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008 110210t20112011njua ob 001 0 eng d
020 _a9780470825587
_q(electronic bk.)
020 _a0470825588
_q(electronic bk.)
020 _a9780470825570
_q(ePDF)
020 _a047082557X
_q(ePDF)
020 _a9780470828281
_q(ePub)
020 _a0470828285
_q(ePub)
020 _a0470825561
020 _a9780470825563
020 _z9780470825563
029 1 _aAU@
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029 1 _aNZ1
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035 _a(OCoLC)701308664
_z(OCoLC)758543263
_z(OCoLC)808348197
037 _a10.1002/9780470825587
_bWiley InterScience
_nhttp://www3.interscience.wiley.com
040 _aDG1
_beng
_erda
_epn
_cDG1
_dYDXCP
_dHS0
_dOCLCQ
_dOCLCO
_dOCLCQ
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049 _aMAIN
050 4 _aTJ217.5
_b.C43 2011
072 7 _aTEC
_x009070
_2bisacsh
082 0 4 _a621.46
_222
100 1 _aChan, Tze Fun,
_eauthor
_4aut
245 1 0 _aApplied intelligent control of induction motor drives /
_cTze-Fun Chan, Keli Shi.
_h[electronic resource]
250 _aFirst edition.
264 1 _a[Piscataway, NJ] :
_bIEEE Press ;
_aSingapore :
_bJohn Wiley & Sons (Asia) Pte Ltd,
_c2011.
264 4 _c©2011
300 _a1 online resource (xxv, 421 pages) :
_billustrations
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 _aIntroduction -- Philosophy of Induction Motor Control -- Modeling and Simulation of Induction Motor -- Fundamentals of Intelligent Control Simulation -- Expert-System-Based Acceleration Control -- Hybrid Fuzzy/PI Two-Stage Control -- Neural-Network-based Direct Self Control -- Parameter Estimation Using Neural Networks -- GA-Optimized Extended Kalman Filter for Speed Estimation -- Optimized Random PWM Strategies Based On Genetic Algorithms -- Experimental Investigations -- Conclusions and Future Developments -- Appendix A: Equivalent Circuits of an Induction Motor -- Appendix B: Parameters of Induction Motors -- Appendix C: M-File of Discrete-State Induction Motor Model -- Appendix D: Expert-system Acceleration Control Algorithm -- Appendix E: Activation Functions of Neural Network -- Appendix F: M-File of Extended Kalman Filter -- Appendix G: ADMC331-based Experimental System -- Appendix H: Experiment 1: Measuring the Electrical Parameters of Motor 3 -- Appendix I: DSP Source Code for the Main Program of Experiment 2 -- Appendix J: DSP Source Code for the Main Program of Experiment 3 -- Index.
520 _a"Induction motors are the most important workhorses in industry. They are mostly used as constant-speed drives when fed from a voltage source of fixed frequency. Advent of advanced power electronic converters and powerful digital signal processors, however, has made possible the development of high performance, adjustable speed AC motor drives. This book aims to explore new areas of induction motor control based on artificial intelligence (AI) techniques in order to make the controller less sensitive to parameter changes. Selected AI techniques are applied for different induction motor control strategies. The book presents a practical computer simulation model of the induction motor that could be used for studying various induction motor drive operations. The control strategies explored include expert-system-based acceleration control, hybrid-fuzzy/PI two-stage control, neural-network-based direct self control, and genetic algorithm based extended Kalman filter for rotor speed estimation. There are also chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM strategy, and experimental investigations. A chapter is provided as a primer for readers to get started with simulation studies on various AI techniques."--Publisher's description.
588 0 _aPrint version record and online resource; title from PDF title page (IEEE Xplore, viewed March 2014).
650 0 _aIntelligent control systems.
650 0 _aElectric motors, Induction.
650 7 _aTECHNOLOGY & ENGINEERING
_xMechanical.
_2bisacsh
650 7 _aElectric motors, Induction.
_2fast
_0(OCoLC)fst00905303
650 7 _aIntelligent control systems.
_2fast
_0(OCoLC)fst00975911
655 4 _aElectronic books.
700 1 _aShi, Keli,
_eauthor
_4aut
776 0 8 _iPrint version:
_aChan, Tze Fun.
_tApplied intelligent control of induction motor drives.
_dHoboken, N.J. : Wiley, ©2011
_z9780470825563
_w(DLC) 2010035690
_w(OCoLC)664114861
776 0 8 _iPrint version:
_aChan, Tze Fun.
_tApplied intelligent control of induction motor drives.
_dSingapore ; [Hoboken, N.J.] : IEEE Press/Wiley, 2011
_z9780470825563
_w(DLC) 2010035690
_w(OCoLC)747798982
856 4 0 _uhttp://onlinelibrary.wiley.com/book/10.1002/9780470825587
_zWiley Online Library
942 _2ddc
_cBK
999 _c204892
_d204892