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INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School of Computer Science, Poland The Warsaw School of Computer Science

INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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Page 1: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

INTELLIGENT CONTROL SYSTEMSDay 1/1

Prof. Marian S. Stachowicz

Laboratory for Intelligent Systems

ECE Department, University of Minnesota, USA

Warsaw School of Computer Science, Poland

Warsaw, Poland, May 16– 22, 2014

The Warsaw School of Computer Science

Page 2: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 2

President Andrzej Żyławski

Rector Zenon Gniazdowski

Thank you for kind invitation.

Marian S. Stachowicz

Page 3: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 3

OBJECTIVES:

This course is designed to give students the ability to analyze and design linear and nonlinear feedback control systems.

Page 4: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 4

Lecture and lab. schedule : May 16 – 22, 2014

Friday L 16:15–21:30 Q1

Saturday L 8:00–10:30 Q2 lab. 10:35–15.20

Sunday L 12:50–15:20 Q3

lab. 15:25–19:40

Page 5: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 5

Lab. schedule : May 16 - 22, 2014

Monday lab. 16:15–19:40 Q4

Tuesday lab. 16:15–19:40 Q5

Wednesday lab. 16:15–19:40 Final Project

Page 6: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 6

Thursday Exam Computer lab.

MZ201 16:15–17:00

MZ202 17:05–18:50

MZ203 + MZ001 18:55–19:40 Meeting with all leaders: 19:45

Page 7: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 7

Consultations: May 19, 14:30–16:00

[email protected]

Page 8: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 8

TEXTBOOKS:

1. Richard C. Dorf and Robert H. Bishop, Modern Control Systems, 11th Edition, Pearson Prentice Hall, 2008

Students access:http://wps.prenhall.comesm_dorf_modctrlsys_11/74/19165/4906396.cw/index.html

Page 9: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 9

Page 10: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 10

Richard C. Dorf

• Professor of ECE at the University of California, Davis.

- Fellow of the IEEE (Institute of Electrical and Electronics Engineers)

- Fellow of ASEE (American Society for Engineering Society)

Page 11: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 11

Robert H. Bishop

• Professor of the Department of Aerospace and Engineering Mechanics at the University of Texas, Austin

- Fellow of AIAA (American Institute of Aeronautics and Astronautics)

Page 12: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 12

References :

2. K.M. Passino and S. Yurkovich,

Fuzzy Control, Addison Wesley Longman, Inc., 1998

Free access from publisher

Page 13: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 13

References :

3. M.S. Stachowicz and L. Beall ,

Fuzzy Logic Package for Mathematica, Version 5.2,

Wolfram Research, Inc., 2003

Passive access from company

Page 14: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 14

References :

4. F.O. Karray and C. de Silva,Soft Computing and Intelligent Systems Design, Addison Wesley, 2004

Page 15: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 15

References:

5. J.J. DiStefano, A. R. Stubberud, I. J. Williams, Feedback and Control Systems, Schaum's Outline Series, McGraw-Hill, Inc., 1990

Teaches you to solve a wide range of problems.Prepares you for class exam while saving you timeSupplement your class textFeatures 700 solved problems with complete solution

Page 16: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Digital Fuzzy Sets and Biometrics

Prof. Marian S. Stachowicz

Laboratory for Intelligent Systems

ECE Department, University of Minnesota, USA

Warsaw, Poland, June 14, 2011

OPEN LECTURE

The Warsaw School of Computer Science

Page 17: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Dr. Marian S. Stachowicz

Professor and Jack Rowe Chair

[email protected]

http://www.d.umn.edu/ece/lis

Lecturer

Page 18: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 18

• Teaching Assistant: TBA

MZ201

MZ202

MZ203

Page 19: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 19

Courses:

• ECE 3151 Control Systems

• ECE 5831 Fuzzy Sets Theory

• ECE 8831 Soft Computing

• ECE 4951 DESIGN WORKSHOP:

INTELLIGENT CONTROL DESIGN

Page 20: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

ECE 4951-S-2010 - WORKSHOP

20Intelligent Control Systems

Page 21: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 21

15 th ANNUAL UMD UNDERGRADUATE REAEARCH/ARTISTIC SHOWCASE,

THURSDAY, APRIL 29, 2010

• Intelligent Wallet  • Intelligent Greenhouse Control • Color Recognition for Tracking Robots • Path Tracking Vehicle with Fuzzy Control • Voice Controlled Lights • Voice Activated Control of a DC Motor  • Intelligent Helmet – Threat Detection

 

Page 22: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

ECE 3151-F-2013 Control Systems

Page 23: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

ECE 4951- FALL - 2013

IF I COULD TALK TO THE…

CONTROLLERS

Intelligent Control Systems 23

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Intelligent Control Systems 24

T1S-044 CONTROL THEORY - 2012

Page 25: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 25

Laboratory for Intelligent Systemshttp://www.d.umn.edu/ece/lis

Page 26: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

LIS has been founded in cooperation with Minnesota Power and 3M.

Page 27: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 27

Undergraduate and graduate students concentrate on methods and algorithms for

soft computing and their applications in

- image processing, - multi-objective optimization,

- color recognition.

RESEARCH

Page 28: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

Intelligent Control Systems 28

Lecture topic and schedule:

• Part 1Linear and Nonlinear Control Systems [1, 4]Human-in-the-control loop [1, 2]

Quiz 1 from chapter 1 [1]

Page 29: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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Lecture topic and schedule:

• Part 2Mathematical Models of Systems [1]Introduction to Soft Computing [4]The Mathematics of Fuzzy Sets [2, 3, 4]Linguistic description of human expertise [2, 3]Quiz 2 from chapter 2 [1]

Page 30: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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Lecture topic and schedule:

• Part 3Feedback Control System Characteristics [1]The Performance of Feedback Control Systems [1, 2]Fuzzy Systems and Their Properties [2, 3, 4]Quiz 3

Page 31: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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Lecture topic and schedule:

• Part 4Robustness and stability [1, 4]Design of Fuzzy Systems from Input - Output Data [3, 4]Quiz 4

Page 32: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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Lecture topic and schedule:

• Part 5Digital Control Systems [1, 2]Multivalued Logic [3]Fuzzy Versus Conventional Control [4]Quiz 5

Page 33: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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Final Project/Exam

Time: Wednesday/Thursday, May 21/May22, 2014, 16:15 – 19:40.

Page 34: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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Practice Exercises for all Quizzes

Practice Exercises for Q1- Q5 after every new part.Self-pages review exercises developed to supplement chapter content andhelp students develop effective problem-solving strategies

• Matching: Intended to help students master new terminology introduced in the book.

• True/False: Intended to ask students to think conceptually about the material presented.

• Multiple/Choice: Intended to provide students with extra practice on a wide array of problems

• http://wps.prenhall.com/esm_dorf_modctrlsys_11/74/19165/4906396.cw/index.html

My suggestion: team work

Page 35: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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“ Individuals with any disability, either permanent or temporary, which might affect performance in this class are encouraged to inform the instructor at the start of the course. Adaptation of methods, materials, or testing may be made as required to provide for equitable participation.”

Page 36: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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GradingAssessment:

• H 1, Q1 – Q5 75 %• Final Project/Exam 25 %

Grading scale:

A: [95, 100]A- : [90, 95)B: [80, 90)C: [70, 80)D: [60, 70)D- : [50, 60)F: 49 or less

Page 37: INTELLIGENT CONTROL SYSTEMS Day 1/1 Prof. Marian S. Stachowicz Laboratory for Intelligent Systems ECE Department, University of Minnesota, USA Warsaw School

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• Professor Marian S. Stachowicz heads the Laboratory for Intelligent Systems at the Electrical and Computer Engineering Department, University of Minnesota Duluth.

• He received his M.S. degree in Control and Computer Engineering from LETI, Soviet Union and both his Ph.D. and D.Sc. from AGH-University of Science and Technology, Poland.

• He previously held academic positions in Poland, as well as a number of appointments as visiting professor, including the University Linkoping in Sweden, the University of Sydney in Australia, and the University of Canterbury, New Zealand, VNU Hanoi, Vietnam, Shanghai University P.R. China

• Professor Stachowicz has published 7 books, 130 papers in journals, conference proceedings, and 20 patents. He is a co-author of the Fuzzy Logic Package for Mathematica.

• His work centers on artificial intelligence and soft computing, decision analysis and control.

• He is a senior member of IEEE and a consultant for large multinational corporations.

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Questions ?

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THANK YOU.