHEN Member 52. W.-H. Jang CHEN Member 53. K. Kim MEEN Member 54. M. Lal MEEN Member 55. H. Aslamzadeh ELEN Member 56. F. Husein ELEN Member 57. J.-Y. Lee ELEN Member 58. S. Woo MEEN Member 59. Z. Zutavern MEEN Member 60. H. Zhang ELEN Member 61. R. Kulkarni ELEN Member 62. C.-Y. Lan MEEN Member 63. M. Lal MEEN Member 64. J. Park MEEN Member

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65. R. Sharifi MEEN Member 66. M. Mostafa ELEN Member 67. H.-C. Lee AGEC GCR 68. C. H. Lee INEN Dec 93 GCR 69. O. A. Johnson Toxicology Dec 96 GCR 70. M. Shieh VTPB Dec 99 GCR

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II. RESEARCH AND/OR DESIGN ACTIVITIES

1. MOST CITED JOURNAL PUBLICATIONS – 5 OR MORE CITATIONS AS REPORTED BY WEB OF SCIENCE®

1. 48 Citations – Parlos, A. G., Chong, K. T., and Atiya, A. F., “Application of the Recurrent Multilayer

Perceptron in Modeling Complex Process Dynamics,” IEEE Transactions on Neural Networks, Special Issue on Dynamic Recurrent Neural Networks: Theory and Applications, Vol. 5, No. 2, pp. 255-266, March 1994.

2. 26 Citations – Parlos, A.G., Muthusami, J., Atiya, A., Tsai, W.K., and Fernandez, B., “An Accelerated Learning Algorithm for Multilayer Perceptron Networks,” IEEE Transactions on Neural Networks, Vol. 5, No. 3, pp. 493-497, May 1994.

3. 22 Citations – Parlos, A.G., Atiya, A., Chong, K.-T., and Tsai, W.K. "Nonlinear Identification of Process Dynamics using Neural Networks," Nuclear Technology, Vol. 97, pp. 79-96, January 1992.

4. 21 Citations – Toliyat, H., M. S. Arefeen, and A. G. Parlos, “A Method for Dynamic Simulation of Air-Gap Eccentricity in Induction Machines,” IEEE Transactions on Industry Applications, Vol. 32, No. 4, pp. 910-918, July/Aug 1996.

5. 19 Citations – Parlos, A.G., Muthusami, J., and Atiya, A. F., "Incipient Fault Detection and Identification in Process Systems using Accelerated Neural Networks Learning," Nuclear Technology, Vol. 105, No. 2, pp. 145-161, February 1994.

6. 19 Citations – Parlos, A.G., Henry, A.F., Schweppe, F. C.., Gould, L. A. and Lanning, D. D.., "Non-Linear Multivariable Control of Nuclear Power Plants Based on the Unknown-but-Bounded Disturbance Model," IEEE Transactions on Automatic Control, Vol. AC-33, No. 2, pp. 130-137, February 1988.

7. 17 Citations – Parlos, A. G., Rais, O., and Atiya, A. F., “Multi-Step-Ahead Prediction in Complex Process Systems Using Dynamic Recurrent Neural Networks,” Neural Networks, Vol. 13, No. 7, pp 765-786, September 2000.

8. 14 Citations – Atiya, A., and Parlos, A. G., “New Results on Recurrent Network Training: Unifying the Algorithms and Accelerating Convergence,” IEEE Transactions on Neural Networks, Vol. 11, pp. 697-709. August 2000.

9. 13 Citations – Menon, S. M.., and Parlos, A.G., "Gain-Scheduled Nonlinear Control of U-Tube Steam Generators at Low Powers," Nuclear Science and Engineering, Vol. 111, pp. 294-308, July 1992

10. 8 Citations – Parlos, A. G., Menon, S. K., and Atiya, A. F., “An algorithmic approach to adaptive state filtering using recurrent neural networks,” IEEE Transactions on Neural Networks, Vol. 12, No. 6, pp. 1411-1432, November 2001.

11. 6 Citations – Kim, K., and A. G. Parlos, “Induction Motor Fault Diagnosis Based on Neuro-predictors and Wavelet Signal Processing,” IEEE/ASME Transactions on Mechatronics, Vol. 7, No. 2, pp. 201-219, June 2002.

12. 6 Citations – Parlos, A.G., and Sunkel, J., "Adaptive Attitude Control and Momentum Management for Large Angle Spacecraft Maneuvers," Journal of Guidance, Control and Dynamics, Vol. 15, No. 4, pp. 1018-1028, July-August 1992

13. 5 Citations – Rais, O. and Parlos, A.G., “Nonlinear Control of U-tube Steam Generators via H-infinity Control,” Control Engineering Practice, Vol. 8, pp. 921-936, July 2000.

2. REFEREED JOURNAL PUBLICATIONS

1. Parlos, A.G., Henry, A.F., Schweppe, F. C.., Gould, L. A. and Lanning, D. D.., "Non-Linear Multivariable

Control of Nuclear Power Plants Based on the Unknown-but-Bounded Disturbance Model," IEEE Transactions on Automatic Control, Vol. AC-33, No. 2, pp. 130-137, February 1988.

2. Parlos, A.G., El-Genk, M.S., McGhee, J. M.., Buden, D., and Mims, J., "Energy Conversion System Optimization Study for Multimegawatt Space Nuclear Power Applications," IEEE Transactions on Nuclear Science, Vol. NS-35, No. 3, pp. 1340-1351, June 1988.

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3. Parlos, A.G., "An Optimal Disturbance Rejection Control System for Multimegawatt Space Nuclear Power Systems," Ch. 61, pp. 509-518, in Space Nuclear Power Systems 1988, Edited by M.S. El-Genk and M. D. Hoover, Orbit Book Company, Malabar, FL., 1989.

4. El-Genk, M.S., Parlos, A.G., McGhee, J. M., Lapin, S., Buden D., and Mims, J., "Integrated System Design Optimization for Multimegawatt Space Nuclear Power Applications," Journal of Propulsion and Power, Vol. 6, No. 2, pp. 174-202, March-April 1990.

5. Parlos, A.G., and Tsai, W.K., "Time-Domain Synthesis of Robust Controllers for Space Nuclear Power Systems," IEEE Trans. on Nuclear Science, Vol. NS-37, No. 2, 1053-1064, April 1990.

6. Tsai, W.K., Parlos, A.G., and Verghese, G.C., "Bounding the States of Systems with Unknown-But-Bounded Disturbances," International Journal of Control, Vol. 52, No. 4, pp. 881-915, 1990.

7. Metzger, J. D.., El-Genk, M.S., and Parlos, A.G., "Model-Reference Adaptive Control with Selective State-Variable Weighting Applied to a Space Nuclear Power System," Nuclear Science and Engineering, Vol. 109, pp. 171-187, October 1991.

8. Parlos, A.G., Atiya, A., Chong, K.-T., and Tsai, W.K. "Nonlinear Identification of Process Dynamics using Neural Networks," Nuclear Technology, Vol. 97, pp. 79-96, January 1992.

9. Menon, S. M.., and Parlos, A.G., "Gain-Scheduled Nonlinear Control of U-Tube Steam Generators at Low Powers," Nuclear Science and Engineering, Vol. 111, pp. 294-308, July 1992.

10. Parlos, A.G., and Sunkel, J., "Adaptive Attitude Control and Momentum Management for Large Angle Spacecraft Maneuvers," Journal of Guidance, Control and Dynamics, Vol. 15, No. 4, pp. 1018-1028, July-August 1992.

11. Parlos, A.G., and Metzger, J.D., "A Feasibility Study for a Contained Pulsed Nuclear Propulsion Concept," Journal of Propulsion and Power, Vol. 10, No. 2, pp. 269-278, March-April 1994.

12. Parlos, A.G., Chong, K.-T., and Atiya, A.F., "Empirical Model Development and Validation with Dynamic Learning in the Recurrent Multilayer Perceptron," Nuclear Technology, Vol. 105, No. 2, pp. 271-290, February 1994.

13. Parlos, A.G., Muthusami, J., and Atiya, A. F., "Incipient Fault Detection and Identification in Process Systems using Accelerated Neural Networks Learning," Nuclear Technology, Vol. 105, No. 2, pp. 145-161, February 1994.

14. Parlos, A. G., Chong, K. T., and Atiya, A. F., “Application of the Recurrent Multilayer Perceptron in Modeling Complex Process Dynamics,” IEEE Transactions on Neural Networks, Special Issue on Dynamic Recurrent Neural Networks: Theory and Applications, Vol. 5, No. 2, pp. 255-266, March 1994.

15. Parlos, A.G., Muthusami, J., Atiya, A., Tsai, W.K., and Fernandez, B., "An Accelerated Learning Algorithm for Multilayer Perceptron Networks," IEEE Transactions on Neural Networks, Vol. 5, No. 3, pp. 493-497, May 1994.

16. Atiya, A., and Parlos, A.G., “Identification of Nonlinear Dynamics Using a General Spatio-Temporal Network,” Journal of Mathematical and Computer Modeling, Vol. 21, No. 1/2, pp. 53-71, 1995.

17. Toliyat, H., M. S. Arefeen, and A. G. Parlos, “A Method for Dynamic Simulation of Air-Gap Eccentricity in Induction Machines,” IEEE Transactions on Industry Applications, Vol. 32, No. 4, pp. 910-918, July/Aug 1996.

18. Chong, K. T., and Parlos, A. G., “Comparison of Traditional and Neural Network Approaches to Stochastic Nonlinear System Identification,” KSME International Journal, Vol. 11, No. 3, pp. 267, 1997.

19. Parlos, A. G. “Wiener Filters”, Wiley Encyclopedia of Electrical and Electronics Engineering, Vol 23, pp. 594-604, 1999.

20. Muthusami, J., R. K. Pandey, A. G. Parlos, and J. Howze, “Minimizing Equipment Imperfections in Small Czochralski Crystal Growth Systems,” accepted for publication in the Journal of Crystal Growth, March 1999.

21. Atiya, A., and Parlos, A. G., “New Results on Recurrent Network Training: Unifying the Algorithms and Accelerating Convergence,” IEEE Transactions on Neural Networks, Vol. 11, pp. 697-709. August 2000.

22. Rais, O. and Parlos, A.G., “Nonlinear Control of U-tube Steam Generators via H-infinity Control,” Control Engineering Practice, Vol. 8, pp. 921-936, July 2000.

23. Parlos, A. G., Rais, O., and Atiya, A. F., "Multi-Step-Ahead Prediction in Complex Process Systems Using Dynamic Recurrent Neural Networks," Neural Networks, Vol. 13, No. 7, pp 765-786, September 2000.

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24. Parlos, A.G., Onbasioglou, O. F, and Metzger, J. D., “Load-Following Voltage Controller for a Static Space Nuclear Power System,” Nuclear Science and Engineering, Vol. 136, pp. 227-246, October 2000.

25. Parlos, A.G., Parthasarathy, S., Atiya A., "Neuro-Predictive Process Control Using On-Line Controller Adaptation," IEEE Transaction on Control Systems Technology, Vol. 9, No. 5, pp. 741-755, September 2001.

26. Parlos, A. G., Abraham, M. A., and Morgan, J. R., “Gain-Scheduled Adaptive Control for Seismically Excited Hybrid Structures,” ASCE Journal of Structural Engineering, Vol., 127, No. 11, pp. 1286-1294, November 2001.

27. Parlos, A. G., Menon, S. K., and Atiya, A. F., “An algorithmic approach to adaptive state filtering using recurrent neural networks,” IEEE Transactions on Neural Networks, Vol. 12, No. 6, pp. 1411-1432, November 2001.

28. Parlos, A. G., Menon, S. K., and Atiya, A. F., "An Adaptive State Filtering Algorithm for Systems with Partially Known Dynamics," Journal of Dynamic Systems, Measurement and Control, Vol. 124, No. 3, pp. 364-374, September 2002.

29. Kim, K., and A. G. Parlos, “Induction Motor Fault Diagnosis Based on Neuro-predictors and Wavelet Signal Processing,” IEEE/ASME Transactions on Mechatronics, Vol. 7, No. 2, pp. 201-219, June 2002.

30. Kim, K., and A. G. Parlos, “Model-Based Fault Diagnosis of Induction Motors Using Non-Stationary Signal Segmentation,” Mechanical Systems and Signal Processing, Vol. 26, No. 2-3, pp. 223-253, 2002.

31. Parlos, A.G., Tsai, W. K., and Sunkel, J. W., “Robust Ellipsoidal Set-Theoretic Bounds for Space Station Attitude Control,” Control Engineering Practice, Vol. 10, pp. 1179-1197, 2002.

32. Bharadwaj, R. M., and A. G. Parlos, “Neural State Filtering for Adaptive Induction Motor Speed Estimation,” Mechanical Systems and Signal Processing, Vol. 17, No. 5, pp. 903-924, 2003.

33. Kim. K., and A. G. Parlos, “Reducing the Impact of False Alarms in Induction Motor Fault Diagnosis,” Journal of Dynamic Systems, Measurement and Control, Vol. 125, No. 1, pp. 80-95, 2003.

34. Kim. K., A. G. Parlos, and R. M. Bharadwaj, “Sensorless Fault Diagnosis of Induction Motors,” IEEE Transactions on Industrial Electronics, Vol. 50, No. 5, pp. 1038-1051, 2003.

35. William, R. B., and A. G. Parlos, “Adaptive State Filtering for Space Shuttle Main Engine Turbine Health Monitoring,” Journal of Spacecraft and Rockets, Vol. 40, No.1, pp. 101-109, January-February 2003.

36. Bhattacharyya, A., A. G. Parlos, and A. F. Atiya, “Prediction of MPEG-coded Video Source Traffic Using Recurrent Neural Networks,” IEEE Transactions on Signal Processing, Special Issue in Networking, Vol. 51, No. 8, pp. 2177-2190, 2003.

37. Bharadwaj, R. M., A. G. Parlos, “Neural Speed Filtering for Sensorless Induction Motor Drives,” Control Engineering Practice, Vol. 12, pp. 687-706, 2004.

38. Parlos, A. G., Kim, K. and Bharadwaj, R., “Sensorless Detection of Mechanical Faults in Electromechanical Systems,” Mechatronics, Vol. 13, pp. 357-380, 2004.

39. Lim, H.-S., K. T. Chong, and A. G. Parlos, “Development of a Model-based Motor Fault Detection System Using Vibration Signal,” Journal of Control, Automation and Systems Engineering, Vol. 9, No. 11, pp. 874-882, November 2003.

40. Chang, W., K. T. Chong, and A. G. Parlos, “Dynamic Load Balancing of Consistent Hashing Web Cache Servers,” Asian Journal of Information Technology, Vol. 3, No. 2, pp. 115-127, February 2004.

41. Bharadwaj, R. M., and A. G. Parlos, “Neural Speed Filtering for Induction Motors with Anomalies and Incipient Faults,” IEEE/ASME Transactions on Mechatronics, Vol. 9, No. 4, pp. 679-688, December 2004.

42. Kazantzis, N., Chong, K. T., J. Y. Park and A. G. Parlos, “Control-Relevant Discretization of Nonlinear Systems with Time-Delay Using Taylor-Lie Series,” Journal of Dynamic Systems, Measurement and Control, Vol. 127, pp. 153-159, 2005.

43. Park, J. Y., Chong, K. T., Kazantzis, N., and A. G. Parlos, “Time-Discretization of Nonlinear Systems with Time Delayed Multi-Input Using Taylor Series,” Korean Society of Mechanical Engineers International Journal, Vol. 18, No. 7, pp. 1107-1120, 2004.

44. Park, J. Y., Chong, K. T., Kazantzis, N., and A. G. Parlos, “Time-Discretization of Non-affine Nonlinear Systems with Delayed Input Using Taylor Series,” Korean Society of Mechanical Engineers International Journal, Vol. 18, No. 8, pp. 1297-1305, 2004.

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45. Atiya, A. F., M. Aly, and A. G. Parlos, “Sparse Basis Selection: New Results and Application to Adaptive Prediction of Video Source Traffic,” IEEE Transactions on Neural Networks; Special Issue on Adaptive Learning Systems in Communication Networks, Vol. 15, No. 6, pp. 1136-1146, 2005.

46. Ye, D. and A. G. Parlos, “Predictive Path Switching Control for Improving the Quality of Service in Real-time Applications,” to appear in IEEE Journal of Selected Topics in Signal Processing, Special Issue on Network-Aware Multimedia Processing and Communications, Vol. 1, No. 2, pp. 308-318, August 2007.

47. Harihara, P., and A. G. Parlos, “Sensorless Detection of Cavitation in Centrifugal Pumps,” International Journal of of Condition Monitoring and Diagnostic Engineering Management (COMADEM), Vol. 13, No. 2, pp. 27-33, April 2010.

48. Zhang, Y., Chong, K. T., Kazantzis, N., and A. G. Parlos, “Discretization of Nonlinear Input-Driven Dynamical Systems Using the Adomian Decomposition Method,” IEICE Transactions on Fundamentals in Information and Systems, November 2010.

49. Harihara, P., and A. G. Parlos, “Using Motors to Detect Degradation,” World Pumps, Vol. 13, No. 2, pp. 24-29, November 2011.

50. Seung, J., Kim, T., Atiya, A., Parlos, A. G., and Chong, K. T., “UKF Parameter Estimation of Dynamic System Based on Experimental Data,” Journal of the Korean Society for Precision Engineering, Vol. 26, No. 1, pp. 1-9, January 2011.

51. Zhang, Y., Chong, K. T., Kazantzis, N., and A. G. Parlos, “Discretization of Nonlinear Input-Driven Dynamical Systems Using the Adomian Decomposition Method,” Applied Mathematical Modeling, Vol. 36, pp. 5856-5875, 2012.

52. Seung, J., Kim, T., Atiya, A., Parlos, A. G., and Chong, K. T., “Parameter Estimation of 2-DOF System Based on Unscented Kalman Filter,” Journal of the Korean Society for Precision Engineering, Vol. 28, No. 10, pp. 1128-1146, October 2012.

3. EDITED VOLUME CHAPTERS

53. Parlos, A. G., S. K. Menon, O. T. Rais, A. F. Atiya, B. Fernandez, and W. K. Tsai, “Nonlinear Estimation

in Complex Systems Using Recurrent Neural Networks,” First Joint Mexico-US International Workshop on Neural Networks and Neurocontrol, 1997.

54. Bhattacharya, A., and A. G. Parlos, “Flow Control of Real-time Multimedia Applications in Best-Effort Networks,” Recent Advances in Intelligent Control Systems, Springer-Verlag, Berlin, 2009.

55. Harihara, P., and A. G. Parlos, “Fault Diagnosis of Centrifugal Pumps Using Motor Electrical Signals,” invited chapter in Centrifugal Pumps, Open Access Book, ISBN 978-953-307-638-6, 2012.

4. PENDING REFEREED JOURNAL PUBLICATIONS

56. Choi, J.-W. and A. G. Parlos, “Analysis of Electrical Signatures in Synchronous Generators Characterized by Bearing Faults,” submitted to Journal of Dynamic Systems, Measurement, Control, July 2012.

57. Park, Y., Chong, K. T., Parlos, A. G., and Kazantzis, N., “A Numerical Solution to the Point Kinetics Equations Using Taylor-Lie Series Combined with Scaling and Squaring Technique,” submitted to IEEE Transactions on Nuclear Science, May 2012.

58. Seung, J., Chong, K. T., and A. G. Parlos, “Design of a Neural Network PI Controller for F/M of Heavy Water Reactor Pressure Actuator System,” submitted to IEEE Transactions on Control Systems Technology, March 2012.

59. Lim, D., Chong, K. T., Atiya, A. F., and Parlos, A. G. “A Systematic Comparison of Statistical Parameter Estimation Approaches,” submitted to Dynamic Systems, Measurement and Control, June 2012.

60. Bhattacharya, A., and A. G. Parlos, “Reactive and Predictive Flow Control of Real-Time Unicast Multimedia Applications in Best-Effort Networks,” submitted to IEEE Journal of Selected Topics in Signal Processing, April 2012.

61. Harihara, P., and A. G. Parlos, “Sensorless Detection & Isolation of Induction Motor Driven Centrifugal Pump Faults,” submitted to Journal of Dynamic Systems, Measurement, and Control, September 2012.

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62. Harihara, P., and A. G. Parlos, “Sensorless Detection of Centrifugal Pump Faults,” submitted to Journal of Dynamic Systems, Measurement, and Control, October 2012.

63. Wang, L. and A. G. Parlos, “Induction Motor Bearing Fault Detection Using a Sensorless Approach,” submitted to the IEEE Transactions on Industrial Electronics, August 2012.

64. Wang, L. and A. G. Parlos, “Bearing Fault Detection for Induction Motors Energized by Voltage Source Inverters,” submitted to Journal of Dynamics Systems, Measurement and Control, March 2012.

65. Khariwal, V. and A. G. Parlos, “End-to-end Quality of Service Control of Real-time Media Applications over Best Effort Networks,” submitted to the IEEE Transactions on Neural Networks, June 2012.

66. Harihara, P., R. M. Bharadwaj, and A. G. Parlos, “Real-time Implementation of an Adaptive Speed Filter for Sensorless Operation in Variable Frequency Induction Motor,” submitted to IEEE Transactions on Control Systems Technology, May 2012.

67. Kommaraju, M., A. G. Parlos, and A. F. Atiya, “Single Flow Accumulation Predictors for Congestion Feedback in Network-aware Real-time Applications,” submitted to the IEEE Journal of Selected Topics in Signal Processing, Special Issue on Network-Aware Multimedia Processing and Communications, May 2012.

68. Williams, R. B., and A. G. Parlos, “An Adaptive Filtering Scheme Using Recurrent Neural Networks,” submitted to Journal of Dynamic Systems, Measurement and Control.

69. Muthusami, J, A. G. Parlos, R. K. Pandey, and J. W. Howze, “Modeling of the Czochralski Crystal Growth Process Dynamics for Ilmenite,” submitted to the IEEE Trans. on Neural Networks.

70. Parlos, A. G., and H. T. Kim, “Development of a Gain-Scheduled Multivariable Controller for Coordinated Control of Pressurized Water Reactor Primary Loop,” submitted to Nuclear Technology.

71. Mohamed, A., and Parlos, A. G., “On-line Implementation and Experimental Testing of a Motor Speed Filter Using Neural Networks,” submitted to Journal of Dynamic Systems, Measurement and Control.

72. Alladi, V., and Parlos, A. G., “On-line Implementation and Experimental Testing of a Motor Fault Diagnosis System,” submitted to Journal of Dynamic Systems, Measurement and Control.

73. Zhou, Y., Parlos, A. G., Kazantzis, N. and Mannan S., “Fault Diagnosis in Batch Processes Based on Neural Network with Input Feature Extraction,” submitted to Computers in Industry.

74. Parlos, A. G., Kazantzis, N. Whittaker, A. D., and Jang, W.-H., “Comparative Identification of Steady-State Extruder Dynamics,” submitted to Food Control.

75. Oufi, E., Parlos, A. G., and Patton, A. D., “Long-Term Load Forecasting in Electric Power Industry,” submitted to IEEE Transactions on Neural Networks.

76. Oufi, E., Parlos, A. G., and Patton, A. D., “Long-Term Load Forecasting Assessment Using Resampling Plans,” submitted to IEEE Transactions on Energy Conversion.

77. Oh, S.-K., and A. G. Parlos, “Optimum Operation for Industrial Cogeneration with Back-Pressure and Extraction Condensing Turbine/Generators,” submitted to the IEEE Transactions on Energy Conversion.

78. Muthusami, J., R. K. Pandey, and A. G. Parlos, “Growth and Characterization of Czochralski Single Ilmenite Crystals,” submitted to the Journal of Crystal Growth.

79. Silva, G. J., J. J. Jou, and A. G. Parlos, “Design of a Ship Positioning Controller for the Panama Canal Locks,” submitted to the Journal of Dynamic Systems, Measurement and Control.

80. Parlos, A. G., and A. Velasquez, “A Systematic Comparison of the Standard Point Kinetics Model with a Nodal Space-Time Kinetics Model for Control-Relevant Transients,” submitted to Nuclear Technology.

5. OTHER PUBLICATIONS

Published Reviews 81. Parlos, A. G. “IEEE Video Fuzzy Logic and Neural Networks: Clips from the Field,” IEEE Transactions on

Neural Networks, Vol. 5, No. 4, pp. 666-667, July 1994. Invited Conference Publications

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82. Tsai, W.K., and Parlos, A.G., "Minimizing the Effects of Unknown-but-Bounded Disturbance in Power Plants," Proceedings of the 26th Conference on Decision and Control, Vol. 1, pp. 66-71, Los Angeles, CA, December 1987.

83. Tsai, W.K., and Parlos, A.G., "Multivariable Control System Synthesis Based on the Unknown-but-Bounded Disturbance Model," Proceedings of the 27th Conference on Decision and Control, Vol. 3, pp. 1754-1759, Austin, TX., December 1988.

84. Tsai, W.K., and Parlos, A.G., "Fuzzy Set-Theoretic Regulator Design for Power Plant Components," Proceedings of the 28th Conference on Decision and Control, Vol. 2, pp. 1828-1830, Tampa, FL, December 1989.

85. Parlos, A.G., Fernandez, B., and Tsai, W.K., "Artificial Neural Networks Based System Identification and Control of Complex Systems," Proceedings of the NSF Workshop on Artificial Neural Networks Methodology in Power Systems Engineering, pp. 78-92, Clemson University, Clemson, SC, April 8-10, 1990.

86. Abed, E. H.., Hamdan, M. A.., Lee, H.-C. and Parlos, A.G., "On Bifurcations in Power System Models and Voltage Collapse," Proceedings of the 29th Conference on Decision and Control, Vol. 6, pp. 3014-3015, Honolulu, Hawaii, December 1990.

87. Atiya, A., Parlos, A.G., Chong, K.T., and Tsai, W.K., "A Hybrid Recurrent Neural Network Architecture for Learning the Dynamics of Nonlinear Systems," Proc. of Neural Networks for Computing, p. 53, Snowbird, Utah, April 2-5, 1991 (Abstract only).

88. Parlos, A.G., Chong, K.T., and Atiya, A.F., "Empirical Process Model Development and Validation using Spatiotemporal Neural Networks," Proc. of Southcon '92, pp. 122-133, Orlando, FL, March 1992 (Abstract only).

89. Atiya, A., and Parlos, A.G., "A Learning Algorithm for Spatio-Temporal Neural Networks," Proc. of Neural Networks for Computing, p. 49, Snowbird, Utah, April, 1992 (Abstract only).

90. Parlos, A. G., Atiya, A., and Chong, K. T., "Transient Monitoring of Power Plants using Nonlinear Empirical Model Predictive Techniques," Proc. of the 8th Power Plant Dynamics, Control and Testing Symposium, Knoxville, TN, May 1992 (paper did not appear in the proceedings because of mail delays).

91. Parlos, A. G., Chong, K. T., and Atiya, A., “Identification of Nonlinear Heat Exchanger Dynamics Using Recurrent Neural Networks,” Proc. of the 1994 American Control Conference, Baltimore, MD, June 1994 (paper did not appear in the proceedings because of mail delays).

92. Parlos, A. G., “Applications of Neural Networks to System Identification,” Sian ka’an International Conference, Proc. of the First Joint Mexico-US International Workshop on Neural Networks and Neurocontrol, September 1995, Quintana Roo, Mexicom (paper did not appear in the proceedings because of mail delays).

93. Parlos, A. G., Kim, K., and Bharadwaj, R. M., "Sensorless Detection of Induction Motor Failures," invited paper for the Special Session on Induction Machines and Drives Fault Diagnosis using Intelligent Systems, Proc. of the SDEMPED'01 Conference, pp. 145-151, Italy, September 2001.

94. Parlos, A. G., Kim, K., and Bharadwaj, R. M., "Sensorless Detection of Mechanical Failures: Developments in Smart Rotating Machines," invited paper Proc. of the 2001 ASME Design Engineering Technical Conferences, pp. 337-343, Pittsburgh, PA, September 2001.

95. Kommaraju, M., Parlos, A. G., and Atiya, A. F., “Time-Series Prediction of Single Flow Packet Accumulation in the Internet,” invited paper 3rd International Conference on Computing, Communications, and Control Technologies, pp. 77-86, Austin, TX, July 2005.

96. Parlos, A. G., “Sensorless Condition Assessment of Electro-Mechanical Systems,” invited paper for the 13th Yale Workshop on Adaptive Learning Systems, New Haven, CT, pp. 33-43, May 2005.

97. Bhattacharya, A. and Parlos, A. G., “Flow Control in Real-time Applications Over Best-effort Networks,” invited paper for the 14th Yale Workshop on Adaptive Learning Systems, New Haven, CT, pp. 33-43, June 2-4, 2008.

98. Tangirala, R., and A. G. Parlos, “Information Entropy and Mechanical Reliability,” in Proceedings of the 15th Yale Workshop in Adaptive & Learning Systems, Yale University, New Haven, CT, June 4-6, 2011.

Conference Publications

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99. Lee, C. E. and Parlos, A., "An Accurate Determination of the Neutron Transport Diffusion Coefficient,"

Proceedings of the Society for Industrial and Applied Mathematics 1983 National Meeting, p. 89, Denver, CO, June 6-8, 1983.

100. Liao, L. Y.., Parlos, A. and Griffith, P., "Steam Generator Carryover and Fallback," Proceedings of the Light Water Reactor Safety Analysis Meeting, pp. 179-184, Washington D.C., October 1984.

101. Liao, L. Y.., Parlos, A. and Griffith, P., "Heat Transfer, Carryover and Fall Back in Nuclear Steam Generators during Transients," Proc. of the 8th International Heat Transfer Conference, pp. 2437-2442, San Francisco, CA, August 1986.

102. Parlos, A.G., Henry, A.F., Schweppe, F. C.., Gould, L. A.., and Lanning, D. D.., "Non-Linear Multivariable Control of Nuclear Power Plants Based on the Unknown-but-Bounded Disturbance Model," Proc. of the 1987 American Control Conference, Minneapolis, MN, June 10-12, 1987 (paper did not appear in the conference proceedings because of mail delays).

103. El-Genk, M.S., Parlos, A.G., McGhee, J. M.., Lapin, S., Buden, D., and Mims, J., "Pellet Bed Reactor Design for Space Power," Proceedings of the 22nd Intersociety Energy Conversion Engineering Conference, Paper No. 879360, pp. 478-484, Philadelphia, PA., August 10-14, 1987.

104. Parlos, A.G., "An Optimal Disturbance Rejection Control System for Multimegawatt Space Nuclear Power Systems," Transactions of the 5th Symposium on Space Nuclear Power Systems, pp. 595-598, Albuquerque, NM, January, 1988.

105. Parlos, A.G., El-Genk, M.S., McGhee, J. M., Buden, D., and Mims, J., "Energy Conversion System Optimization Study for Multimegawatt Space Nuclear Power Application," Transactions of the 5th Symposium on Space Nuclear Power Systems, pp. 579-582, Albuquerque, NM, January, 1988.

106. Williams, G. N., Pooch, U., Safford, D., Mayer, R., and Parlos, A., "A Prototype Development Environment for an Autonomous Underwater Vehicle Knowledge Based Control System", Modeling and Simulation Symposium for Underwater Systems and Subsystems, Cambridge, MA, June 15-17, 1988.

107. Fernandez, B. and Parlos, A.G., "XMBC/LOR: eXtended Model-Based Compensator/Loop Operator Recovery," SIAM Conference on Control in the 90's: Achievements, Opportunities, and Challenges, p. 173, San Francisco, CA, May 17-19, 1989 (abstract only).

108. Keil, R., Parlos, A.G., and Sunderland, D. J.., "Optimization of a Hybrid Nuclear-Electric Propulsion System," Transactions of the 6th Symposium on Space Nuclear Power Systems, pp. 633-636, Albuquerque, NM, January, 1989.

109. Parlos, A.G., and Tsai, W.K., "Time-Domain Synthesis of Robust Controllers for Space Nuclear Power Systems," Transactions of the 6th Symposium on Space Nuclear Power Systems, pp. 480-483, Albuquerque, NM, January, 1989.

110. Fernandez, B., Parlos, A.G., and Tsai, W.K., "Recurrent Dynamic Networks for Nonlinear System Identification," Proceedings of the Fourth Annual Symposium on Parallel Processing, pp. 77-91, Fullerton, CA, April 4-6, 1990.

111. Metzger, J. D.., El-Genk, M.S. and Parlos, A.G., "Model-Reference Adaptive Control Applied to Load-Following of a Space-Nuclear Power System," Transactions of the 7th Symposium on Space Nuclear Power Systems, Part 2, pp. 934-940, Albuquerque, NM, January, 1990.

112. Parlos, A.G. and Menon, S. K.., "Design of a Nonlinear Controller for Rapid Power Level Changes in Nuclear Systems," Transactions of the 7th Symposium on Space Nuclear Power Systems, Part 2, pp. 962-967, Albuquerque, NM, January, 1990.

113. Parlos, A.G., Fernandez, B., and Tsai, W.K., "Artificial Neural Networks for Diagnostics and Control of a U-tube Steam Generator," Transactions of the ANS Summer Meeting, Vol. 61, pp. 111-112, Nashville, TN, June 1990.

114. Parlos, A.G., Fernandez, B., and Tsai, W.K., "Nonlinear Identification for System Fault Diagnosis using Artificial Neural Networks," NASA Workshop on Artificial Intelligence and Advanced Automation Techniques for Fault Diagnosis and Recovery, p. 108, Houston, TX, June 18, 1990 (Abstract only).

115. Tsai, W.K., Parlos, A.G., and Fernandez, B., "ASDM -- A Novel Neural Network Model Based on the Sparse Distributed Memory," Proceedings of the International Joint Neural Networks Conference, Vol. I, pp. 771-776, San Diego, CA, June 1990.

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116. Fernandez, B., Parlos, A.G., and Tsai, W.K., "Nonlinear System Identification using Artificial Neural Networks," Proceedings of the International Joint Neural Networks Conference, Vol. II, pp. 133-142, San Diego, CA, June 1990.

117. Parlos A.G., and Sunkel, J., "Active Disturbance Rejection in Large Flexible Space Structures," Proceedings of the 1990 American Control Conference, Vol. 3, pp. 2971-2977, San Diego, CA, June 1990.

118. Fernandez, B., Parlos, A.G., and Tsai, W.K., "Identification of Flexible Structure Dynamics using Artificial Neural Networks," Fourth Workshop on Computational Control of Flexible Aerospace Systems, p. 66, Williamsburg, VA, July 1990 (Abstract only).

119. Parlos, A.G., and Sunkel, J., "A Nonlinear Optimization Approach for Disturbance Rejection in Flexible Space Structures," Proceedings of the AIAA Conference on Guidance, Navigation and Control, Part 1, pp. 414-424, AIAA Paper No. AIAA-90-3361-CP, Eugene, OR, August 1990.

120. Parlos, A.G., and Sunkel, J., "Attitude Control/Momentum Management of the Space Station Freedom for Large Torque-Equilibrium-Attitude Configurations," Proceedings of the 1990 Conference on Guidance, Navigation and Control, Part 1, pp. 348-359, AIAA Paper No. AIAA-90-3352-CP, Eugene, OR, August 1990.

121. Hwang, C-N., Jayasuriya, S., Parlos, A.G., and Sunkel J., "Active Rejection of Persistent Disturbances in Flexible Space Structures," Proceedings of the 1990 Conference on Guidance, Navigation and Control, Part 2, pp. 1032-1041, AIAA Paper No. AIAA-90-3428-CP, Eugene, OR, August 1990.

122. Tsai, W.K., Parlos, A.G., and Fernandez, B., "An Associative Memory Knowledge Base for Diagnostics and High Level Control Functions," Proc. of the Conference on Tools for AI, pp. 142-151, Washington, D.C., November 1990.

123. Fernandez, B., Parlos, A.G., and Tsai, W.K., "Artificial Neural Networks Based System Identification and Control of Nuclear Power Plant Components," Proceedings of the 29th Conference on Decision and Control, Vol. 3, pp. 1703-1706, Honolulu, Hawaii, December 1990.

124. Tsai, W.K., Parlos, A.G., and Fernandez, B., "A Novel Associative Memory for High Level Control Functions," Proceedings of the 29th Conference on Decision and Control, Vol. 4, pp. 2374-2379, Honolulu, Hawaii, December 1990.

125. Hwang, C-N., Jayasuriya, S., Parlos, A.G., and Sunkel J., "On the State Space Solutions of H∞ and H2 Formulations," ASME Winter Annual Meeting, Paper No. ASME-B-1594, Dallas, TX, December 1990.

126. Parlos, A.G., Fernandez, B, and Tsai, W.K., "Core Reactivity Estimation in Space Reactors using Recurrent Dynamic Networks," Proc. of the 8th Symposium on Space Nuclear Power Systems, Part 3, pp. 1132-1137, Albuquerque, NM, January 1991.

127. Parlos, A.G., Khan, E.U., Frymire, R., Negron, S., Thomas, K. J. and Peddicord, K.L., "A Preliminary Feasibility Study of Passive In-Core Thermionic Reactors for Highly Compact Space Nuclear Power Systems," Proc. of the 8th Symposium on Space Nuclear Power Systems, Part 3, pp. 1082-1087, Albuquerque, NM, January 1991.

128. Parlos, A.G. and Tsai, W.K., "Artificial Neural Networks Based System Identification and Control of Nuclear Power Plant Components," Proc. of the International Topical Meeting on Advances in Mathematics, Computations, and Reactor Physics, Vol. 2, pp. 8.2 1-1:8.2 1-9, Pittsburgh, PA, April 1991.

129. Menon, S. and Parlos, A.G., "Gain-Scheduled Nonlinear Control of U-Tube Steam Generators at Low Powers," Trans. of the ANS Summer Annual Meeting, Vol. 63, pp. 403-404, Orlando, FL, June 1991.

130. Parlos, A.G., Atiya, A., Chong, K.T., Tsai, W.K., and Fernandez, B., "Empirical Modeling of Nuclear Power Plants using Neural Networks," Trans. of the ANS Summer Annual Meeting, Vol. 63, pp. 109-110, Orlando, FL, June 1991.

131. Parlos, A.G., A. F. Atiya, K. T. Chong, W. K. Tsai, and B. Fernandez, "Recurrent Multilayer Perceptron for Nonlinear System Identification," Proc. of the International Joint Neural Networks Conference, Vol. II, pp. 537-540, Seattle, WA, July 1991.

132. Tsai, W.K., Lo., Z.-P., Lee, H.-M., Liau, T., Chien, R., Yang, R. and Parlos, A. G., "A Novel Self-Organizing Associative Memory and its Application to Nonlinear System Identification," Proc. of the International Joint Neural Networks Conference, Vol. II, p. A-1003, Seattle, WA, July 1991 (full paper was peer reviewed and accepted, but only abstract appeared in the proceedings).

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133. Parlos, A.G., A. F. Atiya, and J. Sunkel, "Parameter Estimation in Space Systems using Recurrent Neural Networks," Proc. of the AIAA Conference on Guidance, Navigation and Control, Part 2, pp. 1010-1022, AIAA Paper No. AIAA-91-2215-CP, New Orleans, LA, August 1991.

134. Parlos, A.G., Khan, E.U., Kent, K., and Peddicord, K.L., "Advanced Thermionic Reactors for Surface Nuclear Power Applications," AIAA/NASA/OAI Conference on Advanced SEI Technologies, AIAA Paper No. AIAA 91-3465, Cleveland, OH, September 1991.

135. Parlos, A.G., Atiya, A., Chong, K.T., Tsai, W.K., and Fernandez, B., "Transient Response Prediction in Nuclear Power Plants using Neural Networks," Proc. of AI91: Frontiers in Innovative Computing for the Nuclear Industry, Vol. II, pp. 490-499, Jackson, WY, September 1991.

136. Menon, S. and Parlos, A.G., "Direct Adaptive Control of U-Tube Steam Generators at Low Powers," Proc. of AI91: Frontiers in Innovative Computing for the Nuclear Industry, Vol. II, pp. 575-584, Jackson, WY, September 1991.

137. Tsai, W.K., Lo., Z.-P., Lee, H.-M., Liau, T., Chien, R., Yang, R. and Parlos, A. G., "A Novel Self-Organizing Associative Memory for Nonlinear System Identification," Proc. of AI91: Frontiers in Innovative Computing for the Nuclear Industry, Vol. II, pp. 480-489, Jackson, WY, September 1991.

138. Patton, A.D., Parlos, A.G., and Shockey, K., "Multi-User Power Modules - A Commercial Evaluation", 42nd IAF International Astronautical Congress, Paper No. IAF-91-220, Montreal, Canada, October, 1991.

139. Parlos, A.G., Atiya, A., Muthusami, J., and Fernandez, B., "Dynamic Gradient Descent Learning Algorithms for Enhanced Empirical Modeling of Power Plants," Trans. of the ANS Winter Annual Meeting, Vol. 64, pp. 178-179, San Francisco, CA, November 1991.

140. Parlos, A. G., Chong, K.T., and Atiya, A.F., "Enhanced Monitoring of Power Plant Transients via Neural Information Processing," Proc. of the EPRI Advanced Digital Computers, Controls, and Automation Technologies for Power Plants Conference, Session 5A, San Diego, CA, February 1992 (EPRI Proceedings Report).

141. Parlos, A. G., and Menon, S., "Fault-Tolerant Design of Adaptive Digital Control Systems for Power Plant Components," Proc. of the EPRI Advanced Digital Computers, Controls, and Automation Technologies for Power Plants Conference, Session 2A, San Diego, CA, February 1992 (EPRI Proceedings Report).

142. Parthasarathy, S., Parlos, A.G., and Atiya, A., "Model Predictive Adaptive Control of Process Systems using Recurrent Neural Networks," Proc. of the 8th Power Plant Dynamics, Control and Testing Symposium, Vol. 2, pp. 59.01-59.12, Knoxville, TN, May 1992.

143. Atiya, A.F., and Parlos, A.G., "Nonlinear System Identification using Spatiotemporal Neural Networks," Proceedings of the International Joint Conference on Neural Networks, Vol. II, pp. 504-509, Baltimore, MD, June 1992.

144. Atiya, A.F., Parlos, A.G., Muthusami, J., Fernandez, B., and Tsai, W.K., "Accelerated Learning in Multilayer Networks," Proceedings of the International Joint Conference on Neural Networks, Vol. III, pp. 925-929, Baltimore, MD, June 1992.

145. Parthasarathy, S., Parlos, A.G., and Atiya, A., "Direct Adaptive Control of Process Systems using Recurrent Neural Networks," Proc. of the 1992 American Control Conference, Vol. 1, pp. 63-65, Chicago, IL, June 1992.

146. Parlos, A.G., Atiya, A.F., and Chong, K. T., "U-Tube Steam Generator Empirical Model Development and Validation using Neural Networks," Trans. of the ANS Summer Annual Meeting, Vol. 65, pp. 108-109, Boston, MA, June 1992.

147. Parlos, A.G., and Patton, A. D., "Empirical Modeling in Power Engineering Using the Recurrent Multilayer Perceptron Network," Proc. of the 1992 Summer Workshop on Neural Network Computing for the Electric Power Industry, pp. 123-128, Stanford, CA, August 1992.

148. Parlos, A.G., Onbasiouglou, F. O., Peddicord, K. L., and Metzger, J. D., "Fault-Tolerant Adaptive Control for Load-Following in Static Space Nuclear Power Systems," Proc. of the 27th Intersociety Energy Conversion Engineering Conference, Paper No. 929453, pp. 2.377-2.382, San Diego, CA, August 1992.

149. Parlos, A.G., and Sunkel, J.W., "Adaptive Stability and Attitude Control of the Space Station/Orbiter Berthing Operations," Proc. of the AIAA Guidance, Navigation and Control Conference, Part 2, pp. 913-923, AIAA Paper No. AIAA-92-4480-CP, Hilton Head, SC, August 1992.

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150. Parlos, A.G., J. Muthusami, and A. Atiya, "Incipient Fault Detection in Power Plants Using Accelerated Neural Network Learning Algorithms," Proceedings of the EPRI 5th Predictive Maintenance Conference, Session 3A, Knoxville, TN, September 1992 (EPRI Proceedings Report).

151. Parlos, A.G., J. Muthusami, and A. Atiya, "Early Detection of Incipient Faults in Power Plants Using Accelerated Neural Network Learning," Trans. of the ANS Winter Annual Meeting, Vol. 66, pp. 133-134, Chicago, IL, November 1992.

152. Tsai, W.K., Lee, H.-M., and Parlos, A.G., “SAM: A Self-Organizing Associative Memory for Nonlinear System Identification,” Proc. of the Intern. Joint Confer. on Neural Networks, Vol. I, pp. 188-194, Beijing, China, November 1992.

153. Parlos, A.G., Atiya, A.F., Fernandez, B., Muthusami, J., and Tsai, W.K., "An Adaptive Backpropagation Learning Algorithm for Multilayer Networks," Intelligent Engineering Systems Through Artificial Neural Networks (ANNIE '92), Vol. 2, pp. 173-178, St. Louis, MO, November 1992.

154. Atiya, A. F., and Parlos, A.G., "Use of Spatiotemporal Neural Networks for Identification of Nonlinear Dynamic Systems," Intelligent Engineering Systems Through Artificial Neural Networks (ANNIE '92), Vol. 2, pp. 663-668, St. Louis, MO, November 1992.

155. Tsai, W.K., Lee, H.-M., and Parlos, A.G., "A Self-Learning Rule Base for Command Following in Dynamical Systems," Proc. of the North American Fuzzy Information Processing Systems Conference '92, Vol. II, pp. 108-115, Puerto Vallarta, Mexico, December 1992.

156. Parlos, A.G. and Metzger, J. D., "A Feasibility Study for a Contained Pulsed Nuclear Propulsion Concept," Proc. of the 10th Symposium on Space Nuclear Power and Propulsion Systems, Part III, pp. 1613-1620, Albuquerque, NM, January 1993.

157. Parlos, A.G., and Metzger, J. D., "A Framework for Intelligent Control of Nuclear Rockets," Proc. of the 10th Symposium on Space Nuclear Power and Propulsion Systems, Part III, pp. 1265-1274, Albuquerque, NM, January 1993.

158. Parlos, A. G., Chong, K. T., and Atiya, A. F., “Application of the Recurrent Multilayer Perceptron for Transient Modeling of Complex Process Systems,” Proc. of the World Congress on Neural Networks, Vol. I, pp. 140-148, Portland, OR, July 1993.

159. Atiya, A., and Parlos, A.G., "Unifying Recurrent Network Training Algorithms," Proc. of the World Congress on Neural Networks, Vol. III, pp. 585- 588, Portland, OR, July 1993.

160. Parthasarathy, S., Parlos, A. G., and Atiya, A. F., “Anticipatory Control: A Software Retrofit for Current Plant Controllers,” Trans. of the ANS Winter Annual Meeting, Vol. 68, pp. 103-108, San Fransisco, CA, November 1993.

161. Parlos A.G. and Patton, A. D., “Long-Term Electric Load Forecasting Using a Dynamic Neural Network Architecture”, Proc. of the Joint International Power Conference Athens Power Tech 1993, Vol. 2, pp. 816-820, Athens, Greece, September 1993.

162. Parlos, A. G., and Patton, A. D., “A Comparative Study of Dynamic Neural Network Models for Long-Term Forecasting of Total Energy Usage,” Proc. of the EPRI 9th Electric Utility Forecasting Symposium, San Diego, CA, September 1993 (paper accepted but later withdrawn because of schedule conflicts).

163. Onbasioglu, F. O., Parlos, A.G., Peddicord, K. L., and Metzger, J. D., "Gain-Scheduled Controller Design for Load-Following in Static Space Nuclear Power Systems," Proc. of the 11th Symposium on Space Nuclear Power and Propulsion Systems, Vol. 2, pp. 808-815, Albuquerque, NM, January 1994.

164. Metzger, J. D., Venetoklis, P., and Parlos, A. G., “A Review of Contained Pulsed Nuclear Propulsion System Analysis,” 31st AIAA/ASME/SAE/ASEE Joint Propulsion Conference & Exhibit, Paper No. AIAA-9502902, San Diego, CA, July 10-12, 1995.

165. Toliyat, H. A., Arefeen, M. S., and Parlos, A. G., “A Method for Dynamic Simulation and Detection of Air-Gap Eccentricity in Induction Machines,” Proc. of the IEEE Conference of Industry Applications, Orlando, FL, October 9-13, 1995, pp. 629-636.

166. Parlos, A. G., Oufi, E., Muthusami, J., and, Patton, A. D., “Development of an Intelligent Long-Term Electric Load Forecasting System,” IEEE International Conference on Intelligent System Applications on Power Systems ‘96, pp. 105-111, Orlando, FL, February 1996.

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167. Oh, S.-K., and Parlos, A. G., “Optimum Operation for Industrial Cogeneration with Back-Pressure and Extraction Condending Turbine/Generators,” Proc. of the International Conference on Electrical Engineering ‘97, pp. 325-331, Matsue, Japan, Jul. 29 - Aug. 1, 1996.

168. Chong, K. T. and Parlos, A. G., “Comparison of the Traditional and the Neural Networks Approaches in a Stochastic Nonlinear System Identification,” Proc. of the American Control Conf., pp. 1111-1116, Albuquerque, NM, June 1997.

169. Nandi, S., Toliyat, H. A., and Parlos, A. G., “Performance Analysis of a Single-Phase Induction Motor Under Eccentric Conditions,” Proc. of the IEEE Conference of Industry Applications, New Orleans, LA, Oct. 5-9, 1997, pp. 174-181.

170. Atiya A., and Parlos, A. G., “An Accelerated Recurrent Network Training Algorithm,” Proc. of the 1998 IEEE World Congress on Computational Intelligence, pp. 450-458, Anchorage, AK, May 4-9, 1998.

171. Menon, S. K., Atiya, A. F., and Parlos, A. G., “System Identification for Intelligent Diagnostics,” Proc. of the MARCON 98, pp. 222-230, Knoxville, TN, May 1998.

172. Williams, R. B., and Parlos, A. G., “State-Estimation and Concurrent Incipient Anomaly Detection for Nonlinear Processes,” Proc. of the MARCON 98, pp. 123-129, Knoxville, TN, May 1998.

173. Williams, R. B. and Parlos, A.G., "Generally Applicable Sub-Optimal Adaptive State Filtering," AIAA Guidance, Navigation, and Control Conference, pp. 333-343, Boston, MA, August 1998.

174. Nandi, S., Bharadwaj, R, Toliyat, H. A., and Parlos, A.G., “Performance Analysis of a 3-Phase Induction Motor Under Mixed Eccentricity Conditions,” Second International Conference on Power Electronics, Drives and Energy Systems for Industrial Growth, Perth, Australia, November 30 – December 3, 1998, pp. 123-128.

175. Bharadwaj, R, A. G. Parlos, H. A. Toliyat, and S. K. Menon, “A Neural Network-based Speed Filter for Induction Motors: Adapting to Motor Load Changes,” Proc. of the International Joint Conference on Neural Networks, pp. 445-451, Washington, D.C., June, 1999.

176. A. G. Parlos, S. K. Menon, and A. F. Atiya, “Adaptive State Estimation Using Dynamic Recurrent Neural Networks,” Proc. of the International Joint Conference on Neural Networks, pp. 234-241, Washington, D.C., June, 1999.

177. A. G. Parlos, O. T. Rais, and A. F. Atiya, “Multi-Step-Ahead Prediction Using Dynamic Recurrent Neural Networks,” Proc. of the International Joint Conference on Neural Networks, pp. 560-566, Washington, D.C., June, 1999.

178. Bharadwaj, R, A. G. Parlos, H. A. Toliyat, and S. Nandi, “A Neural Network-based Speed Filter for Induction Motors: Adapting to Motor Condition Changes,” Proc. of the IEEE International Conference on Diagnostics for Electrical Machines, Power Electronics, and Drives, pp. 178-185, Dijon, Spain, September, 1-3, 1999.

179. Nandi, S, R. Bharadwaj, H. A. Toliyat, and A. G. Parlos, “Simulation of a Three Phase Induction Motor with Incipient Rotor Cage Faults,” Proc. of the IEEE International Conference on Diagnostics for Electrical Machines, Power Electronics, and Drives, pp. 101-111, Dijon, Spain, September, 1-3, 1999.

180. Bharadwaj, R, A. G. Parlos, and H. A. Toliyat, “Adaptive Neural Networks-Based State Filter for Induction Motor Speed Estimation,” Proc. of the 1999 IEEE Industrial Electronics Society Annual Meeting, pp. 333-341, San Jose, CA, December 1999.

181. Muthusami, J., Parlos, A.G., Pandey, R. K., and Howze, J. W., "Control-relevant Modeling of the Czockralski Single Crystal Growth Process Using Neural Networks," pp. 3996-4000, Proc. of the 2000 American Control Conference, Chicago, IL, June 2000.

182. Parlos, A.G., Parthasarathy, S., and Atiya, A. F., "Neuro-predictive Process Control Using On-Line Controller Adaptation," Proc. of the 2000 American Control Conference, pp.2164-2168, Chicago, IL, June 2000.

183. Menon, S., Parlos, A. G., and Atiya, A.F., “Nonlinear State Filtering for Fault Diagnosis and Prognosis in Complex Systems Using Recurrent Neural Networks,” Proc. of the 4th Symposium on Fault Detection, Supervision and Safety for Technical Processes, IFAC SAFEPROCESS 2000, pp. 338-349, Budapest, Hungary, June 2000.

184. Parlos, A. G., and Kazantzis, N. “Enhancing Operational Performance of MEMS Through Empirical Modeling,” (extended abstract) Proc. of the 2nd TEXMEMS Conference, Dallas, Texas, July 2000.

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185. Kim, K., and Parlos, A. G., “Model-based Fault Diagnosis of Electromechanical Systems Using Dynamic Recurrent Neural Networks,” Proc. of the 7th Mechatronics Forum International Conference, pp. 145-152, Atlanta, Georgia, September 2000.

186. Parlos, A. G., and Kazantzis, N. “Operational Modeling in Micro and Nano Systems,” (extended abstract) Proc. of the Nanotechnology Conference, Clear Lake, Texas, September 2000.

187. Parlos, A. G. and Kim, K., “An Early Warning System for Detecting Incipient Electric Machine Failures,” Proc. of the COMADEM 2000 World Congress, pp. 441-450, Houston, Texas, December 2000.

188. Parlos, A. G. and Kim, K., “Development and Experimental Demonstration of a Model-based Fault Detection System for Electromechanical Systems,” Proc. of the 2001 American Control Conference, pp. 1455-1461, Arlington, Virginia, June 2001.

189. Parlos, A. G., Kim, K., and Bharadwaj, R. M., “Early Detection of Plant Equipment Failures: A Case Study in Just-In-Time Maintenance,” Proc. of the 2001 ANS Conference, pp. 274-280, Milwaukee, Wisconsin, June 2001.

190. Parlos, A. G., Menon, S. K., and Atiya, A. F., “State Filtering with Identified Error Dynamics and Dynamic Networks,” Proc. of the International Joint Conference on Neural Networks, pp. 445-451, Washington, D.C., July 2001.

191. Parlos, A. G., Kim, K. and Bharadwaj, R., “Detection of Induction Motor Faults - Combining Signal-based and Model-based Techniques,” Proc. of the 2002 American Control Conference, pp. 445-452, Anchorage, Alaska, May 2002.

192. Parlos, A. G., and Kim, K., “Model-based Incipient Fault Diagnosis - Multi-Step Neuro-predictors and Multiresolution Signal Processing,” Proc. of the 2002 World Congress on Computation Intelligence, pp. 1112-1118, Honolulu, Hawaii, May 2002.

193. Parlos, A. G., “Identification of the Internet End-to-end Delay Dynamics Using Multi-Step Neuro-predictors,” Proc. of the 2002 World Congress on Computation Intelligence, pp. 566-572, Honolulu, Hawaii, May 2002.

194. Parlos, A. G., Floyd, E., and Leonard, R., “Efforts to Develop an Internet Accessible Motor Incipient Fault Simulator,” Proc. of the EPRI Conference on Motor Predictive Maintenance, pp. 366-372, St. Louis, MO, August 2002.

195. Kazantzis, N., Chong, K. T., Park, J. H., and Parlos, A. G., “Control-Relevant Disctretization of Nonlinear Systems with Time-Delay Using Taylor-Lie Series,” Proc. of the 2003 American Control Conference, pp. 149-154, Denver, CO, June 2003.

196. Harihara, P., Kim, K., and Parlos, A. G., “Signal-based versus Model-based Fault Diagnosis - A Trade-off in Complexity and Performance,” Proc. of the 2003 Symposium on Diagnostics of Electric Machines, Power Electronics and Drives, pp. 245-255, Atlanta, GA, August 2003.

197. Bhattacharya, A., Parlos, A. G., and Atiya, A. F., “Prediction of MPEG-coded Video Source Traffic Using Recurrent Neural Networks,” Proc. of the 2003 International Joint Conference on Neural Networks, pp. 999-1004, Portland, OR, July 2003.

198. Harihara, P., Kim, K., and Parlos, A. G., “Reducing the Impact of False Alarms in Smart Rotating Machines,” Proc. of the 2003 Design Engineering Technology Conferences - Smart Dynamical Systems, pp. 554-560, Chicago, IL, September 2003.

199. Parlos, A. G., and Ye, D., “A Transport Model for Flow Processes Characterized by Time-Varying Time Delays,” Proc. of the 2003 Conference on Decision and Control, pp. 1884-1890, Maui, HI, December 2003.

200. Bhattacharya, A., Parlos, A. G., and Atiya, A. F., “Prediction of MPEG-coded Video Source Traffic Using Recurrent Neural Networks,” Proc. of the 46th IEEE International Midwest Symposium on Circuits and Systems, pp. 356-362, Cairo, Egypt, December 2003.

201. Atiya, A. F., Parlos, A. G. And Ingber, L., “A Reinforcement Learning Method Based on Adaptive Simulated Annealing,” Proc. of the 46th IEEE International Midwest Symposium on Circuits and Systems, pp. 745-751, Cairo, Egypt, December 2003.

202. Atiya, A. F., and Parlos, A. G., “A Reinforcement Learning Method Based on Adaptive Simulated Annealing,” Proc. of the 46th IEEE International Midwest Symposium on Circuits and Systems, pp. 222-230, Cairo, Egypt, December 2003.

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203. Langari, R. and Parlos, A. G., “Prognostics System for the H-60 Intermediate Gearbox,” Proceedings of the 8th Joint Conference on Aging Aircraft, Palm Springs, CA, March 2006.

204. Harihara, P, Parlos, A. G., and Bharadwaj, R., “Real-time Implementation of a Neural Speed Filter for Induction Motors Operating Under Normal and Faulty Conditions,” 2005 American Control Conference, pp. 667-673, Portland, Oregon, June 2005.

205. Hua Su, Kil To Chong, A.G. Parlos, “A Neural Network Method for Induction Machine Fault Detection with Vibration Signal”, Lecture Notes in Computer Science, Volume 3481, pp. 1293 – 1302, April 2005.

206. Su, H, Chong, K. T., and Parlos, A. G., “Induction Machine Condition Monitoring Using Neural Network Modeling,” 8th International Conference on Parallel Computing Technologies, Krasnoyarsk, Russia, pp. 345-350, September 2005.

207. Parlos, A.G. and Langari, R., “Prognostics for Critical Mechanical Subsystems of the H-60,” Proceedings of the 9th Joint Conference on Aging Aircraft, Atlanta, GA, March 2006.

208. Harihara, P. P. and Parlos, A. G., “Sensorless Detection of Cavitation in Centrifugal Pumps,” in Proceedings of ASME International Mechanical Engineering Congress and Exposition (IMECE) 2006, Paper No. IMECE2006-14655, Chicago, IL, November 5-10, 2006.

209. Harihara, P., and A. G. Parlos, “Sensorless Detection of Impeller Cracks in Motor Driven Centrifugal Pumps,” Proceedings of the 2008 ASME International Mechanical Engineering Congress & Exposition, Paper No. IMECE2008-66273, Boston, MA, November 2008.

210. Harihara, P., and A. G. Parlos, “Sensorless Detection and Isolation of Fault in Motor-Pump Systems,” Proceedings of the 2008 ASME International Mechanical Engineering Congress & Exposition, Paper No. IMECE2008-66446, Boston, MA, November 2008.

211. Seung, J., A. F. Atiya, A. G. Parlos and K. T. Chong, “Parameter Estimation of Coupled Tanks Using Estimate Filtering,” Proceedings of the 2012 International Conference on Frontiers in Mechanical Engineering, Materials and Energy, Beijing, China, December 2012.

Pending Conference Publications Technical Reports

212. Parlos, A., Steam Generator Carryover and Heat Transfer During a Steam Line Break Accident, M.S. Thesis, Dept. of Nuclear Eng. and Dept. of Mechanical Eng., MIT, Feb. 1985.

213. Liao, L. Y., Parlos, A. and Griffith, P., Heat Transfer, Carryover, and Fall Back in PWR Steam Generators During Transients, NUREG/CR-4376, EPRI NP-4298, Sept. 1985.

214. Parlos, A.G., Non-Linear Multivariable Control of Power Plants Based on the Unknown-but-Bounded Modeling Methodology, Sc.D. Thesis in Automatic Control and System Engineering, MIT, June 1986.

215. Buden, D., El-Genk, M.S., Parlos, A.G., Mims, J., McGhee, J. and Lapin, S., Pellet Bed Reactor Concept, Science Applications International Corp., Albuquerque, NM, March 31, 1987, (final report prepared for the U.S. Department of Energy Contract No. DE-AC03-86SF16508).

216. Parlos, A.G., Mukerjee, A., Caulfield, J., Nelson, E., and Cox, T., Detail Design Review for the Autonomous Underwater Vehicle (AUV), Texas A&M University, College Station, TX, January 1988, (interim report submitted to the Sea Grant Office, National Oceanic and Atmospheric Administration and Naval Surface Warfare Center).

217. Montgomery, R. O.., Peddicord, K.L., Thomas, J. K.., Sunderland, D. J.., George, J. A.., Lyon, P.C., Schmitz, P.C., Hassan, Y. A.., Parlos, A.G., and Schlapper, G. A.., The Impact of Advanced Power Systems on the Evolutionary Space Station, Department of Nuclear Engineering, Texas A&M University, College Station, TX, May 1988, (final report submitted to NASA Lewis Research Center, Project #NAG 3-820).

218. Williams, G. N., Pooch, U., Safford, D., Mayer, R., Parlos, A., Robinson, D., and Glynn, J., An Investigation and Development of a Prototype Knowledge Based Control System for An Autonomous Underwater Vehicle, Texas A&M University, College Station, TX, August 1988, (final report submitted to Naval Surface Warfare Center).

219. Abed, E., Khan, E., Lavagnino, A., Parlos. A., and Smith, R., Space Station Power System: An Assessment of the Power Management and Distribution (PMAD) System Requirements, Performance and Architecture,

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BDM International Inc., McLean, VA, Report No. 1-6003-88, September 1988, (report submitted to the Ford Aerospace Corporation, Reston, VA).

220. Simmons, J., Parlos, A.G., and Peddicord K.L., Assessment and Application of ARROTTA for DBA, Department of Nuclear Engineering, Texas A&M University, College Station, TX, December 1988, (report submitted to the Electric Power Research Institute, Palo Alto, CA).

221. Parlos, A.G., Design of an Optimal Pointing System for Space Station Solar Dynamics System, Department of Nuclear Engineering, Texas A&M University, College Station, TX, December 1988, (report submitted to NASA Johnson Space Center, Project # NAG 9-275).

222. Parlos, A.G., Fernandez, B., and Tsai, W.K., A Neural Network Architecture for Enhanced Diagnostics and Control of Nuclear Power Plant Component, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 89-DISL-01, February 1989, (also proposal submitted to the U.S. DOE on March 1989).

223. Khan, E.U., Parlos, A.G., Da Silva, H., and Menon, S., Space Station Electric Power System (EPS): An Assessment of the Power Management and Distribution (PMAD) System Requirements, Performance and Architecture, BDM International Inc., McLean, VA, Report No. 1-2993-89, March 1989, (report submitted to the Ford Aerospace Corporation, Reston, VA).

224. Khan. E.U., Parlos, A.G., Da Silva, H., and Abed, E., Space Station Electric Power System (EPS): An Assessment of the Power Management and Distribution (PMAD) System Requirements, Performance and Architecture, BDM International Inc., McLean, VA, Report No. 1-4096-89, June 1989, (report submitted to the Ford Aerospace Corporation, Reston, VA).

225. Simmons, J., Parlos, A.G., and Peddicord K.L., Assessment and Application of ARROTTA for DBA, Department of Nuclear Engineering, Texas A&M University, College Station, TX, June 1989, (report submitted to Electric Power Research Institute, Palo Alto, CA).

226. Metzger, J. D.., El-Genk, M.S. and Parlos, A.G., Application of a Model-Reference Adaptive Controller to Ensure Load-Following of an SP-100 Type Space-Nuclear Power System, Los Alamos National Laboratory, Los Alamos, NM, Report No. LA-UR-89-1982, September, 1989.

227. Khan, E.U., Da Silva, H., Parlos, A.G., and Abed, E., Modular Electric Power System Assessment Tool (MEPSAT), Functional Requirements Document, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 89-DISL-02, September 1989.

228. Khan, E.U., Da Silva, H., Parlos, A.G., and Abed, E., Modular Electric Power System Assessment Tool (MEPSAT), User's Manual, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 89-DISL-03, September 1989.

229. Khan, E.U., Da Silva, H., Parlos, A.G., and Abed, E., Modular Electric Power System Assessment Tool (MEPSAT), Test Analysis Report, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 89-DISL-04, September 1989.

230. Khan, E.U., Parlos, A.G., and Da Silva, H., Space Station Power System: An Assessment of the Power Management and Distribution (PMAD) System Requirements, Performance and Architecture, BDM International Inc., McLean, VA, Report No. 1-7150-89, November 1989, (interim report submitted to the Ford Aerospace Corporation, Reston, VA).

231. Parlos, A.G., Frymire, R., and Negron, S., Preliminary Design Studies for Compact Space Nuclear Power System Concepts, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 89-DISL-05, December 1989.

232. Khan, E.U., and Parlos, A.G., New Concepts for Compact Space Reactor Power Systems for Space Based Radar Applications: A Feasibility Study, BDM International Inc., McLean, VA, Report No. 1-7268-89, December 1989.

233. Parlos, A.G., Fernandez, B., and Tsai, W.K., Neural Network Architectures for Enhanced Diagnostics and Control of Nuclear Power Plant Components, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 90-DISL-04, July 1990, (progress report to the U.S. DOE, Grant No. DE-FG07-89ER12893, July 1990).

234. Parlos, A.G., Attitude Control/Momentum Management and Payload Pointing in Advanced Space Vehicles, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M

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University, College Station, TX, Technical Report 90-DISL-05, August 1990, (progress report to NASA JSC Grant No. 9-275, August 1990).

235. Braxton, R., Markwardt, J., Jones, R., Parlos, A.G., and Khan, E.U., Space Station Freedom Integrated Fluids Mass Balance Analysis, BDM International Inc. Report No. 1-6029-90, McLean, VA, September, 1990.

236. Parlos, A.G., Development of Active Vibration Control Techniques for Flexible Space Structures, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 90-DISL-06, October 1990, (progress report to NASA JSC Grant No. 9-347, also NASA-CR-185643, July 1990).

237. Parlos, A.G., and Menon, S., Gain-Scheduled Nonlinear Control of U-Tube Steam Generators at Low Powers, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 90-DISL-07, December 1990.

238. Parlos, A.G., Atiya, A. F., Fernandez, B., and Tsai, W.K., Neural Network Architectures for Enhanced Diagnostics and Control of Nuclear Power Plant Components, Decision and Information Systems Laboratory, Department of Nuclear Engineering, Texas A&M University, College Station, TX, Technical Report 91-DISL-01, May 1991, (progress report to the U.S. DOE, Grant No. DE-FG07-89ER12893).

239. Tsai, W.K., and Parlos, A.G., A Neural Fuzzy Expert System Based on a Self-Organizing Associative Memory, Technical Report No. ECE-91-13, Department of Electrical and Computer Engineering, University of California, Irvine, CA 92717, September 1991.

240. Tsai, W.K., and Parlos, A.G., SAM: A Novel Self-Organizing Associative Memory and Its Application to Nonlinear System Identification, Technical Report No. ECE-91-12, Department of Electrical and Computer Engineering, University of California, Irvine, CA 92717, September 1991.

241. Parlos, A. G., Patton, A. D., Oufi, E. and Muthusami, J., Long-Term Electric Load Forecasting for Electric Utilities Using Neural Information Processing Systems, Texas A&M University, College Station, TX, Technical Report 94-DISL-01, August 1994, (final report to the APPA for DEED Grant).

242. Parlos, A.G., Atiya, A. F., Fernandez, B., and Tsai, W.K., Neural Network Architectures for Enhanced Diagnostics and Control of Nuclear Power Plant Components, Department of Nuclear Engineering, Texas A&M University, College Station, TX, August 1995, (final report to the U.S. DOE, Grant No. DE-FG07-89ER12893).

243. Bolch, W. E., and Parlos, A. G., Investigation of Natural and Man-Made Radiation Effects on Crews on Long-Duration Space Missions, Department of Nuclear Engineering, Texas A&M University, College Station, TX, February 1996, (final report to NASA LeRC, Grant No. NAG3-1326).

244. Parlos, A.G., and Peddicord, K. L., Investigation and Feasibility Assessment of TOPAZ-II Derivatives for Space Power Applications,” Department of Nuclear Engineering, Texas A&M University, College Station, TX, December 1997, (final report to NASA LeRC, Grant No. NAG3-1235).

245. Parlos, A. G., and J. W. Howze, Intelligent Processing of a Novel Wide Bandgap Semiconductor Material for Device Applications, Final Report to the State of Texas Advanced Technology & Research Program, September 1998.

246. Parlos, A. G., and H. A. Toliyat, Just-In-Time Maintenance, Final Report to the State of Texas Advanced Technology & Research Program, September 1998.

247. Parlos, A. G., Just-In-Time Maintenance of Nuclear Power Plants, Interim Research Progress Report to the US Department of Energy, June 1999.

248. Parlos, A. G., Just-In-Time Maintenance of Nuclear Power Plants, Interim Research Progress Report to the US Department of Energy, June 2000.

249. Parlos, A. G., Just-In-Time Maintenance of Nuclear Power Plants, Final Report to the US Department of Energy, December 2001.

250. Parlos, A. G., Jayasuriya, S., and Kim, W.-J., A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing, and Control, Interim Research Progress Report to the US National Science Foundation, June 2002.

251. Parlos, A. G., Jayasuriya, S., and Kim, W.-J., A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing, and Control, Interim Research Progress Report to the US National Science Foundation, July 2003.

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252. Parlos, A. G. and Langari, R., Condition Monitoring and Prognostics, Final Report to the US Department of Defense, Joint Council on Aging Aircraft, October 2005.

253. Parlos, A. G., Jayasuriya, S., and Kim, W.-J., A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing, and Control, Final Report to the US National Science Foundation, March 2006.

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6. RESEARCH PROJECTS – Total: $4,250,000; Prorated: $2,610,000

EXTERNAL – Total: $4,025,000; Prorated: $2,460,000 Funded Research Projects

1. "Impact of Advanced Power Systems on the Evolutionary Space Station," NASA Lewis Research Center,

PI: Kenneth L. Peddicord, Co-PIs: Alexander G. Parlos, Yassin A. Hassan, Gerald A. Schlapper, No Graduate Student, October 1987 - February 1988, $50,000.

2. "Design of an Optimal Pointing System for Space Solar Dynamic Systems", NASA Johnson Space Center, PI: Alexander G. Parlos, 2 Graduate Students, June 1988 - May 1991, $60,000.

3. "Assessment and Application of ARROTTA for Design Base Accidents", Electric Power Research Institute, PI: Alexander G. Parlos, Co-PI: Kenneth L. Peddicord, 1 Graduate Student, August 1988 - June 1989, $52,000.

4. "Investigation of Nonlinear Stability Characteristics of High Frequency Power Management and Distribution Systems for Space Applications", The BDM Corporation, PI: Alexander G. Parlos, 1 Graduate Student, January 1989 - September 1989, $27,000.

5. "Controller Synthesis for Disturbance Rejection of Systems Subjected to Structural Vibrations", NASA Johnson Space Center, PI: Alexander G. Parlos, Co-PI: Suhada Jayasuriya, 2 Graduate Students, April 1989 - December 1990, $71,000.

6. "Neural Networks Architectures for Enhanced Diagnostics and Control of Nuclear Power Plant Components", U.S. Department of Energy, PI: Alexander G. Parlos, 3 Graduate Students, September 1989 - September 1993, $461,000.

7. "Commercial Space Power Systems Study," Lockheed Missiles and Space Co. and NASA Center for Commercial Development of Space Power, Co-PIs: Alton D. Patton, Alexander G. Parlos, Prasad Enjeti, and Oliver Murphy, No Graduate Students, September 1989 - August 1990, $88,000.

8. "Design of Robust Attitude and Stabilization Systems for Minimizing the Control/Structures Interaction in Advanced Space Vehicles," NASA Johnson Space Center, PI: Alexander G. Parlos, 1 Graduate Student, September 1990 - August 1994, $88,000.

9. "Robust Adaptive System Technology for Guidance, Navigation and Control of Advanced Spacecrafts," NASA Johnson Space Center, PI: Alexander G. Parlos, 2 Graduate Students, January 1991 - August 1996, $270,000 (only $150,000 has been received thus far).

10. "Investigation and Feasibility Assessment of TOPAZ-II Derivatives for Space Applications," NASA Lewis Research Center (funds originated from SDIO) and NASA Center for Commercial Development of Space Power, PI: Alexander G. Parlos, Co-PI: Kenneth L. Peddicord, 2 Graduate Students, April 1991 - May 1993, $140,000.

11. "Adaptive Control System Design for Advanced Spacecrafts using Artificial Neural Systems," NASA Johnson Space Center, PI: Alexander G. Parlos, 1 Graduate Student, September 1991 - August 1994, $66,000.

12. "Investigation of Crew Cancer Risk Reduction by Utilizing Nuclear Propulsion in Manned Space Missions," NASA Lewis Research Center, Co-PIs: Alexander G. Parlos & Wesley E. Bolch, 2 Graduate Students, June 1992 - May 1995, $350,000 (only $100,000 has been received thus far).

13. "Long-Term Forecasting Methods for Electric Utilities using a Neural Information Processing Approach," American Public Power Association, Co-PIs: Alexander G. Parlos and A. D. Patton, 2 Graduate Students, January 1993 - December 1993, $50,000.

14. "Optimized Design of a Semi-Automated Two-Phase Flow Experiment Capable of Completing Shuttle and KC-135 Aircraft Missions," NASA Johnson Space Center, PI: Alexander G. Parlos, 1 Graduate Student, June 1993 - May 1996, $86,000.

15. “Decision Analysis for Plutonium Disposition,” U.S. Department of Energy (through the University of Texas at Austin), PI: Alexander G. Parlos, June 1995 - October 1996, $12,000.

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16. “Intelligent Processing of a Novel Wide Bandgap Semiconductor Material for Device Applications”, Texas Higher Education Coordinating Board, PI: Alexander G. Parlos, Co-PIs: Jo W. Howze, Kumar Pandey, Richard Wilkins, January 1996 - December 1997, $200,000.

17. “Intelligent Processing of a Novel Wide Bandgap Semiconductor Material for Device Applications”, NASA Center for Space Power, PI: Alexander G. Parlos, Co-PIs: Jo W. Howze, Kumar Pandey, January 1996 - December 1997, $100,000.

18. “Intelligent Processing of a Novel Wide Bandgap Semiconductor Material for Device Applications”, MEMC Electronics, Inc. as a contribution to the NSF CEMDAS at Texas A&M University, PI: Alexander G. Parlos, Co-PIs: Jo W. Howze, Kumar Pandey, January 1996 - December 1998, $30,000.

19. “Just-In-Time Maintenance”, Texas Higher Education Coordinating Board, PI: Hamid A. Tolliyat, Co-PI: Alexander G. Parlos, January 1996 - December 1997, $150,000.

20. “Just-In-Time Maintenance of Nuclear Power Plants,” U.S. Department of Energy, PI: Alexander G. Parlos, Co-PI: Hamid A. Toliyat, June 1998 – December 2001, $417,000.

21. “Smart Rotating Machinery,” National Science Foundation, PI: Sherif Noah, Co-PIs: A. G. Parlos, S. Jayasuriya, January 2001 – December 2001, $60,000.

22. “A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing and Control,” National Science Foundation, PI: A. G. Parlos, Co-PIs: W. J. Kim, S. Jayasuriya, September 2001 – August 2004, $512,000 (including REU funds and cost sharing).

23. “Integrated Multidimensional Positioning Technology for Precision Manufacturing Equipment,” Texas Advanced Technology and Research Program, PI: W. J. Kim, Co-PI: S. Jayasuriya, Collaborator: A. G. Parlos, January 2002 – December 2003, $249,999 (including cost sharing).

24. “Dynamic Load Balancing of Web Caches in Time-Varying Network Traffic Conditions,” Atlan Systems, Inc., PI: A. G. Parlos, September 2001 – August 2002, $37,000.

25. “Remote Machine Monitoring over the Internet,” Emaintec, Corp., PI: A. G. Parlos, September 2001 – August 2002, $80,000.

26. “High Reliability and Availability Automation Technology Roadmap for Ultra-Deep Water Exploration and Production of Petroleum Reserves,” US Department of Energy, PI: R. Langari, Co-PI: A. G. Parlos, May 2003 – December 2003, $150,000.

27. “Condition Monitoring and Prognostics,” US Department of Defense, PI: J. Ayala, Co-PIs: R. Langari and A. G. Parlos, June 2004 – November 2005, $450,000.

28. “Alternatives Analysis for Initial & Future TxDOT Deployment of a Dual Mode, Automated Transportation System,” Texas Department of Transportation, PI: C. Economides, Co-PI: J. Longbottom & A. G. Parlos, September 2006 – August 2007, $104,000.

Major Participation in Funded Research Projects 1. "Phase II Development of an Intelligent Control System for An Autonomous Underwater Vehicle (AUV)",

National Oceanographic and Atmospheric Administration Sea Grant Program and Naval Surface Warfare Center, Project Manager: Glenn Williams, PIs: Alexander G. Parlos, Rick Mayer, Udo Pooch, Don Friesen, 8 Graduate Students, September 1987-August 1988, $500,000.

2. “Just-In-Time Maintenance,” Defense Advanced Research Projects Agency Technology Reinvestment Program, Awarded to Grumman Data Systems, Long Island Lighting Company, and Texas A&M University, 1993-1995, $1,900,000.

Major Participation in Funded Research Projects as Invited Participant 1. "Education: A Commercial Space Study," NASA Headquarters, PI: Oran Nicks, No Graduate Students,

January 1990 - June 1990, $85,000. INTERNAL – Total: $195,000; Prorated: $145,000 Regular Grant and Project Funds

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1. “Cost Effective Operation of Motor Drives During Incipient Failures,” Energy Efficiency Research Funds,

PIs: Hamid A. Toliyat and Alexander G. Parlos, 0 Graduate Student, June 1996 - May 1997, $25,000. 2. “Advanced Digital Monitoring, Diagnosis and Control,” Interdisciplinary Research Funds, PIs: Nick

Kazantzis, Dale Whittaker and Alexander G. Parlos, 3 Graduate Student, June 2000 - May 2001, $50,000. Startup Funds 1. "Time Domain Robustness Measures for Systems Subjected to Unknown-but-Bounded Disturbances,”

Texas A&M University Engineering Excellence Funds, PI: Alexander G. Parlos, 1 Graduate Student, January 1988 - December 1988, $15,000.

2. “Nonlinear System Identification using Artificial Neural Networks,” Texas A&M University Engineering Excellence Funds, PI: Alexander G. Parlos, 2 Graduate Student, January 1989 - December 1989, $25,000.

Equipment Grants 1. College of Engineering Grant for the purchase of a VAXStation 2000 with 159 MB hard disk, February

1988, $5,500. 2. College of Engineering Grant for the purchase of a VAXStation 3100, March 1989, $20,000. 3. Neurocomputer, Texas Engineering Experiment Station & Nuclear Engineering Department, PI: Alexander

G. Parlos, Co-PI: Benito Fernadez, No Graduate Students, November 1989, $50,000. Computer Time Grants 1. "Power Plant Simulation and Fault Detection Using Neural Networks", Texas A&M University

Supercomputer Center, PI: Alexander G. Parlos, 10 Graduate Students, October 1991- December 1993, 3,820 sbus.

2. "Neural Networks Simulation", Texas A&M University CSI, SGI - Terminator, PI: Alexander G. Parlos, 10 Graduate Students, November 1995, 2,500 hours.

3. "Neural Networks Simulation", Texas A&M University CSI, Cray J90, PI: Alexander G. Parlos, 10 Graduate Students, November 1995, 1,000 hours.

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7. RESEARCH PROPOSALS 1. "Impact of Advanced Power Systems on the Evolutionary Space Station", NASA Lewis Research Center, PI:

Kenneth L. Peddicord, Co-PIs: Yassin A. Hassan, Gerald A. Schlapper, and Alexander G. Parlos, July 1987, Funded, $50,000.

2. "Studies of the PRISM and SAFR Advanced Liquid Metal Reactor Designs", US Department of Energy, PI: Kenneth L. Peddicord, Co-PIs: Yassin A. Hassan, Bahram Nassersharif, and Alexander G. Parlos, Competitive and Peer Reviewed, September 1987, Not Funded, $2,530,000.

3. "A Nuclear Coupled Thermoelectric Power System for Category III Multimegawatt Space Power Applications", US Department of Energy, PI: Kenneth L. Peddicord, Co-PIs: Fred R. Best, Yassin A. Hassan, Bahram Nassersharif, and Alexander G. Parlos, Competitive and Peer Reviewed, September 1987, Not Funded, $354,000.

4. "An Optimal Disturbance Rejection Control System for Large Space Structures", NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, November 1987, Not Funded, $58,000.

5. "Design of an Optimal Pointing System for Space Solar Dynamic Systems", NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, November 1987, Funded, $60,000.

6. "Nuclear System Specification Advisor", Texas Higher Education Coordinating Board, PI: Alexander G. Parlos, Co-PI: Kevan Crawford, Competitive and Panel Reviewed, January 1988, Not Funded, $207,000.

7. "Experimental Validation of Nonlinear Control Strategies as Applied to High Speed Mechanical Systems", Texas Higher Education Coordinating Board, PI: Alexander G. Parlos, Co-PI: Suhada Jayasuriya, Competitive and Panel Reviewed, January 1988, Not Funded, $206,000.

8. "Multivariable Control System Design for Large Scale Systems Subjected to Unknown-but-Bounded Disturbances", National Science Foundation, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1988, Not Funded, $60,000.

9. "Numerical Analysis of Radiation Transport", US Army Research Office, PI: Paul Nelson, Co-PIs: Ted A. Parish, Alexander G. Parlos, and G. D. Allen, Competitive and Peer Reviewed, February 1988, Not Funded, $250,000.

10. "Control of Compliant Manipulators With Experimental Verification", DARPA/US Army Research Office, Co-PIs: Morris Driels, Ben Mooring, Louis Everett, Suhada Jayasuriya, and Alexander G. Parlos, Competitive and Peer Reviewed, February 1988, Not Funded, $780,000.

11. "Prediction of Muzzle Motion due to Repetitive Gunfire from a Weapons Platform Using Energy Based Models", US Army Ballistic Research Laboratory, Co-PIs: Alexander G. Parlos and Suhada Jayasuriya, Competitive and Peer Reviewed, April 1988, Not Funded, $112,000.

12. "A Graph Based Investigation of Modeling/Reduction and Control Synthesis under Uncertainty for Large-Scale Systems", National Science Foundation, Co-PIs: Alexander G. Parlos and Suhada Jayasuriya, Competitive and Peer Reviewed, April 1988, Not Funded, $352,000.

13. "Frequency Domain Synthesis for Robust Performance", US Army Research Office, Co-PIs: Alexander G. Parlos and Suhada Jayasuriya, Competitive and Peer Reviewed, April 1988, Not Funded, $20,000.

14. "Design and Experimental Verification of Nonlinear Digital Control Systems for Nuclear Power Plants", U.S. Department of Energy, Co-PIs: Alexander G. Parlos, Suhada Jayasuriya, and Kevan Crawford, Competitive and Peer Reviewed, April 1988, Not Funded, $309,000.

15. "Total Vibration Suppression by Moving Force Actuators-A Rationale for the Synthesis of Memory Type Materials", Edwards Air Force Base, Co-PIs: Alexander G. Parlos and Suhada Jayasuriya, Competitive and Peer Reviewed, May 1988, Not Funded, $231,000.

16. "Assessment and Application of ARROTTA for Design Base Accidents", Electric Power Research Institute, PI: Alexander G. Parlos, Co-PI: Kenneth L. Peddicord, August 1988, Funded, $52,000.

17. "Computational Methods for the Transport Equation", National Science Foundation, PI: Paul Nelson, Co-PIs: G. Allen, E. G. Quak, and A. G. Parlos, Competitive and Peer Reviewed, September 1988, Not Funded, $220,000.

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18. "Intelligent System Reconfiguration of Distributed Processes for Space Missions", NASA Johnson Space Center, Co-PIs: Alexander G. Parlos, Benito Fernandez and Suhada Jayasuriya, Competitive and Peer Reviewed, November 1988, Not Funded, $72,000.

19. "Controller Synthesis for Disturbance Rejection of Systems Subjected to Structural Vibrations", NASA Johnson Space Center, Co-PIs: Alexander G. Parlos and Suhada Jayasuriya, Competitive and Peer Reviewed, November 1988, Funded, $71,000.

20. "Investigation of Nonlinear Stability Characteristics of High Frequency Power Management and Distribution Systems for Space Applications", BDM International Inc. (and NASA Center for Commercial Development of Space Power), PI: Alexander G. Parlos, December 1988, Funded, $32,000.

21. "A Neural Network Architecture for Enhanced Diagnostics and Control of Nuclear Power Plant Components", U.S. Department of Energy, Co-PIs: Alexander G. Parlos, Wei K. Tsai, and Benito Fernandez, Competitive and Peer Reviewed, March 1989, Funded, $120,000.

22. "Stiffness Decoupled Multidimensional Nodal Kinetics for Reactor Core Monitoring", U.S. Department of Energy, PI: Alexander G. Parlos, Competitive and Peer Reviewed, March 1989, Not Funded, $330,000.

23. "Impacts of Mission Requirements on Space Nuclear Reactor Fuel Element Design and Performance", NASA Office of Exploration, PI: Alexander G. Parlos, Co-PI: Kenneth L. Peddicord, Competitive and Peer Reviewed, May 1989, Not Funded, $27,000.

24. "Design Optimization of Large Space Structures: A Control/Structures Interaction (CSI) Approach," Texas Higher Education Coordinating Board, PI: Alexander G. Parlos, Competitive and Panel Reviewed, July 1989, Not Funded, $311,000.

25. "Commercial Space Power Feasibility Study," Lockheed Missiles and Space Co. and NASA Center for Commercial Development of Space Power, Co-PIs: Alton D. Patton, Alexander G. Parlos, Prasad N. Enjeti, and Oliver J. Murphy, August 1989, Funded, $88,000.

26. "Design of Robust Control Systems for Minimizing the Control/Structures Interaction in Advanced Space Vehicles," NASA Johnson Space Center, PI: Alexander G. Parlos, Co-PI: Suhada Jayasuriya, Competitive and Peer Reviewed, November 1989, Not Funded, $70,000.

27. "Design of Robust Attitude and Stabilization Systems for Minimizing the Control/Structures Interaction in Advanced Space Vehicles," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1990, Funded, $22,000.

28. "An Investigation of Robust Control System Design Strategies for Minimizing the Control/Structures Interaction in Advanced Space Vehicles," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, April 1990, Not Funded, $388,000.

29. "Robust Adaptive System Technology for Guidance, Navigation and Control of Advanced Spacecrafts," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, July 1990, Funded, $50,000.

30. "Neural Networks Architectures for Enhanced Diagnostics and Control of Nuclear Power Plant Components" (Renewal Proposal), U.S. Department of Energy, PI: Alexander G. Parlos, Competitive and Peer Reviewed, July 1990, Funded, $194,000.

31. "Investigation and Feasibility Assessment of TOPAZ-II Derivatives for Space Applications," NASA Lewis Research Center (and NASA Center for Commercial Development of Space Power), PI: Alexander G. Parlos, Co-PI: Kenneth L. Peddicord, November 1990, Funded, $140,000.

32. "A Combined Optimization Approach for Minimizing the Controls/Structures Interactions in Advanced Space Vehicles," NASA Johnson Space Center, Co-PIs: Alexander G. Parlos & Suhada Jayasuriya, Competitive and Peer Reviewed, December 1990, Not Funded, $71,000.

33. "Investigation of Crew Cancer Risk Reduction by Utilizing Nuclear Propulsion in Manned Space Missions," U.S. Department of Energy, Co-PIs: Alexander G. Parlos and Wesley E. Bolch, Competitive and Peer Reviewed, January 1991, Not Funded, $510,000.

34. "Adaptive Control System Design for Advanced Spacecrafts using Artificial Neural Systems," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1991, Funded, $22,000.

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35. "Design of Robust Attitude and Stabilization Systems for Minimizing the Control/Structures Interaction in Advanced Space Vehicles," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1991, Funded, $22,000.

36. "Advanced Thermionic Reactor Technology for Nuclear Electric Propulsion Applications in Mars/Lunar Exploration Missions," NASA Lewis Research Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1991, Not Funded, $22,000.

37. "Adaptive Critic Networks for Fault Diagnosis in Electric Power Generation," The National Science Foundation, PIs: Benito Fernandez (UT Austin), Alexander G. Parlos, Glen Masada (UT Austin), Competitive and Panel Reviewed, February 1991, Funded, $360,000.

38. "Investigation of Crew Cancer Risk Reduction by Utilizing Nuclear Propulsion in Manned Space Missions," NASA Headquarters, Co-PIs: Alexander G. Parlos and Wesley E. Bolch, Peer Reviewed, March 1991, Not Funded, $510,000.

39. "Neural Networks Architectures for Enhanced Diagnostics and Control of Nuclear Power Plant Components" (Renewal Proposal), U.S. Department of Energy, PI: Alexander G. Parlos, Competitive and Peer Reviewed, May 1991, Funded, $152,000.

40. "An Innovative Technology for Energy Efficiency in Leading Texas Industries", Texas Higher Education Coordinating Board, PIs: Alexander G. Parlos and Alton D. Patton, Co-PIs: Benito Fernandez (UT Austin) and David M. Himmelblau (UT Austin), Competitive and Panel Reviewed, July 1991, Not Funded, $507,000.

41. "Robust Automation for Manufacturing: A Neural Information Processing Approach", Texas Higher Education Coordinating Board, PIs: Benito Fernandez (UT Austin) and Mike Bryant (UT Austin), Co-PI: Alexander G. Parlos, Competitive and Panel Reviewed, July 1991, Not Funded, $517,000.

42. "Long-Term Forecasting Methods for Electric Utilities using a Neural Information Processing Approach," American Public Power Association, Co-PIs: Alexander G. Parlos and A. D. Patton, Competitive and Panel Reviewed, August 1991, Not Funded, $50,000.

43. "Robust Adaptive System Technology for Guidance, Navigation and Control of Advanced Spacecrafts" (Renewal Proposal), NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, September 1991, Funded, $100,000.

44. "Investigation and Design of Radiation-Dose Optimized Nuclear Rockets for Space Exploration Missions" NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, October 1991, Not Funded, $70,000.

45. "Investigation of Crew Cancer Risk Reduction by Utilizing Nuclear Propulsion in Manned Space Missions," NASA Lewis Research Center, Co-PIs: Alexander G. Parlos and Wesley E. Bolch, Peer Reviewed, December 1991, Funded, $100,000.

46. "Adaptive Control System Design for Advanced Spacecrafts using Artificial Neural Systems," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1992, Funded, $22,000.

47. "Design of Robust Attitude and Stabilization Systems for Minimizing the Control/Structures Interaction in Advanced Space Vehicles," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1992, Funded, $22,000.

48. "Development and Testing of a Dynamic Neural Network Controller for the Idaho Chemical Processing Plant," Westinghouse Idaho Nuclear Company, PI: Alexander G. Parlos, Competitive, February 1992, Not Funded, $137,000.

49. "Identification and Uncertainty Modeling in Electric Power Systems using Spatio-Temporal Neural Networks," Electric Research Power Institute/National Science Foundation, PI: Alexander G. Parlos, Co-PIs: Alton D. Patton, Kenneth L. Peddicord, Competitive and Panel Reviewed, April 1992, Not Funded, $424,000.

50. "A Contained Pulsed Nuclear Propulsion Concept: Detailed Feasibility Analysis," U.S. Department of Energy, PI: Alexander G. Parlos, Competitive and Peer Reviewed, April 1992, Not Funded, $45,000.

51. "Enhanced Accident Information Processing in Nuclear Power Plants using Neural Networks," U.S. Department of Energy and NASA Center for Commercial Development of Space Power, PI: Alexander G. Parlos, Competitive and Peer Reviewed, April 1992, Not Funded, $429,000.

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52. "Long-Term Forecasting Methods for Electric Utilities using a Neural Information Processing Approach," American Public Power Association, Co-PIs: Alexander G. Parlos and A. D. Patton, Competitive and Panel Reviewed, July 1992, Funded, $50,000.

53. "Gain Scheduled Adaptive Control of a Hybrid Structure," National Science Foundation, PI: J. R. Morgan, Co-PI: A. G. Parlos, Competitive and Peer Reviewed, October 1992, Not Funded, $95,000.

54. "Investigation of Integrated Neural Networks and Fuzzy Logic Systems for Autonomous Control of Advanced Spacecraft," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, October 1992, Not Funded, $63,000.

55. "Development of a Transient Model for Man-Rated Nuclear Thermal Propulsion Systems," NASA Lewis Research Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1993, Not Funded, $22,000.

56. "Adaptive Control System Design for Advanced Spacecrafts using Artificial Neural Systems," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1993, Funded, $22,000.

57. "Design of Robust Attitude and Stabilization Systems for Minimizing the Control/Structures Interaction in Advanced Space Vehicles," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, January 1993, Funded, $22,000.

58. “Partnership for Basic Research and Education in Nuclear Reactor Safety and Novel Applications of Transport Theory,” Internation Science and Technology Center, PI: Paul Nelson, CoPIs: Alexander G. Parlos, et al., Competitive and Panel Reviewed, March 1993, Not Funded, $3,741,731.

59. "A Neuro-Statistical Computational Framework for Forecast Uncertainty Analysis", Texas Higher Education Coordinating Board, Co-PIs: Alexander G. Parlos and Alton D. Patton, Competitive and Panel Reviewed, July 1993, Not Funded, $206,000.

60. "Neural Information Processing Technology for Imporved Electric Utility Planning", Texas Higher Education Coordinating Board, Co-PIs: Alton D. Patton and Alexander G. Parlos, Competitive and Panel Reviewed, July 1993, Not Funded, $250,000.

61. "Investigation of Integrated Neural Networks and Fuzzy Logic Systems for Autonomous Control of Advanced Spacecraft," NASA Johnson Space Center, PI: Alexander G. Parlos, Competitive and Peer Reviewed, February 1994, Not Funded, $68,000.

62. “Upset Identification in Cryogenic Propellant Tanks for Future Single Stage to Orbit Launch Systems,” NASA Marshall Space Flight Center, Co-PIs: Fred R. Best, Alexander G. Parlos, Competitive and Peer Reviewed, March 1994, Not Funded, $220,000.

63. “Integrated Diagnostics for Just-In-Time Maintenance,” Office of Naval Research, PI: A. G. Parlos, Co-PIs: H. A. Tolliya, A. D. Patton, H. A. Taylor, M. Ehsani, D. Childs, J. C. Rock, Competitive and Peer Reviewed, August 1994, Not Funded, $5,250,579.

64. “Integrated Diagnostics for Just-In-Time Maintenance,” U.S. Department of Energy, PI: A. G. Parlos, Competitive and Peer Reviewed, January 1995, Not Funded, $100,000.

65. "Variation of Active/Passive Damping Ratios for Control of Flexible Structures," NASA Johnson Space Center, Co-PIs: P. Roschke, H. Jones, and Alexander G. Parlos, Competitive and Peer Reviewed, February 1995, Not Funded, $65,000.

66. “Nonlinear Identification of Offshore Structures: A Time-Domain Approach,” TAMU Interdisciplinary Research Initiatives, Co-PIs: C. H. Kim, A. G. Parlos, Competitive and Peer Reviewed, February 1995, Not Funded, $25,000.

67. “Engineering Strategies for Adaptivelly Controlling Indoor Air Comfort Parameters and Quality with Efficient Energy Use,” PI: J. C. Rock, Co-PIs: A. G. Parlos, N. Saman, Competitive and Peer Reviewed, June 1995, Not Funded, $617,745.

68. “Just-In-Time Maintenance”, Texas Higher Education Coordinating Board, PI: Hamid A. Tolliyat, Co-PI: Alexander G. Parlos, Competitive and Panel Reviewed, July 1995, Funded, $225,000.

69. “Intelligent Processing of a Novel Wide Bandgap Semiconductor Material for Device Applications”, Texas Higher Education Coordinating Board, PI: Alexander G. Parlos, Co-PIs: Jo W. Howze, Richard Wilkins, Competitive and Panel Reviewed, July 1995, Funded, $285,000.

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70. “Decision Analysis for Plutonium Disposition” U.S. Department of Energy (through Univ. of Texas at Austin), PI: Alexander G. Parlos, July 1995, Funded, $12,000.

71. “Cost Effective Operation of Motor Drives During Incipient Failures,” Energy Efficiency Research Funds, Texas A&M University, PIs: Hamid A. Toliyat and Alexander G. Parlos, February 1996, Funded, $25,000.

72. “Smart Motor Drives,” Texas Higher Education Coordinating Board, PI: Hamid A. Toliyat, Co-PI: Alexander G. Parlos, Competitive and Panel Reviewed, July 1997, Not Funded, $250,000.

73. “Just-In-Time Maintenance - The Impact of Power Quality,” National Science Foundation, PI: Hamid A. Toliyat, Co-PI: Alexander G. Parlos, Competitive and Panel Reviewed, September 1997, Not Funded, $466,000.

74. “An Advanced Signal Processing Technology for Nuclear Waste Management,” U.S. Department of Energy, PI: Rube B. Williams, Co-PI: Alexander G. Parlos, Competitive and Panel Reviewed, January 1998, Not Funded, $200,000.

75. “Just-In-Time Maintenance of Nuclear Power Plants,” U.S. Department of Energy, PI: Alexander G. Parlos, Co-PI: Hamid A. Toliyat, Competitive and Panel Reviewed, January 1998, Funded, $417,000.

76. “Development of a Cost-effective On-line System for Nondestructive Assay of Radioactive Materials,” U.S. Department of Energy, PI: Rube B. Williams, Co-PI: Alexander G. Parlos, Competitive and Panel Reviewed, December 1998, Not Funded, $517,000.

77. “Development of Smart Components for Advanced Nuclear Power Plants,” U.S. Department of Energy, PI: A. G. Parlos, Co-PI: S. Jayasuriya, Competitive and Panel Reviewed, January 1999, Not Funded, $1,150,000.

78. “On-board Self-Diagnostics: Automotive Emissions Compliance and Fuel Efficiency,” Texas Advanced Technology and Research Program, PI: A. G. Parlos, Co-PI: R. Langari, July 1999, Not Funded, $299,777.

79. “Just-In-Time Maintenance: Remote Self-Diagnosis of Mechanical Loads,” Texas Advanced Technology and Research Program, PI: A. G. Parlos, Co-PI: S. Jayasuriya, July 1999, Not Funded, $256,187.

80. “Development of a Wireless Information System for Early Warning of Machine Failures,” Dell STAR Program, PI: A. G. Parlos, Co-PI: S. Noah, October 1999, Not Funded, $25,000.

81. “Intelligent Mechatronic Systems Design, ” Agilent Technologies Equipment Proposal, PI: A. G. Parlos, Co-PI: S. Noah, November 1999, Not Funded, $430,000.

82. “Smart Equipment Technology for Generation IV Nuclear Power Systems,” US Department of Energy, PI: A. G. Parlos, February 2000, Not Funded, $300,000.

83. “Advanced Digital Monitoring, Diagnosis and Control,” Interdisciplinary Research Funds, PIs: Nick Kazantzis, Dale Whittaker and Alexander G. Parlos, March 2000, Funded, $50,000.

84. “Smart Nonlinear Rotating Machinery, ” National Science Foundation, PI: S. Noah, Co-Pis: A. G. Parlos, S. Jayasuriya, April 2000, Not Funded, $430,000.

85. “Condition Sensing Technology for Energy Efficiency in Rotating Machinery,” US Department of Energy, PI: A. G. Parlos, May 2000, Not Funded, $2,200,000.

86. “Advanced Digital Diagnostics and Control Technology for Fluid Power Systems,” National Fluid Power Association, PI: A. G. Parlos, June 2000, Not Funded, $100,000.

87. “A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing and Control,” National Science Foundation, PI: A. G. Parlos, Co-PIs: W.-J. Kim, S. Jayasuriya, September 2000, Funded, $600,000.

88. “Unified Two-Dimensional Motion Generation for Manufacturing and Automation,” National Science Foundation, PI: W.-J. Kim, Co-PIs: A. G. Parlos, S. Jayasuriya, October 2000, Not Funded, $399,000.

89. “Smart Rotating Machinery,” National Science Foundation, PI: S. Noah, Co-Pis: A. G. Parlos, S. Jayasuriya, October 2000, Funded, $50,000.

90. “A Smart Sensor Framework for Distributed Sensing and Health Management in Nuclear Power Plants,” US Department of Energy, PI: A. G. Parlos, November 2000, Not Funded, $300,000.

91. “An Information Delivery Framework for Remote Life-Cycle Health Management of Industrial Equipment, ” National Science Foundation, PI: A. G. Parlos, January 2001, Not Funded, $399,000.

92. “Interactive Design Classroom Development,” TAMU College of Engineering, PI: A. G. Parlos, January 2001, Funded, $80,000.

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93. “Intelligent Information Technology for Enhanced Product Quality in the Food Processing Industry,” Texas Advanced Technology and Research Program, PI: A. G. Parlos, Co-PI: A. D. Whittaker, July 2001, Not Funded, $199,992.

94. “Integrated Multidimensional Positioning Technology for Precision Manufacturing Equipment,” Texas Advanced Technology and Research Program, PI: W. J. Kim, Co-PI: S. Jayasuriya, Collaborator: A. G. Parlos, July 2001, Funded, $249,999.

95. “Dynamic Load Balancing of Web Caches in Time-Varying Network Traffic Conditions,” Atlan Systems, Inc., PI: A. G. Parlos, July 2001, Funded, $37,000.

96. “Remote Machine Monitoring over the Internet,” Emaintec, Corp., PI: A. G. Parlos, July 2001, Funded, $80,000.

97. “Unified Motion Generation, and Its Inferential Sensing and Robust Operation,” National Science Foundation, PI: W. J. Kim, Co-PIs: A. G. Parlos, S. Jayasuriya, October 2001, Not Funded, $449,627.

98. “Enhanced Reactor Health Monitoring and Diagnostics Based on Distributed Neutron Noise Measurements,” US Department of Energy, PI: A. G. Parlos, October 2001, Not Funded, $407,000.

99. “Integrating Smart Sensors and Actuators into a Systems Engineering Curriculum,” National Science Foundation, PI: A. G. Parlos, Co-PIs: S. Jayasuriya, etc., October 2001, Not Funded, $625,000.

100. “Research Experience for Undergraduates: A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing and Control,” National Science Foundation, PI: A. G. Parlos, November 2001, Funded, $15,000.

101. “System Monitoring Interface Device (SMID) - A Scalable Technology for Remote Monitoring, Diagnosis and Prognosis of Industrial Equipment,” US Department of Defense (White Paper), PI: A. G. Parlos, December 2001, Pending, $1,000,000.

102. “A Systematic Framework for Embedded Health Monitoring and Condition Assessment of Rotating Machines,” National Science Foundation, PI: A. G. Parlos, Co-PIs: S. K. Menon, February 2002, Not Funded, $250,000.

103. “Predictive Control of Multicast Applications in Best Effort Networks,” National Science Foundation, PI: A. G. Parlos, February 2002, Not Funded, $350,000.

104. “Application-level Quality of Service in Mobile Ad Hoc Networks Through Adaptive Process Control,” National Science Foundation, PI: A. G. Parlos, Co-PIs: J. Welch, N. Vaidya, February 2002, Not Funded, $950,000.

105. “A Systematic Framework for Embedded Health Monitoring and Condition Assessment of Rotating Machines Using Recurrent Neural Networks,” National Science Foundation, PI: A. G. Parlos, Co-PIs: S. K. Menon, October 2002, Not Funded, $262,000.

106. “Research Experience for Undergraduates: A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing and Control,” National Science Foundation, PI: A. G. Parlos, November 2002, Funded, $12,500.

107. “High Reliability and Availability Automation Technology Roadmap for Ultra-Deep Water Exploration and Production of Petroleum Reserves,” US Department of Energy, PI: R. Langari, Co-PI: A. G. Parlos, November 2002, Pending, $350,000.

108. “Sensor Network Architectures for Distributed Information Extraction, Interpretation and Decision Making,” National Science Foundation, PI: A. G. Parlos, Co-PIs: S. Jayasuriya, S. Phoha, A. Ray, M. Sundaresan, March 2003, Not Funded, $2,500,000.

109. “Sensorless Motor Diagnostics for Machinery Condition Assessment,” US Navy, PI: A. G. Parlos, April 2003, Pending, $1,000,000.

110. “Research Experience for Undergraduates: A New Generation of Sensor Designs based on Nonlinear Distortion and Signal Recovery for Health Assessment, Distributed Sensing and Control,” National Science Foundation, PI: A. G. Parlos, November 2003, Funded, $12,500.

111. “An Adaptable Microsystem Technology for Mixed Signal Architectures and Circuit Building Blocks,” Texas Advanced Technology & Research Program, PI: E. S.-Sinencio, Co-PI: A. G. Parlos, July 2003, Not Funded, $240,000.

112. “Edge-based Multicast Application Control in Best Effort Networks,” National Science Foundation, PI: A. G. Parlos, December 2003, Not Funded, $60,000.

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113. “Cost-effective Wide Area Sensor Networks for Ubiquitous Remote Condition Assessment of Mechanical Systems” National Science Foundation, PI: A. G. Parlos, Co-PI: S. Jayasuriya, March 2004, Not Funded, $375,000.

114. “Condition Monitoring and Prognostics,” US Department of Defense, PI: R. Langari, Co-PI: A. G. Parlos, April 2004, Funded, $750,000.

115. “A Progressive Failure Test Facility for Readiness Assessment of Aging Military Aircraft” US Department of Defense DURIP, PI: A. Parlos, Co-PIs: R. Langari and J. Ayala, August 2004, Not Funded, $990,000.

116. “Center for Transportation Energy Research – Technical and economic feasibility analysis of alternative (Electric/Hybrid/Fuel Cell and Dual Mode) vehicles and their support infra-structure for personal and commercial transportation”, Private Sponsors, PI: Christine Ehlig-Economides, Co-PIs: A. G. Parlos and R. Langari, December 2004, Not Funded, $250,000.

117. “Integrated Mechanical Asset Management System”, Texas A&M University – Qatar Research Program, Co-PIs: A. G. Parlos, R. Langari, and C. Bollfrass, September 2004, Pending, $5,000,000.

118. “Assessment and Optimization of Groundwater Recharge Using Distributed Sensor Networks”, Texas A&M University – Qatar Research Program, Co-PIs: A. G. Parlos, R. Langari, B. Batchelor and A. Cahill, September 2004, Pending, $4,150,000.

119. “Electrical Signature Analysis,” US Department of Defense, PI: R. Langari, Co-PI: A. G. Parlos, December 2004, Not Funded, $450,000.

120. “A Sensorless Equipment Monitoring System,” DARPA, PI: A. G. Parlos, December 2005, Not Funded, $1,000,000.

121. “Alternatives Analysis for Initial & Future TxDOT Deployment of a Dual Mode, Automated Transportation System,” Texas Department of Transportation, PI: C. Economides, Co-PI: J. Longbottom & A. G. Parlos, March 2006, Funded, $104,000.

122. “Innovations in Dual-mode Automated Electric Powered Mobility for People and Goods in Urban and Inter-urban Settings,” Volvo Foundation, PI: R. Langari, Co-PI: A. G. Parlos, H. Toliyat, C. Economides, June 2006, Not Funded, Phase I: $50,000 & Phase II: $4,000,000.

123. “Network Centric Emergency Response for Urban Search and Rescue,” National Science Foundation, PI: S. Jayasuriya, Co-PI: A. G. Parlos, and J. Welch, November 2006, Not Funded, $2,000,000.

124. “Hierarchical Probabilistic Framework for Insect-Based Robust Intelligence,” National Science Foundation, PI: H. Liang, Co-PIs: A. G. Parlos, S. Khatri, S. Vinson, November 2007, Not Funded, $2,997,455.

125. “Machine Learning of Electrical Signals for Condition Management of Remote Devices,” National Science Foundation, PI: A. G. Parlos, Co-PI: T. Ioerger, November 2007, Not Funded, $449,234.

126. “Insect-based Sensor Platforms for Nuclear Detection,” National Science Foundation, PI: H. Liang, Co-PI: A. G. Parlos and S. Vinson, April 2008, Not Funded, $2,000,000.

127. “Automatic Detection of Critical Failures in Helicopter Drive-Trains and Auxiliary Equipment,” Bell Helicopter Textron, Inc., Co-PIs: R. Langari and A. G. Parlos, October 2009, Not Funded, $500,000 (White Paper).

128. “Automatic Detection of Critical Failures in Helicopter Drive-Trains and Auxiliary Equipment,” Bell Helicopter Textron, Inc., Co-PIs: R. Langari and A. G. Parlos, May 2010, Not Funded, $500,000 (White Paper).

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8. NEW DESIGN METHODS, TECHNIQUES OR CONCEPTS DEVELOPED

Software Development 1. MEPSAT (Modular Electric Power System Assessment Tool): Software package developed under a sub-

contract from the BDM International Corp. for the Ford Aerospace Corp.. Software used by the Grumman Space Station Engineering Integration Contractor in the computer-aided design and analysis of the Space Station Freedom Electric Power System, December 1988-September 1989.

Invention Disclosures 1. Invention # TAMUS 488 “INTELLICON™: An Intelligent Neural-Based Architecture for System Autonomy”, Co-Inventors: Alexander G. Parlos, Benito Fernandez, and Wei K. Tsai. Disclosure of invention to the TAMUS Technology Licensing Office (Initial version of TAMUS 488), November 1989. “A Recurrent Neural System for Identification and Time-Series Prediction of Nonlinear Dynamic Systems”, Co-Inventors: Alexander G. Parlos, Amir F. Atiya, Benito Fernandez, Wei K. Tsai, and Kil T. Chong. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 488), December 1990. 2. Invention # TAMUS ??? Rights turned-over to the inventors. “SAM: A Self-Organizing Associative Memory Architecture”, Co-Inventors: Alexander G. Parlos, Benito Fernandez-Rodriguez, and Wei K. Tsai. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS # not known), September 1991. 3. Invention # TAMUS 1058 “A Learning Algorithm for the Recurrent Multilayer Perceptron with Global Feedback”, Co-Inventors: Alexander G. Parlos, Omar T. Rais, Sunil K. Menon, and Amir F. Atiya. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1058), May 1996. 4. Invention # TAMUS 1059 “Condition Assessment and End-of-Life Prediction System for Electric Machines and Their Loads”, Co-Inventors: Alexander G. Parlos and Hamid A. Toliyat. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1059), May 1996. 5. Invention # TAMUS 1084 “Neural Network Algorithms for Adaptive and Non-Adaptive State Filtering”, Co-Inventors: Alexander G. Parlos, Sunil K. Menon, and Amir F. Atiya. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1084), May 1996. 6. Invention # TAMUS 1097

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“Econometric Forecasting and Forecast Uncertainty Assessment in Sparse Data Sets”, Co-Inventors: Alexander G. Parlos, Esmaeil Oufi, and Alton D. Patton. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1097), August 1996. 7. Invention # TAMUS 1169 “A Virtual Instrument for Continuous Equipment Condition Assessment and End-of-Life Prediction”, Co-Inventors: Alexander G. Parlos and Benito Fernandez-Rodriguez. Disclosure of invention to the TAMUS Technology Licensing Office and to The University of Texas at Austin (TAMUS 1169), April 1997. 8. Invention # TAMUS 1224 “Neuro-Filter”, Co-Inventors: Rube B. Williams, Jr. and Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1224), August 1997.

9. Invention # TAMUS 1519 – Jointly Owned by TAMUS and CalTech “System and Method for Real-Time Recurrent Learning of Complex Spatio-Temporal Patterns”, Co-Inventors: Alexander G. Parlos, and Amir F. Atiya. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1519), September 1999.

10. Invention # TAMUS 1520 – Jointly Owned by TAMUS and CalTech “System and Method for Multi-Step Prediction Using Real-Time Recurrent Learning”, Co-Inventors: Alexander G. Parlos, and Amir F. Atiya. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1520), September 1999. 11. Invention # TAMUS 1521 – Jointly Owned by TAMUS and CalTech “System and Method for Neuro-Filtering Using Real-Time Recurrent Learning”, Co-Inventors: Alexander G. Parlos, and Amir F. Atiya. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1521), September 1999. 12. Invention # TAMUS 1522 “System and Method for Anomaly Detection in Networking and Computing Devices”, Inventor: Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1522), September 1999. 13. Invention # TAMUS 1523 “System and Method for Fault Management in Networking and Computing Devices”, Inventor: Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1523), September 1999. 14. Invention # TAMUS 1524 “System and Method for Network Anomaly Detection”, Inventor: Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1524), September 1999. 15. Invention # TAMUS 1525 “System and Method for Network Fault Management”, Inventor: Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1525), September 1999.

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16. Invention # TAMUS 1526 “System and Method for Alarm Correlation in Networks, Networking and Computing Devices”, Inventor: Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1526), September 1999. 17. Invention # TAMUS 1628 “An Adaptive Filter for Sensorless Machine Speed Estimation”, Inventors: Alexander G. Parlos and R. M. Bharadwaj. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1628), July 2000.

18. Invention # TAMUS 1630 “Sensorless Machine Fault Detection System”, Inventors: Alexander G. Parlos and K. Kim. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 1630), August 2000. 19. Invention # TAMUS 2010 “A System Interface Technology for Sensorless Machine Fault Detection Through Power Distribution Networks”, Inventors: Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 2010), March 2003. 20. Invention # TAMUS 2187 “Embedded Device NIML03”, Inventor: Alexander G. Parlos. Disclosure of invention to the TAMUS Technology Licensing Office (TAMUS 2187), September 2004.

US Patents 1. “Neural Node, Network and Model, and Method of Teaching the Same,” U.S. Patent No. 5,479,571,

December 26, 1995. 2. “Method and System for Early Detection of Incipient Faults in Electric Motors,” U.S. Patent No. 6,590,362,

July 8, 2003. 3. “Method and System for Determining Induction Motor Speed,” U.S. Patent No. 6,713,978, April 15, 2004. 4. “Method and System for Training a Recurrent Network,” U.S. Patent No. 6,963,862, November 8, 2005. 5. “Condition Assessment and Life Expectancy Prediction for Devices,” U.S. Patent No. 7,024,335, April 4,

2006.

Pending US and International Patent Applications 6. “System and Method for Condition Assessment and End-of-life Prediction,” U.S. Patent Application No.

60/081,848, April 15, 1998. 7. “System and Method for Condition Assessment and End-of-life Prediction,” U.S. Patent Application No.

09/293,536, April 15, 1999. 8. “System and Method for Condition Assessment and End-of-life Prediction,” U.S. Patent Application No.

09/419,683, October 14, 1999. 9. “System and Method for Condition Assessment and End-of-life Prediction,” U.S. Patent Application No.

09/566,301, May 5, 2000.

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10. “System and Method for Condition Assessment and End-of-life Prediction,” U.S. Patent Application No. 09/877,256, June 8, 2001.

11. “Active Content Control,” U.S. Patent Application No. 60/318,061, September 7, 2001. 12. “Active Content Control,” U.S. Patent Application No. 60/341,605, December 14, 2001. 13. “Active Content Control,” U.S. Patent Application No. 60/377,666, May 3, 2002. 14. “System for Actively Controlling Distributed Applications,” PCT Patent Application No. PCT/US

02/39828, December 14, 2002. 15. “Active Content Control,” U.S. Patent Application No. 60/445,145, February 5, 2003. 16. “System for Actively Controlling Distributed Applications,” PCT Patent Application No. PCT/US

03/13595, May 2, 2003. 17. “Wireless Network of Sensorless Embedded Devices,” U.S. Patent Application No. 60/609,704, September

14, 2004. 18. “Sensorless System for Machine Condition Assessment and Life Prediction,” U.S. Patent Application No.

60/809,030, May 27, 2006. 19. “Sensorless System for Machine Condition Assessment and Life Prediction,” U.S. Patent Application No.

60/931,616, May 24, 2007. 20. “Machine Condition Assessment through Power Distribution Networks,” PCT Patent Application No.

PCT/US2008/064810 (WO 2008/148075), May 24, 2008. 21. “Machine Condition Assessment through Power Distribution Networks,” PCT Patent Application No.

PCT/US2008/064810, November 22, 2009. 22. “Machine Condition Assessment through Power Distribution Networks,” PCT Patent Application No.

PCT/US2008/064810, October 20, 2010.

Technology Licensing and Commercialization

1. Invention Disclosures TAMUS 488, 1058, 1059, 1084, 1097, and 1169 licensed to Orasis, Software, Inc, Austin, TX; TAMUS License L-288, February, 1998.

2. Invention Disclosures TAMUS 1519, 1520, 1521, 1522, 1523, 1524, 1525, and 1526 jointly licensed by TAMUS and CalTech to Veros Systems, Inc, Houston, TX; TAMUS License L-492, September, 2001.

3. Invention Disclosures TAMUS 1059, 1169, 1628, 1630, 2010, and 2187 licensed by TAMUS to Veros Systems, Inc, Houston, TX; TAMUS License L-739, May, 2006.

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III. SERVICE

1. PROFESSIONAL SERVICE

Membership in Professional Society Committees and National Review Panels American Nuclear Society, Chairman, Planning Committee for the Remote Systems Technology Division, Appointed, National, 1988 - 1990. Member, Executive Committee of the Human Factors Division, 1994 - 1997. Chairman, Program Committee, Human Factors Division, 1994 - 1997. Division Representative, National Program Committee, Human Factors Division, 1994 - 1997. US Department of Energy, Member, National Review Panel. Since 1990 I have been appointed and served on a number of review panels organized by the US Department of Energy to prioritize and recommend funding of various academic and small business proposals. This activity typically required travel to a remote site for a period of two (2) to three (3) days. US Department of Energy, Member, Workshop on Damage Prognosis. In 2001, I was invited to participate in a US Department of Energy workshop on structural damage prognosis. The intent of this activity was to determine the state-of-the-art in technologies relevant to damage prognosis, for both military and commercial purposes, and to advise the US Department of Energy regarding funding priorities in this area. This activity required travel to a remote site for a period of three (3) to four (4) days. National Science Foundation, Member, National Review Panel. Since 1993 I have been appointed and served on a number of review panels organized by the National Science Foundation to prioritize and recommend funding of various academic and small business proposals. This activity typically required travel to NSF headquarters for a period of two (2) to three (3) days. National Science Foundation, Member, Workshop on Advanced Sensor Technology for Civil Engineering and Civil Infrastructure Systems. In 2001, I was invited to participate in a National Science Foundation workshop on advanced sensor concepts for civil infrastructure systems. The intent of this activity was to determine the state-of-the-art in technologies relevant to civil infrastructure sensing, to inform the community-at-large regarding the outstanding issues in this area and to advise the National Science Foundation regarding funding priorities in this area. This activity required travel to the University of Texas at Austin for a period of two (2) days. National Aeronautics and Space Administration/US Department of Energy/US Department of Defense, Member (Industry/University Observer), Panel on Nuclear Thermal Propulsion Technology, Appointed, National, 1991-1994. This panel was convened to assess the available US state-of-the-art in nuclear propulsion, in an effort to serve the US commercial and defense space programs. The panel meetings took place twice a year at a remote location, where each meeting lasted for two (2) to three (3) days. Membership in Professional Societies American Nuclear Society, Member, 1987 - Present. Also member of Human Factors Division, Mathematics and Computations Division, and Reactor Physics Division. American Institute of Aeronautics and Astronautics, Senior Member, 1988 - Present. Institute of Electrical and Electronics Engineers, Senior Member, 1982 - Present. Also member of Control Systems Society, Robotics and Automation Society, Power Engineering Society, Neural Networks Council, and, System, Machine and Cybernetics Society. American Society of Mechanical Engineers, Fellow, 2007 – Present and Member, 1988 - Present. Also member of the Dynamic Systems and Controls Division. International Neural Networks Society, Member, 1989 - Present.

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2. UNIVERSITY AND COMMUNITY SERVICE

MEEN 411 Digital Controls, Coordinator, Appointed, Mechanical Engineering, since Fall 2000. MEEN 364 Dynamics Systems and Controls, Coordinator, Appointed, Mechanical Engineering, since Fall 2000. Laboratory Committee, Member, Appointed, Mechanical Engineering Departmental Committee, 2012.

Control Qualifying Exam Committee, Chair, Appointed, Mechanical Engineering Departmental Committee, 2012. Laboratory Committee, Member, Appointed, Mechanical Engineering Departmental Committee, 2011.

Control Qualifying Exam Committee, Chair, Appointed, Mechanical Engineering Departmental Committee, 2011. Laboratory Committee, Member, Appointed, Mechanical Engineering Departmental Committee, 2010.

Control Qualifying Exam Committee, Chair, Appointed, Mechanical Engineering Departmental Committee, 2010. Educational Enhancement and Curriculum Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, 2008. Graduate Studies & Research Committee, Member, Elected, Mechanical Engineering, Departmental Committee, 2008. Laboratory Committee, Member, Appointed, Mechanical Engineering Departmental Committee, 2008.

Seminar Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, 2008.

Control Qualifying Exam Committee, Chair, Appointed, Mechanical Engineering Departmental Committee, 2008. Controls Ph.D. Qualifying Exam Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring 2007. Laboratory Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring and Fall 2007. Educational Enhancement and Curriculum Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring and Fall 2007. Graduate Studies & Research Committee, Member, Elected, Mechanical Engineering, Departmental Committee, Spring and Fall 2007. Seminar Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring and Fall 2006. Laboratory Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring and Fall 2006.

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Seminar Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring and Fall 2005. Laboratory Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring and Fall 2005. Controls Ph.D. Qualifying Exam Committee, Chairman, Appointed, Mechanical Engineering, Departmental Committee, Fall 2005. Faculty Search Committee, Chairman, Appointed, Mechanical Engineering, Departmental Committee, Fall 2004. Controls Ph.D. Qualifying Exam Committee, Chairman, Appointed, Mechanical Engineering, Departmental Committee, Fall 2002 - Spring 2004. Undergraduate Curriculum Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Fall 2002 - Spring 2004. Graduate Studies Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Fall 2000 - Spring 2002. Controls Ph.D. Qualifying Exam, Member, Appointed, Mechanical Engineering, Departmental Committee, Spring 2000. Faculty Search Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Fall 1999. Computer Committee, Member, Appointed, Mechanical Engineering, Departmental Committee, Fall 1999. High Performance Computing Steering Committee, Appointed, University Committee, Fall 1996. Reactor Theory and Experimentation, Nuclear Engineering Ph.D. Qualifying Exams, Chairman, Appointed, Departmental Committee, Fall 1996. Reactor Theory and Experimentation, Nuclear Engineering Ph.D. Qualifying Exams, Chairman, Appointed, Departmental Committee, Fall 1995. Reactor Theory and Experimentation, Nuclear Engineering Ph.D. Qualifying Exams, Chairman, Appointed, Departmental Committee, Spring 1993. Graduate Nuclear Reactor Theory Course Content Review Committee, Member, Appointed, Departmental Committee, Spring 1993. Ph.D. Program Review Committee, Member, Appointed, Departmental Committee, Fall 1992-Spring 1993. Nuclear Engineering 605 Course Review Committee, Member, Appointed, Departmental Committee, Fall 1992. Reactor Theory and Experimentation, Nuclear Engineering Ph.D. Qualifying Exams, Chairman (Substituted), Appointed, Departmental Committee, Spring 1992. Reactor Theory and Experimentation, Nuclear Engineering Ph.D. Qualifying Exams, Chairman, Appointed, Departmental Committee, Fall 1991.

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Reactor Theory and Experimentation, Nuclear Engineering Ph.D. Qualifying Exams, Chairman, Appointed, Departmental Committee, Spring 1991. Reactor Engineering (Fission), Nuclear Engineering Ph.D. Qualifying Exams, Chairman, Appointed, Departmental Committee, Fall 1988. Advisor and Coordinator for Nuclear Engineering Department, Engineering Scholars Program, Appointed, College Committee, 1989 - Present. Engineering Scholars Program Curriculum Design Sub-Committee, Member, Appointed, College Committee, 1989. Engineering Scholars Program Design Ad-hoc Committee, Member, Appointed, College Committee, 1989. ABET Accreditation Response Committee, Member, Appointed, Departmental Committee, Aug. 1988 - Dec. 1988. Nuclear Engineering Department Head Search Committee, Member, Appointed, College Committee, April 1988 - July 1988. Hellenic Student Association, Faculty Advisor, Elected, University Student Organization, Sept. 1988 - Aug. 1990.

3. MEMBERSHIP IN NATIONAL AND INTERNATIONAL EDITORIAL BOARDS

Special Issue Guest Editor, IEEE Transactions on Neural Networks, Special Issue on Adaptive Learning Systems in Communication Networks, 2005. Associate Editor, ASME Journal of Dynamic Systems, Measurement and Control, 2005 - Present. I have served in the capacity of Associate Editor of this journal effective the beginning of 2005. The particular areas in which I handle and make recommendations of manuscripts is “Neural Networks Applications” and “Condition Monitoring and Condition Assessment”. So far in 2005, I have handled over a dozen of submitted papers. My responsibilities as Associate Editor of the papers I handle is to select, conduct and communicate all of the correspondence between the authors and the reviewers. All this communication is conducted through the Editor-in-Chief. The journal guidelines require that at least three independent and reputable reviewers be solicited for in-depth review of the paper. The average time for a single round of reviews varies from six (6) to nine (9) months. I allocate approximately two (2) to four (4) hours per week on activities related to editorial duties of this journal. Associate Editor, IEEE Transactions on Neural Networks, 1994 – 2008. I have served in the capacity of Associate Editor of this journal under two different Editor-in-Chief; the founding editor and his successor. The IEEE Transactions on Neural Networks is one of the two most prestigious archival journals in the field of neural networks. The particular areas in which I handle and make recommendations of manuscripts is “Control and Estimation”. Over the years, I have handled over a couple of hundred papers submitted for consideration in the journal, and I have recommended no more than about ten (10) of these papers for publication in the IEEE Transactions on Neural Networks. My responsibilities as Associate Editor of the papers I handle is to select, conduct and communicate all of the correspondence between the authors and the reviewers. All this communication is conducted through the Editor-in-Chief for the purpose of maintaining the anonymity of the Associate Editor handling the manuscript. The journal guidelines require that at least three independent and reputable reviewers be solicited for in-depth review of the paper. The average

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time for a single round of reviews varies from six (6) to nine (9) months. I allocate approximately two (2) to four (4) hours per week on activities related to editorial duties of this journal. Associate Editor, Transactions on Control, Automation and Systems Engineering, 1999 - Present. I have served in the capacity of an International Editor of this journal, published by the Institute of Control, Automation and Systems Engineers of Korea. The International Editors is a select group of thirteen (13) prominent academics and other researchers from the US, Europe and Japan in the fields of control, automation and systems engineering. The group’s role is to solicit the submission of manuscripts from reputable researchers and to advise the Korean editors on technical matters, including procedural issues on the review and publication of manuscripts. I allocate approximately four (4) to six (6) hours per month on activities related to editorial duties of this journal.

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IV. PROFESSIONAL OUTREACH

1. CONTINUING EDUCATION/PROFESSIONAL DEVELOPMENT 1. “Robust Multivariable Control System Design”, Jan. 1991, two-day short course taught at the NASA

Johnson Space Center, 35 engineers attended. The course has not been previously taught. 2. “Neural Networks for Diagnosis and Control in the Process Industries”, Sept. 1991, one-day short course

taught with Dr. W. K. Tsai of U. C. Irvine, prior to the Fourth International Symposium on IC Design Manufacture and Applications, Singapore; 20 people attended. The course has not been previously taught.

3. “Neural Networks and Applications to the Nuclear Industry”, Sept. 1991, one-day short course taught prior to the International Conference AI-91: Frontiers in Innovative Computing for the Nuclear Industry, Jackson Hole, WY; 15 people attended. The course has not been previously taught.

4. “Neural Networks: Applications for Utility Industries”, June 21-23, 1995, three-day short course taught at the Texas Engineering Extension Service, Arlington, TX; 8 people attended. The course has not been previously taught.

5. “Neural Networks for Estimation and Control”, July 15-17, 1996, three-day short course taught at the NASA Johnson Space Center; 20 students attended. The course has not been previously taught.

2. INVITED SEMINARS OR LECTURES

1. Parlos, A. G., "Automation in Nuclear Systems", Nuclear Engineering Department, Texas A&M University,

College Station, TX, March 1987. 2. Parlos, A.G., "Automation and Control Activities at Texas A&M University Department of Nuclear

Engineering," General Electric Corp., Astro Space Division, San Jose, CA., November 1987. 3. Parlos, A. G., "Unknown-but-Bounded Disturbance Modeling in Space Power System Control",

Telecommunications, Control and Signal Processing Research Center Seminar Series, Texas A&M University, College Station, TX, December 1987.

4. Parlos, A. G., "Unknown-but-Bounded Uncertainty Modeling", Dynamics and Control Group, Mechanical Engineering Department, Texas A&M University, College Station, TX, July 1988.

5. Parlos, A. G., and Fernandez, B., "Intelligent System Reconfiguration of Distributed Processes for Space Missions," NASA Johnson Space Center Intelligent Systems Branch, Houston, TX, November 1988.

6. Parlos, A.G., "Design of an Optimal Pointing System Subjected to Structural Vibrations", NASA Johnson Space Center Guidance, Navigation and Control Division, Houston, TX, December 1988.

7. Parlos, A.G., "Design of Solar Dynamic Pointing Systems for the Space Station", Invited Presentation at a NASA Johnson Space Center Workshop, Houston, TX, January 1989.

8. Parlos, A.G., "Space Station Power System: An Assessment of the Power Management and Distribution (PMAD) System Requirements, Performance and Architecture", Ford Aerospace Corporation, Space Station Program Support, Reston, VA, March 1989.

9. Parlos, A.G., "Controller Synthesis for Disturbance Rejection of Systems Subjected to Structural Vibrations," NASA Johnson Space Center Guidance, Navigation and Control Division, Houston, TX, September 1989.

10. Parlos, A. G., and Fernandez, B., "Neural Networks Technology for Reconfiguration and Control of Distributed Systems," NASA Johnson Space Center Intelligent Systems Branch, Houston, TX, November 1989.

11. Parlos, A. G., and Peddicord, K. L., "A Passive In-Core Thermionics Concept for Space Nuclear Power Systems in the 10-50 kWe Range," The Strategic Defense Initiative Organization, College Station, TX, April 1990.

12. Parlos, A.G., "Artificial Neural Networks Based Identification and Control of Complex Systems," National Science Foundation Workshop on Applications of Neural Networks in Electric Power Systems, Clemson University, SC, April 1990.

13. Parlos, A.G., "Advanced Control Algorithms for Evolutionary Spacecrafts," NASA Johnson Space Center, Guidance, Navigation and Control Division, Houston, TX, November 1990.

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14. Parlos, A. G., "Nonlinear Identification of Dynamic Systems using Artificial Neural Networks," The Penn State University, University Park, PA, December 11, 1990.

15. Parlos, A.G. and Patton, A.D., "An Innovative Technology for Energy Efficiency in Leading Texas Industries," The City of Austin Electric Utility Department, Austin, TX, July, 1991.

16. Parlos, A.G. and Patton, A. D., "Forecasting Applications of Dynamic Neural Networks," Texas Public Utility Commission, Austin, TX, October 3, 1991.

17. Parlos, A.G., "Forecasting Applications of Neural Networks," Togai InfraLogic, Inc., Irvine, CA, November 12, 1991.

18. Parlos, A.G., "Model Identification in Nonlinear Systems," Texas A&M University, Civil Engineering Department, College Station, TX, November 13, 1991.

19. Parlos, A.G., "Neural Information Processing for Adaptive Estimation and Control," NASA Johnson Space Center, Aeronautics, Guidance, and Control Division, Houston, TX, December 4, 1991.

20. Parlos, A.G., “Feasibility and Assessment of TOPAZ-II Derivatives for Space Power Applications,” NASA Lewis Research Center, Cleveland, OH, October 9, 1992.

21. Bolch, W.E. and Parlos, A.G., “Investigation of Natural and Man-Made Radiation Effects on Crews on Long Duration Space Missions,” NASA Lewis Research Center, Cleveland, OH, October 9, 1992.

22. Parlos, A. G. and Patton, A. D., “Long Term Electric Load Forecasting Using Neural Networks, “ Texas Municipal Power Agency, Beaver Creek Power Plant, College Station, Texas, March 3, 1993.

23. Parlos, A.G, “Applications of Neural Networks to System Identification,” Sian ka’an International Conference, The First Joint Mexico-US International Workshop on Neural Networks and Neurocontrol, September 1995, Quintana Roo, Mexico.

24. Parlos, A. G., “Applications of Neural Networks to Estimation,” Schlumberger-Doll Research, November 1995, Ridgefield, CT.

25. Parlos, A. G., “Applications of Neural Networks to Estimation,” Yale Univerity, Center of Neuroscience and Neuroengineering, November 1995, New Haven, CT.

26. Parlos, A. G., “Towards Intelligent Control for Life-Cycle Performance Specifications,” Texas A&M University, Department of Mechanical Engineering, April 1999, College Station, TX.

27. Parlos, A. G., “The Role of System Condition Assessment in Control Engineering,” Texas A&M University, Department of Mechanical Engineering, September 1999, College Station, TX.

28. Parlos, A. G., “Neuro-Predictive Control System Strategy,” Aerospace/Power Industry Advanced Control Systems Technology Transfer Workshop, November 2000, Orlando, FL.

29. Parlos, A. G., “Machine Condition Assessment Technology,” Aerospace/Power Industry Advanced Control Systems Technology Transfer Workshop, November 2000, Orlando, FL.

30. Parlos, A. G., “Sensorless Machine Condition Assessment,” Rice University, Department of Mechanical and Materials Science, January 2002, Houston, TX.

31. Parlos, A. G., “An Edge Concept for QoS Control of Real-time Applications over Best-effort Networks,” Department of Electrical Engineering and Computer Science, Georgia Tech, June 2004, Atlanta, GA.

32. Parlos, A. G., “A Sensorless Embedded System for Machine Condition Assessment,” Honeywell Technology Center, October 2004, Minneapolis, MN.

33. Parlos, A. G., “Sensorless Machine Condition Assessment,” Federal University of Rio de Janeiro, Brazil, Department of Electrical Engineering, IEEE Section Invited Speaker, March 2005.

34. Parlos, A. G., “Sensorless Machine Condition Assessment,” Petrobras Research & Development Center, Rio de Janeiro, Brazil, March 2005.

35. Parlos, A. G., “Sensorless Machine Condition Assessment,” Petrobras REDUC Refinery, Rio de Janeiro, Brazil, March 2005.

36. Parlos, A. G., “Sensorless Condition Assessment of Electro-mechanical Systems,” 13th Yale University Workshop on Adaptive & Learning Systems, May 2005.

37. Bhattacharya, A., and A. G. Parlos, “Flow Control in Real-Time Applications over Best-Effort Networks,” 14th Yale University Workshop on Adaptive & Learning Systems, Yale University, New Haven, CT, June 2-4, 2008.

38. Tangirala, R., and A. G. Parlos, “Information Entropy and Mechanical Reliability,” in Yale Workshop in Adaptive & Learning Systems, Yale University, New Haven, CT, June 4-6, 2011.

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3. REVIEW OF JOURNAL/CONFERENCE PAPERS AND/OR RESEARCH PROPOSALS Professional Journals 1. The Royal Society, Proc. A. 2. IEEE Transactions on Automatic Control. 3. IEEE Transactions on Neural Networks. 4. IEEE Transactions on Knowledge and Data Engineering. 5. IEEE Control Systems Magazine. 6. IEEE Transactions on Circuits and Systems, Part I. 7. IEEE Transactions on Control Systems Technology. 8. IEEE Transactions on Systems, Man and Cybernetics. 9. IEEE Transactions on Industrial Applications. 10. IEEE Transactions on Industrial Electronics. 11. IEEE Journal of Selected Topics In Signal Processing 12. Electronics Letters. 13. Electric Power Systems Research. 14. AIAA Journal of Guidance, Control and Dynamics. 15. ASME Journal of Dynamic Systems, Measurement and Control. 16. ASME Journal of Vibration and Acoustics. 17. The Journal of the International Federation of Automatic Control (IFAC) Automatica. 18. Nuclear Science and Engineering. 19. Nuclear Technology. 20. AIChE Journal. 21. ASCE Journal of Energy Engineering. 22. International Journal for Engineering Applications of Artificial Intelligence. 23. International Journal of System Science. 24. Journal of Modeling and Scientific Computing. 25. Journal of Intelligent and Fuzzy Systems. 26. Symposia on Space Nuclear Power Systems Books. 27. Journal of Electronic Imaging. 28. Annals of Operations Research. 29. Journal of the Air & Waste Management Association. 30. IEE Proceedings, Radar, Sonar & Navigation. 31. ACM Transactions on Multimedia Computing, Communications and Applications. 32. Arabian Journal for Science and Engineering. 33. Journal of Systems and Software.

Annual Conferences 1. IFAC American Control Conference. 2. IEEE Conference on Decision and Control. 3. North American Fuzzy Information Processing Society Conference. 4. International Joint Neural Networks Conference. 5. Various other conferences sponsored by IEEE, INNS and ASME. Proposal Review 1. Massachusetts Institute of Technology, Energy Laboratory. 2. The National Science Foundation, Academic Programs. 3. The National Science Foundation, Small Business Innovation Research/Small Business Technology

Transfer (SBIR/STTR) Program. 4. The U.S. Department of Energy.

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5. The U.S. Department of Energy, Nuclear Engineering Research Program. 6. The U.S. Department of Energy, Small Business Innovation Research (SBIR) Program. 7. National Aeronautics and Space Administration (NASA), Johnson Space Center. 8. The University of Texas at Austin, College of Engineering, Continuing Engineering Studies. 9. State of Indiana 21st Century Research and Technology Fund.

4. REVIEW OF BOOKS 1. Reviewer, Neural Networks: A Comprehensive Foundation, by S. Haykin, The IEEE Press, Piscataway, NJ,

1994. 2. Reviewer, Fuzzy and Neural Approaches in Engineering, by L. H. Tsoukalas, and R. E. Uhrig, PWS,

Publishing, Boston, MA, 1994. 3. Reviewer, A Critical Review of Space Nuclear Power and Propulsion, 1984-1993, Edited by M. S. El-

Genk, American Institute of Physics, 1994. 4. Reviewer, Foundations of MEMS, by R. Lobontiu, Prentice-Hall, 2004. 5. Reviewer, The Handbook of Computer Networks, Edited by H. Bidgoli, John Wiley & Sons, Inc., 2007. 6. Reviewer, Intelligent Complex Engineering Systems, by R. E. Uhrig, L. Gao, and L. H. Tsoukalas, John

Wiley & Sons, 2006. 7. Reviewer, Control Engineering, by Nise, Edition 5e, John Wiley & Sons, 2006. 8. Reviewer, Systems Engineering & Analysis, 4e, Prentice-Hall, 2006. 9. Reviewer, Computer Networks, Prentice-Hall, 2008.

5. CONSULTING

Consultant, TXU ENERGY, Dallas, TX, 5/04-to date.

Various consulting activities related to power plant condition monitoring. Consultant, VEROS SYSTEMS, INC, College Station, TX, 6/02-to date.

Various consulting activities related to technology commercialization. Chairman and President, ORASIS Software Inc., Austin, TX, 5/97-4/99.

Software/hardware system development for on-line electric motor diagnostics. Engineering Consultant, Kevin Kennedy & Assoc., Inc., Murrysville, PA, 4/95-12/97.

Artitificial neural networks engineering for materials design and manufacturing. Engineering Consultant, Northrop-Grumman Corp., Bethpage, NY, 12/94-8/96.

Just-In-Time Maintenance consortium activities. Artificial neural networks engineering for maintenance engineering.

President, ANN Engineering, Inc., College Station, TX, 8/92-4/97.

Start-up software development company for commercialization of emerging information technologies to manufacturing and other service industries.

Engineering Consultant, BDM International Inc., McLean, VA, 6/88-3/93.

System Engineering and Technical Assistance on the Integrated Fluids Mass Balance of the Space Station Freedom. System Engineering and Technical Assistance on the Risk Assessment of the Space Station Freedom Electric Power System and on Program Requirements and Analysis of the Space Station Power Management and Distribution System.

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System Engineering and Technical Assistance on the Guidance, Navigation and Control aspects of the Space Station Freedom. Technical Assistance on the Design, Automation and Control Issues related to Space Power Systems (Conventional and Nuclear Systems).

Engineering Consultant, Applied Physics, Inc., Albuquerque, NM, 3/90-8/91. Technical Assistance on Uses and Implementation of Expert Systems in the Nuclear Power Industry.

Engineering Consultant, Netrologic, Inc., Dayton, OH, 2/91-12/91.

Engineering Consultation in the area of Artificial Neural Networks. Engineering Consultant, Jack Tills & Associates Inc., Albuquerque, NM, 10/86-6/87.

Design and development of automatic control system related software for nuclear power plants.

6. OTHER PROFESSIONAL OUTREACH Member of the Technical Program Committee, Mosharaka International Conference on Control, Robotics and Automation (M-CRA 2007), Amman, Jordan, June 2007. Member of the Technical Program Committee, The IEEE World Congress on Computational Intelligence, WCCI 2006, July 2006, Vancouver, BC, Canada. Member of the International Program Committee, 2006 IEEE International Conference on Networking, Sensing and Control, April 23-25, 2006, Ft. Lauderdale, FL. Member of the Technical Program Committee, The IEEE-INNS International Joint Conference on Neural Networks, IJCNN 2002, May 2002, Honolulu, Hawaii. Member of the Technical Program Committee, The IEEE-INNS International Joint Conference on Neural Networks, IJCNN 2001, July 2001, Washington, DC. Member of the Technical Program Committee, The IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, July 2000, Como, Italy. Member of the Scientific Advisory Committee, Millennium Workshop on Biological Effects of Electromagnetic Fields, May 2000, Chania, Crete, Greece. Area Chair for Intelligent Estimation and Control, IEEE International Conference on Neural Networks, June 1997, Houston, TX. Organizing and Program Committee Member, Sian ka’an International Conference, The First Joint Mexico-US International Workshop on Neural Networks and Neurocontrol, September 1995, Quintana Roo, Mexico. Alternate Chairman, Session: "Human Factors - General", ANS Winter Annual Meeting, November 1995, San Fransisco, CA. Technical Program Committee Member, 1996 IEEE International Conference on Neural Networks, Washington, D.C., June 1996. Reviewer, 1995 IEEE International Conference on Neural Networks, Perth, Australia, November 27 - December 1, 1995.

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Committee Member, Manuel Lujan, Jr. Best Paper Award, Institute for Space Nuclear Power Studies, University of New Mexico, Albuquerque, NM (starting 1995). Technical Program Committee Member, “Computer-Based Human Support Systems: Technology, Methods, and Future”, ANS Topical Meeting, June 1995, Philadelphia, PA. Program Committee Member, International Conference on Industrial Fuzzy Control and Intelligent Systems, December 1993, College Station, TX. Funding Review Panel Member, The National Science Foundation, Neuroengineering Program, Electrical and Communication Systems Division, 1993, Washington, D.C.. Chairman, Session: “Reactor and Power System Control”, 11th Symposium on Space Nuclear Power and Propulsion Systems, January 1994, Albuquerque, NM. Technical Program Committee Member, 11th Symposium on Space Nuclear Power and Propulsion Systems, January 1994, Albuquerque, NM. Chairman, Session: "Artificial Intelligence in Nuclear Science and Engineering", ANS Winter Annual Meeting, November 1993, San Francisco, CA. Organizer, Session: "Artificial Intelligence in Nuclear Science and Engineering", ANS Winter Annual Meeting, November 1993, San Francisco, CA. Alternate Chairman, Session: "Artificial Intelligence in Nuclear Science and Engineering", ANS Summer Annual Meeting, June 1993, San Diego, CA. Alternate Chairman, Session: "Artificial Intelligence in Nuclear Science and Engineering", ANS Winter Annual Meeting, November 1992, Chicago, IL. Chairman, Session: "Space Station Freedom Attitude Control", 1992 AIAA Guidance, Navigation and Control Conference, August 1992, Hilton Head, SC. Reviewer for 2 papers submitted to the North American Fuzzy Information Processing Society Conference (NAFIPS '92); 7/92. Alternate Chairman, Session: "Artificial Intelligence in Nuclear Science and Engineering", ANS Summer Annual Meeting, June 1992, Boston, MA. Reviewer for the Short Course Artificial Neural Networks, The University of Texas at Austin, College of Engineering, Continuing Engineering Studies; 5/92. Chairman, Session: "Neural Networks and Applications II", Southcon Electronic Show and Convention, March 10-12, 1992, Tampa, FL. Reviewer for 2 papers submitted to the IFAC 1992 American Control Conference; 11/91. Chairman, Session: "Neural Networks and Applications I and II", AI-91: Innovative Computer Applications in the Nuclear Industry, International Topical Meeting Sponsored by the American Nuclear Society, September 15-18, 1991, Jackson, WY.

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Organizer, Session: "Intelligent Control Systems", AI-91: Innovative Computer Applications in the Nuclear Industry, International Topical Meeting Sponsored by the American Nuclear Society, September 15-18, 1991, Jackson, WY. Technical Program Committee Member: "AI-91: Innovative Computer Applications in the Nuclear Industry," International Topical Meeting Sponsored by the American Nuclear Society, September 15-18, 1991, Jackson, WY. Chairman, Session: "Spacecraft Guidance, Navigation and Control", 1990 AIAA Guidance, Navigation and Control Conference, August 1990, Portland, Oregon. Chairman, Session: "Space Systems Control", 1990 IFAC American Control Conference, May 1990, San Diego, CA. Reviewer for 3 papers submitted to the 29th IEEE Conference on Decision and Control; 4/90. Reviewer for 1 paper submitted to the IFAC 1990 American Control Conference; 11/89. Organizer and Co-Chairman, Session: "Control Systems with Unknown-but-bounded Uncertainty Descriptions", 1988 IEEE Conference on Decision and Control, Dec. 1988, Austin, Texas.