Applied Intelligent Control of Induction Motor Drives (Wiley by Tze Fun Chan,Keli Shi

By Tze Fun Chan,Keli Shi

Induction automobiles are an important workhorses in undefined. they're normally used as constant-speed drives whilst fed from a voltage resource of fastened frequency. creation of complicated energy digital converters and robust electronic sign processors, notwithstanding, has made attainable the advance of excessive functionality, adjustable pace AC motor drives.

This ebook goals to discover new components of induction motor keep an eye on in keeping with man made intelligence (AI) strategies on the way to make the controller much less delicate to parameter adjustments. chosen AI ideas are utilized for various induction motor keep an eye on concepts. The e-book provides a realistic machine simulation version of the induction motor that may be used for learning a number of induction motor force operations. The keep an eye on thoughts explored contain expert-system-based acceleration keep an eye on, hybrid-fuzzy/PI two-stage keep an eye on, neural-network-based direct self keep an eye on, and genetic set of rules dependent prolonged Kalman filter out for rotor pace estimation. There also are chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM technique, and experimental investigations. A bankruptcy is equipped as a primer for readers to start with simulation reviews on a number of AI techniques.

  • Presents significant synthetic intelligence concepts to induction motor drives
  • Uses a pragmatic simulation method of get readers began on force development
  • Authored by means of skilled scientists with over two decades of expertise within the field
  • Provides quite a few examples and the most recent study results
  • Simulation courses on hand from the book's significant other Website

This booklet may be useful to graduate scholars and examine engineers who specialise in electrical motor drives, electrical automobiles, and electrical send propulsion. Graduate scholars in clever keep watch over, utilized electrical movement, and effort, in addition to engineers in business electronics, automation, and electric transportation, also will locate this publication helpful.

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