Applied intelligent control of induction motor drives /

• Κύριοι συγγραφείς: Chan, Tze Fun (Συγγραφέας), Shi, Keli (Συγγραφέας)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: [Piscataway, NJ] : Singapore : IEEE Press ; John Wiley & Sons (Asia) Pte Ltd, 2011.
• Έκδοση: First edition.
• Θέματα: Intelligent control systems.; Electric motors, Induction.; TECHNOLOGY & ENGINEERING > Mechanical.; Electronic books.
• Φυσική περιγραφή: 1 online resource (xxv, 421 pages) : illustrations
• Βιβλιογραφία: Includes bibliographical references and index.
• ISBN: 9780470825587; 0470825588; 9780470825570; 047082557X; 9780470828281; 0470828285; 0470825561; 9780470825563
• DOI: 10.1002/9780470825587

"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.