By Tze Fun Chan,Keli Shi
This booklet goals to discover new components of induction motor regulate in line with synthetic intelligence (AI) thoughts in an effort to make the controller much less delicate to parameter alterations. chosen AI innovations are utilized for various induction motor keep an eye on innovations. The booklet offers a pragmatic computing device simulation version of the induction motor that may be used for learning quite a few induction motor force operations. The regulate options explored contain expert-system-based acceleration keep watch over, hybrid-fuzzy/PI two-stage keep watch over, 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 method, and experimental investigations. A bankruptcy is supplied as a primer for readers to start with simulation stories on numerous AI techniques.
- Presents significant synthetic intelligence thoughts to induction motor drives
- Uses a pragmatic simulation method of get readers all started on force development
- Authored by way of skilled scientists with over twenty years of expertise within the field
- Provides a variety of examples and the newest learn results
- Simulation courses to be had from the book's better half Website
This e-book can be priceless to graduate scholars and study engineers who specialise in electrical motor drives, electrical cars, and electrical send propulsion. Graduate scholars in clever regulate, utilized electrical movement, and effort, in addition to engineers in business electronics, automation, and electric transportation, also will locate this ebook helpful.
Simulation fabrics to be had for obtain at www.wiley.com/go/chanmotor
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Extra info for Applied Intelligent Control of Induction Motor Drives (Wiley - IEEE)
Applied Intelligent Control of Induction Motor Drives (Wiley - IEEE) by Tze Fun Chan,Keli Shi