Applied Intelligent Control of Induction Motor Drives By Tze Fun Chan and Keli Shi Pdf Induction motors are the most essential workhorses in industry.They are largely utilized as constant-speed pushes when fed out of avoltage supply of frequency. Advent of innovative powerelectronic converters and strong digital signal processors,but has made possible the growth of high performance,adjustable speed AC motor drives.
This publication aims to explore new regions of induction engine controlbased on artificial intelligence (AI) methods in order to makethe control less sensitive to parameter changes. Selected AItechniques are employed for different induction engine controlstrategies. The publication presents a practical computer simulation modelof the induction engine which might be used for analyzing variousinduction motor drive surgeries. The management plans exploredinclude expert-system-based acceleration controller, hybrid-fuzzy/PItwo-stage controller, neural-network-based direct self-control, andgenetic algorithm based extended Kalman filter to get rotor speedestimation. Additionally, there are chapters on neural-network-basedparameter estimation, genetic-algorithm-based optimized arbitrary PWMstrategy, and experimental analyses. A chapter is supplied asa primer for viewers to start with simulation research onvarious AI methods.
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