05213cam a2200661Ii 4500 ocn701308664 OCoLC 20171119102642.0 m o d cr cn||||||||| 110210t20112011njua ob 001 0 eng d 9780470825587 (electronic bk.) 0470825588 (electronic bk.) 9780470825570 (ePDF) 047082557X (ePDF) 9780470828281 (ePub) 0470828285 (ePub) 0470825561 9780470825563 9780470825563 AU@ 000047226077 AU@ 000051460589 DEBBG BV041911214 NZ1 14837998 NZ1 15915091 DEBBG BV043392729 (OCoLC)701308664 (OCoLC)758543263 (OCoLC)808348197 10.1002/9780470825587 Wiley InterScience http://www3.interscience.wiley.com DG1 eng rda pn DG1 YDXCP HS0 OCLCQ OCLCO OCLCQ IDEBK AFU OCLCF OCLCA FTU OCLCQ FTU DEBBG E7B N$T COO OCLCQ MAIN TJ217.5 .C43 2011 TEC 009070 bisacsh 621.46 22 Chan, Tze Fun, author aut Applied intelligent control of induction motor drives / Tze-Fun Chan, Keli Shi. [electronic resource] First edition. [Piscataway, NJ] : IEEE Press ; Singapore : John Wiley & Sons (Asia) Pte Ltd, 2011. ©2011 1 online resource (xxv, 421 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Introduction -- 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. "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. Print version record and online resource; title from PDF title page (IEEE Xplore, viewed March 2014). Intelligent control systems. Electric motors, Induction. TECHNOLOGY & ENGINEERING Mechanical. bisacsh Electric motors, Induction. fast (OCoLC)fst00905303 Intelligent control systems. fast (OCoLC)fst00975911 Electronic books. Shi, Keli, author aut Print version: Chan, Tze Fun. Applied intelligent control of induction motor drives. Hoboken, N.J. : Wiley, ©2011 9780470825563 (DLC) 2010035690 (OCoLC)664114861 Print version: Chan, Tze Fun. Applied intelligent control of induction motor drives. Singapore ; [Hoboken, N.J.] : IEEE Press/Wiley, 2011 9780470825563 (DLC) 2010035690 (OCoLC)747798982 http://onlinelibrary.wiley.com/book/10.1002/9780470825587 Wiley Online Library ddc BK 204892 204892