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lume 1, IssuSeptember 20

ematic Areas,Reserc ,Colabrations,

Activities&

Ac ivements

entre of Excellence ( oE)in

omplex & Nonlinear Dynamical Systems( NDS)

rmata Jijabai T chnological InstitutMatunga, Mumbai-400019

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About UsVJTI is selected under TEQIP I (subcomponent .2. ) for

establishment of entre of Excellence ( oE) in " omplex & NonlinearDynamical Systems ( NDS)" with a funding of Rs 5 rores by WorldBank through National Project Implementation Unit (NPIU), MHRD,New Delhi. The main objective of the oE NDS is to act as a focalpoint for the interdisciplinary research into the theory of complex andnonlinear dynamical systems and its applications across science andengineering branches. Main areas and application domains includecomplex power grid/smart grid modeled as cyberphysical system( PS), nonlinear dynamics & transient stability of electrical pulsepower & plasma systems, hybrid energy management systems forclean renewable energy & nonlinear vibration analysis.

The proposed oE is aimed at developing a rigorous andunified framework for both theoretical and applied research in the areaof complex and nonlinear dynamical systems by interconnecting

scattered groups to create critical mass and complementarity.Following are the key objectives:i. To foster in both ways fundamental studies and applications bycollaborative research.ii. To develop a basis for a unified framework harnessing complex andnonlinear systems.iii. To motivate and integrate multi-disciplinary approaches to complexproblems.iv. To contribute in nation's growth - technologically & socially bysynthesising the obtained results and methodologies into unifiedstrategies, criteria and procedures for design of new devices andprocesses.

v. Facilitate the interchange of scientific results and ideas betweenvarious institutes, industries and research organizations within andoutside India.vi. Promote use of open-source software in fundamental researchareas.


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ntent Thematic Areas of CoE-CNDS 6

2 Activities of CoE-CNDS2.1 Internship rogramme......................................................................................72.2 Collaborative Effort

Academic artners...........................................................................................8Industrial ratners...........................................................................................10

2.3 Workshops Conducted by CoE-CNDSNonlinear Dynamical Systems: Modeling & Analysis............................13Synergy-in-Energy.....................................................................................14

Matrix Computation for Complex Systems.............................................15Nonlinear State Estimation.......................................................................16Introduction to Geometric Nonlinear Control Theory and

Applications...............................................................................................17 erspectives in Dynamical system & control.........................................1825 Years Of assivity-Based Controls: New Vistas................................20Cyber Security Framework for Smart Grid and CriticalInfrastructure..............................................................................................22

Smart Grid- erspectives in Cyber Security............................................23Faculty & Research Scholar Interaction rogram on Bifurcation.........24

2.4 CoE-CNDS Laboratories.....................................................................................?

3.Achivements of CoE-CNDS........................................................................................253.1 atents and/or prototypes developed3.2 Commercialization outcomes3.3 Achievement of expected research in thematic area of CoE-CNDS3.4 ublication Details............................................................................................26

4.Members of CoE-CNDS...............................................................................................31


http://www.hycon2.eu//http://www.hycon2.eu//http://www.sc.iitb.ac.in/~pdsc2014/http://www.sc.iitb.ac.in/~pdsc2014/

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CoE-CNDS is working in follwing AreasCompl x Pow r GridSmart Grid mod l d as cyb r-physical syst m (CPS)Cyb r-S curity in Smart Grid Syst msNonlin ar dynamics & transi nt stability of l ctrical puls pow r & plasmasyst msHybrid n rgy manag m nt syst ms for cl an r n wabl n rgy

Nonlin ar vibration analysis tc.

Pr jects .Mod ling &Analysis of Compl x Pow r Grid as a Cyb r-Physical Syst m

2.Mod ling & PIC Bas d Simulations of R lativistic Nonlin ar Ph nom non inMagn tron

3.Bifurcation Analysis of Cascad Failur s in Pow r Grid: North rn Grid

Blackout Cas Study4.A Syst m Th or tic Approach for Mod ling and S qu ncing th Ex cution ofBompon nt Mod ls for Adapting Parall l Proc ssing in Compl x Proc ssSimulation Tool

5.Probabilistic Analysis of Cascad Failur s6.D position of High k Di l ctric Thin Films Using Non-lin ar Dyn

Gas ous Plasma7.Passivity-bas d Control of Und r-actuat d Non-lin ar Dynamical Syst ms8.Synchronization Control of Nonlin ar H t rog n ous Syst ms & Hybrid

En rgy Manag m nt Syst ms

9.D v lopm nt of Non-lin ar Control Law using Multil v l S M forSuppr ssing Inv rt r Non-lin ar Distortions with Low Harmonics10.D v lopm nt of Exp rim ntal UWB Syst ms

Thematic Areas


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Internship Pr gramme

To promote inter-disciplinary research in non-linear and complex dynamical systems

following internships were organizedi. Six week internship program:

This program is conducted from st June – 3rd July, 20 5and 26 undergraduate studparticipated and were able to develop thier understanding about......

ii. Three week internship program:This program was conducted from 9th - 27th December, 20 3 and 5 undergraduate s

participated to in understand apply their knowledge......iii. Six week internship program:

This program was conducted from 3rd June – 2th July, 20 3 and 5 undergraduate

students participate. Students were able to understand the...

Activities f E- NDS


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This th first workshop activitydon by CoE-CNDS in JTI tiintroduc our th m and ar as.Th conc pts b hind organisingthis workshop was to l arn and

und rstand th t chniqu sd v lop d by math maticians,physicists, and ngin rs tocharact riz and pr dict thb havior of nonlin ardynamical syst ms that hass v ral crucial ar as ofapplications.

Resource ersons:Dr R.N. Banavar (IIT Bombay)Dr Madhu B lur (IIT Bombay)Dr ishw sh yavhar (IIT Bombay)Dr Ramkrishna Pasumarthy (IIT Madras)

N nlinear DynamicalSystems

: M deling & Analysis27 May and 28 May 20 3

Objectives:Exposur to nonlin ar dynamics.Und rstand g om tric asp cts of nonlin ar control.Und rstand th rol of n rgy and thint rconn ctions b tw n subsyst ms.Und rstand mod ling issu s in compl x syst msand cyb r-physical syst ms.


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Objectives:D v lop ff ctiv syn rgi s on Smart Grid r s archin acad mia and th ir applications in and utilizationby th industry to mutual advantagPromot collaborativ r s arch b tw n acad miaand th industry.Off r chall nging r al lif probl ms fac d by thindustry to r s arch scholars.Establish/mod rniz r s arch faciliti s/laboratori s inactiv participation from industry Involv m nt ofindustry for curriculum d v lopm nt.Exploring possibility of off ring short t rm trainingprograms for industrial manpow r training.

Th workshop was aim d at providing acommon platform to pr s nt th r s arch,industrial & acad mic d v lopm nts focus d onth Smart Grid activiti s in India. P opl fromdiv rs backgrounds lik industry, acad miaand policy mak rs discuss d on topics likSmart Grid policy of Gov rnm nt of India, n dfor smart grid in India, cyb r s curity issu s insmart grid d v lopm nt and rol of industry incapacity building at ducational institut s. MoUwas sign d b tw n JTI and ISGF to work oncyb r s curity and communication asp cts ofsmart grid r s arch.

Resou ce Pe sons:Mr R ji Kumar Pillai (Pr sid nt ISGF);Ms Bridgit Hartland-Johnson (MD, En rgi Dynamiqu )Dr S. S. Mantha (Chairman AICTE, N w D lhi);

Mr ijay L. Sonavan (MERC)Mr U. S. Man (Chi f GM-IT, MSEDCL)Mr Ram Pillai (TATA Pow r)Dr. A. R. Abhyankar (IIT D lhi)Dr. Gan sh Kumbhar (IIT Roork )Mr Abraham Samson (JGM, L&T, Control & Automation and Chair-WG10, ISGF)Mr. P.P ntayya (GM, WRLDC)Dr. Shail ndra Fuloria (H ad, Smart Grid & Cyb r S curity, ABB)Dr. Ramkrishna Pasumarthy (IIT Madras)Mr ipin arma (L ad, Ent rpris Transformation, NTDG, TCS)

Mr. Prad p Nair (H ad, En rgy & Pow r, National Instrum nts)

Synergy-in-Energy 3 September 20 3


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Resou ce Pe sons:Dr. Madhu B lur, IITBProf. Harish K. Pillai, IITB

Objectives:To focus on computation m thods, and also on asp cts of num rical accuracy andcomputational ffort.To giv xposur to th ar a of Singular alu D composition, Forward andBackward stability algorithm, LU and QR factorization, Schur d composition andL ast squar solution for r s arch work.

Matrix mputati n

f r mplex Systems 6 December to 20 December 20 3A cours on matrix computations is incr asingly important du to many ar as r quiringa sound und rstanding of th computation asp cts of matrix op rations. In particular,num rical accuracy of computation, numb r of floating point op rations (computational ffort), tog th r with parall l/s rial asp cts of algorithms, is c ntral for all ngin rsand math maticians who d al with matrix th ory.


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Objectives:

Th cours cov r d th conc pt of Kalman Filt r, Unsc nt d and Ext nd dkalman Filt r.

Sp cial att ntion to stimation in constrain d syst ms.Exposur to SCILAB, op n sourc softwar , for th acadamic portions of thcours .

En rgy Manag m nt Syst ms (EMS) play th all important rol of monitoring andcontrol of th pow r syst ms and stat stimation forms its backbon .This workshopwas organiz d to study Nonlin ar Stat Estimation and its significanc in l ctricaln twork.

Resou ce Pe sons:Prof. Ragunathan R gasamy, IIT MadrasProf. Shankar Narasimhan, IIT MadrasProf. Nirav Bhatta, IIT Madras

N nlinear State

Estimati n6 January to 0 January 20 4


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http://www.sc.iitb.ac.in/~pdsc2014/

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As a part of various TEQIP activiti s through C ntr of Exc ll nc (CoE) inCompl x & Non Lin ar Dynamical Syst ms (CNDS), on w k workshopon "25 Y ars of Passivity bas d Control: N w istas" was organis d. Thpropsos d workshop was jointly organiz d with th HYCON (HighlyCompl x and N twork d Control Syst ms-Establish d through Europ anUnion funding ) and Europ an Emb dd d Control Institut (EECI).Following ar main obl ctiv s of workshop.

Details:

To r visit th journ y of passivity bas d control philosophy.

To xplor n w and chall nging av nu s lik smart grid, micro grid, multi-ag nt syst ms and cyb r-physical syst ms in th passivity fram work.

25 Yars f Passivity Based ntr l19 May 2014 t 23 May 2014

Objectives:


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om Left: D . Ramk ishna Pasuma thy T Madras; Dr. Viswanath Talasila MSR TBanglore D . A un D. Mahind aka , IIT Mad as; D Alexande adkov, Head, Cont ol ofComplex System Lab, St. Pete sbu g Unive sity, Russia; D ancoise Lamnabhi-Laga igue,Head HYCON & EECI; P of. Romeo O tega, Di ecto of esea ch CNRS; P of. Dimit i Jeltsema,Delft cente fo systems and cont ol;D . Ma k W. Spong, Dean, School of Engg &Compute Sciences, Unive sity of Texas, D ll USA; Vijay M. IITM & D . .S.Kazi,VJTI.


https://www.google.co.in/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CCAQFjAAahUKEwimst3zl4_HAhVMno4KHXQIDRM&url=http%3A%2F%2Fwww.ee.iitm.ac.in%2F~arun_dm%2F&ei=jY_AVea3OMy8ugT0kLSYAQ&usg=AFQjCNGdHlMTayJB_zx-sh6arqwCQDonqg&sig2=g8QwVqWIkBqH1cyupmi9AA&bvm=bv.99261572,d.c2E

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yber Security Framew rk f rSmart Grid and ritical

Infrastructure7 July 20 4

On day workshop on is sch dul d tod cid on cyb r s curity fram work. Th

workshop is jointly propos d by JTI &ISGF in collaboration with NCIIPC.

Objectives:To cr at awar n ss about cyb rs curity in smart grid and criticalinfrastructur .Aims to arriv at a fram work/

qu stionnair to valuatpr par dn ss of Indian utiliti s tofac any cyb r attack.

Resou ce Pe sons:Mr R ji Kumar Pillai (Pr sid ntISGF)Mr Sachin Burman (NCIIPC)Mr M. Zaki (NCIIPC)Mr Abraham Samson (L & TInfot ch)Mr Subodh B lgi (ISGF)Dr Shail ndra Fuloria (ABB,Bangalor )Ms Pallavi Mhatr (L & T,Automation)Mr H m Thukral (ISGF)


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Smart Grid- Perspectives in yber Security13 t 17 July, 2014

Objectives:Upgradation of subj ct knowl dg and r s archcomp t nc in th ar a of Smart Grid and criticalinfrastructur s curity.Establish industrial linkag s & coop rativ partn rship.Awar n ss of th advanc s in knowl dg , t chnologi sand r s arch m thodologi s mploy d in th industry inth th matic ar a.Cr at a critical mass with pot ntial for global r s archand d v lopm nt.

Resou ce Pe sons:Mr P. P ntayya G n ral Manag r, WRLDC, PGCIL,MumbaiMr . L Sonavan , Maharashtra El ctricityR gulatory Commission (MERC)Mr. As m Mukhi, DSCI, NASSCOMDr Um sh aidya (IOWA Stat Univ rsity, USA)Dr Madhu B lur, IIT BombayDr. Prashant Navalkar, G n ral Manag r, Pow rBusin ss Unit, TCEMr. As m Mukhi, DSCI, NASSCOMMr. BindhuMadhava, AD, C-DAC BangalorDr Zia Saquib, Exc cutiv Dir ctor, C-DACDr. Rominus alsalam, AD, C-DAC Triv ndrumDr. Shail ndra Fuloria, Manag r, Smart Grid &Cyb r S curity, ABB BangalorDr Amit Kal l , TCS, Pun

On w k workshop on "SmartGrid- P rsp ctiv s in Cyb rS curity" was conduct d jointly by JTI and ISGF in t chnicalcollaboration with C-DAC. Hands-ons ssions w r conduct d at C-DACMumbai C ntr for und rstandingcommunication protocols lik DNP3, RTU/MTU communication ands curity vuln rabiliti s. Followingw r th main obj ctiv s of thworkshop.


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Resou ce Pe sons:Dr.AnathKrishana, Dir ctor ID A

As a part of various TEQIPactiviti s through C ntr ofExc ll nc (CoE) in Compl x &Non Lin ar Dynamical Syst ms(CNDS)," Faculty & R s archScholar Int raction Program onBifurcation" was organis d.Main obj ctiv s of workshopwas as follows.

Faculty & Research Sch larInteracti n Pr gram nBifurcati n0 N vember 2014

Objectives:Cr at critical mass working in th ar a of FlightDynamics, Non-lin ar Syst ms, Bifurcation m thods.To provid platform for xchanging id as and r c nt tr ndsof ar a of control of Nonlin ar Syst ms


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Achivements f E- NDS

Patent:One patent filed in the oE thematic area of Plasma Dynamics by oE team member Dr.Dattatray Wavhal.Title “ ovalently Functionalized Particles for Synthesis of New omposite Materials”,Submitted to United States Patent Application:20 400 955 on January 9, 20 4.

mmercializati n utc mes:i. roof of concept of 4 research projects in collaboration with L&T have been approvedii. 2 M.Tech students are selected for internship in L&Tiii. 1 M.Tech student is selected for internship in customised energy solutionsiv. One student was selected for internship in customised energy solutions and is nowoffered position as regular employee

v. One student was selected for internship in L&T and is now offered position as regularemployee

Achievement f expected research inthematic area f E- NDS

i. 6 papers are published in various reputed journalsii. 25 papers were published in international conferencesiii. 19 papers are submitted in various international journals and conferences


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>>Mejari, A Gupta, V Ketkar, M Datar, N Singh, F Kazi; "Stabilization of 2-D Spider rane with Nononvex State onstraints Using MP M“, Advances in ontrol and Optimization of Dynamical Systems;

pp-593 to 598.

>>Dagur D. ;Parimi, M. ; Wagh, S.R.; "Prediction of ascade Failure Using Probabilistic Approach withA Load Flow “, Innovative Smart Grid Technologies - Asia (ISGT Asia), 20 4 IEEE pp-542 to 547.>>S.R.Gupta, FS Kazi, SR Wagh, NM Singh; "Probabilistic framework for evaluation of smart gridresilience of cascade failure“, Innovative Smart Grid Technologies-Asia (ISGT Asia), 20 4 pp- 255 to260.>>Bajaria, Pratik; Pandey, Abhishek; Yerudkar, Amol; Kazi, Faruk; Singh, N.M., "LMI based loopshaping control of biological circuits“, ontrol and Automation (MED), 20 4 22nd Mediterraneanonference of , vol., no., pp. 267, 272, 6- 9 June 20 4.

>>Umbarkar, S.B.; Bindu, S.; Mangalvedekar, H.A.; Saxena, A.; Singh, N.M.; Sharma, A.; Saroj, P. .;Mittal, K. ., "Particle in cell simulation of peaking switch for breakdown evaluation“, Discharges andElectrical Insulation in Vacuum (ISDEIV), 20 4 International Symposium on , vol., no., pp.297,300,Sept. 28 20 4-Oct. 3 20 4.>>Rachit Mehra, Venkatesh hinde, Navdeep Singh, Faruk Kazi "Feedback linearization of Single Inputand Multi-Input ontrol System“, 9th World ongress of the International Federation of Automaticontrol (IFA 20 4), ape Town, South Africa.

>>Rachit Mehra, Sumeet Satpute, Faruk Kazi, and N.M.Singh "Geometric-PB based ontrol of 4 DOFUnderactuated Overhead rane System“, 2 th International Symposium on Mathematical Theory of

Networks and Systems (MTNS 20 4), Netherland.>>Mulla, A.Y.; Baviskar, J.J.; Kazi, F.S.; Wagh, S.R., "Implementation of ZigBee/802. 5.4 in Smart Gridcommunication and analysis of power consumption: A case study“, India onference (INDI ON), 20 4Annual IEEE , vol., no., pp. ,7, - 3 Dec. 20 4.

2013>>V. Rampurkar, F. Kazi, H. Mangalvedekar, P. Pentayya, . Kumar, "PMU based identification of lowfrequency oscillations - A case study“, in Innovative Smart Grid Technologies-Asia (ISGT Asia) 20 3,pp- to 5.>>A Kulkarni, F Kazi, N Singh, "Multiagent synchronization under delay in position and velocity withapplication to formation control", in Advances in omputing, ommunications and Informatics (I A I)20 3, pp- 98 to 986.>>I Wasnik, R Sawlekar, F Kazi, N Singh ; "Dual quaternion applications to bioinformatics forkinematical analysis of Protein Backbone", in Advances in omputing, ommunications and Informatics(I A I), 20 3 International conference 20 3, pp-2043 to 2048.


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>>JK Philip, F Kazi, H Mangalvedekar; "Mathematical Modeling of Steam-Water-Vapor-Space withMfact-Vfact Approach Using ombined Steam Properties“, in Modelling Symposium (AMS), 20 3 7thAsia 20 3, pp-252 to 257.>>M Mejari, A Gupta, NM Singh, F Kazi; "Trajectory Tracking of Quadrotor with Bounded Thrust usingModel Predictive ontrol", in Proceedings of onference on Advances In Robotics 20 3, pp- to 6.>>A.S. Deshpande, A. Saxena, S.B. Umbarkar, H.A. Mangalvedekar, F.S. Kazi, N.M. Singh, A.N.heeran; "Electrodynamic analysis and characterisation of void discharge using particle in cell code“,

in Pulsed Power onference (PP ) 20 3 9th IEEE, pp- to 6.>>R Mehra, V Patel, F Kazi, NM Singh,SR Wagh; "Modes preserving wavelet based multi-scale P A algorithm for compression of smart griddata", in Advances in omputing, ommunications and Informatics (I A I), 20 3, pp-8 7 to 82 .

Publicati ns (Submi ed)>>Waghmare S., Kazi F., and Singh N., “Data Driven Approach to Attack Detection In a SubstationAutomation System of a Smart Grid“, IEEE Trans. on Smart Grid, 20 5.>>Waghmare S., Kazi F. ,Singh N. and Pasumarthy R., "A data analytics based intrusion detectionsystem for smart grid cyber security“, IEEE Trans. on Industrial Informatics 20 5.>>Pushpak Jagtap, A. Deshpande, N. M. Singh, Faruk Kazi, Arun D. Mahindrakar, " omplex Laplacianbased ascade Formulation for Formation ontrol of Large Multiagent Network with ontrol Input onstraints”, IEEE transaction on Industrial Electronics.>>V. Rampurkar, H.A.Mangalvedekar, F.S.Kazi, P.Pentayya, “Prony Based Soft omputing Tools forFault Location in Smart Grid”, International Journal for Electrical Power & Energy Systems.>>V. Rampurkar, H.A.Mangalvedekar, F.S.Kazi, P.Pentayya, “Synchrophasor based Fault Diagnosis ofIndian Power Grid Blackout and ascade Failure: A Signal Processing Viewpoint”, InternationalJournal for Electrical Power & Energy Systems.>>Vaishali Rampurkar, P.Pentayya H.A.Mangalvedekar,F.S. Kazi, “Analysis of Indian Grid Blackout”,IEEE Transactions on Power Delivery.>>Vaishali Rampurkar, P.Pentayya H.A.Mangalvedekar,F.S. Kazi ,”Bifurcation study for Indian powergrid”, Special Issue on :Theory of omplex Systems with Applications to Smart Grid Operations.

>>Yogesh Ankurkar, Navdeep M. Singh, Faruk Kazi, "Securing Smart Grid by Identifying & ProtectingSensitive Links via Anomaly Detection", IEEE Trans. on Smart Grid, 20 5.>>P Dey, M Parimi, S R Wagh, and N M Singh, “Real-time Model Formation for the Prediction ofascade Propagation using Branching Process”, Special Issue on IEEE Transaction on Power

delivery.


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>>M Parimi, P Dey, S Kulkarni, B Gupta, S R Wagh, and N M Singh, “Estimation of State variableTriggering cascade in Real-time : A Preventive Approach” , IEEE Transaction on Power delivery.

>>Priyanka Dey, Rachit Mehra, Faruk Kazi, Sushama Wagh, and N M Singh, “Impact of Topology onthe Propagation of ascade Failure in Power Grid”, Special Issue on IEEE Transaction on Smart Grid.>>M Parimi, S Kulkarni, S R Wagh “Real-time ontrol oordination of FA TS Devices for TransientStability Enhancement using PMU”, in Special issue on IEEE Transactions on Smart Grid.>>S Kulkarni, M Parimi , S R Wagh “Real-time ontroller oordination of FA TS Devices for TransienStability Enhancement”, in Special issue on IEEE Transactions on Smart Grid.>>R. Meshram, V. Pagrut, B. Gupta, S. R. Wagh, N. M. Singh,” Synchronous Generator Internal StateVariable Estimation using External Measurements for Smart Grid Operation”, IEEE Transaction onSmart Grid 20 5.

>>S. Kotpalliwar, S. Satpute, R. Meshram, N. Pande, S. Wagh, “Stability of Inverter Based Microgridwith Input Delay: Lur'e System and LMI Approach”, IEEE Transaction on Smart Grid 20 5.>>B.Gupta, Kazi F.,S.R. Wagh, Singh N “DSP-FPGA Based ontrol of Inverters for Micro Grid &Industrial Drives”, IEEE Transaction on Smart Grid 20 5.>>S.N. Meshram, R.V.Meshram, S.S. Kotpalliwar "Harmonic balance method for prediction of chaos inD -D buck converter", IEEE Transactions on Power Delivery, Special Issue on Frontiers of PowerSystem Protection20 5.>>Pushpak Jagtap, A. Deshpande, N. M. Singh, Faruk Kazi," omplex Laplacian based Algorithm forOutput Synchronization of Multi-agent Systems using Internal Model Principle," submitted to IEEEMulti- onference on Systems and ontrol (MS -20 5), Sydney, Australia>>Sneha Mane, Pushpak Jagtap, Faruk Kazi, N. M. Singh, "Model Predictive ontrol of omplexSwitched Mode F -U Hybrid Structure," submitted to Indian ontrol onference 20 6.


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Members f E- NDS

enter of Excellence ( oE) in " omplex and Nonlinear Dynamical Systems ( NDS)" group has 0core faculty members and about 5 Research Fellows having diverse research backgrounds workingtogether to contribute effeciently towards the researching society. The average doctoral strength isaround 0- 5 scholars working full time/part time towards their PhD in the relevant areas of oE NDS. The group has a keen focus in the research domains ranging from power grid to smart gridmodeled as cyber-physical system ( PS), nonlinear dynamics & transient stability of electricalpulse power & plasma systems, hybrid energy management systems for clean renewable energy &nonlinear vibration analysis.

Faculty

. Fa uk A. S. Kazi I & Coordinator, CoE-CNDS) ,Professor, Department of ElectronicsEngineering,VJTI.

. N. M. Singh I & Coordinator, CoE-CNDS) ,Professor, Department of ElectronicsEngineering,VJTI.

. R. N. Awale TEQI II Co-ordinator) ,Professor & HOD ofElectrical,Electronics, Electronics &Telecommunication,VJTI.

. H. A. MangalvedhekaProfessor, Department of ElectricalEngineering


http://www.vjti.ac.in/images/coe-cnds/project/resume/ham_sir.pdfhttp://www.vjti.ac.in/images/coe-cnds/project/resume/awale_sir.pdfhttp://www.vjti.ac.in/images/coe-cnds/project/resume/singh_sir.pdfhttp://www.vjti.ac.in/images/coe-cnds/project/resume/kazi_sir.pdf

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hD Scholars

Research Engineers

Sneha Mane Aniket Deshpande rashant Bhopale

Madhavi aremi Sangram atil

Sushant W. BahadureSenior Research Fellow(SRF)

Ruta Ashok KambliSenior Research Fellow

(SRF)

Yogesh Kailas AnkurkarSenior Research Fellow

(SRF)

ushpak JagtapSenior Research Fellow

(SRF)

ranoti Naresh RautJunior Research Fellow

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10aug 2015 VJTI