By Tze Fun Chan,Keli Shi
This e-book goals to discover new components of induction motor regulate according to synthetic intelligence (AI) recommendations that allows you to make the controller much less delicate to parameter adjustments. chosen AI ideas are utilized for various induction motor keep watch over options. The publication provides a pragmatic machine simulation version of the induction motor which may be used for learning numerous induction motor force operations. The regulate thoughts explored contain expert-system-based acceleration keep an eye on, hybrid-fuzzy/PI two-stage keep watch over, neural-network-based direct self regulate, and genetic set of rules established prolonged Kalman clear 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 suggestions to induction motor drives
- Uses a realistic simulation method of get readers begun on force development
- Authored through skilled scientists with over twenty years of expertise within the field
- Provides quite a few examples and the newest examine results
- Simulation courses on hand from the book's spouse Website
This booklet can be worthwhile to graduate scholars and study engineers who focus on electrical motor drives, electrical autos, 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 on hand 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