By Tze Fun Chan,Keli Shi
This e-book goals to discover new components of induction motor keep watch over according to man made intelligence (AI) ideas so as to make the controller much less delicate to parameter alterations. chosen AI strategies are utilized for various induction motor keep watch over innovations. The e-book offers a realistic machine simulation version of the induction motor that may be used for learning a variety of induction motor force operations. The keep watch over recommendations explored contain expert-system-based acceleration regulate, hybrid-fuzzy/PI two-stage regulate, neural-network-based direct self keep watch over, and genetic set of rules dependent prolonged Kalman clear out for rotor pace estimation. There also are chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM procedure, and experimental investigations. A bankruptcy is equipped as a primer for readers to start with simulation stories on numerous AI techniques.
- Presents significant synthetic intelligence innovations to induction motor drives
- Uses a realistic simulation method of get readers all started on force development
- Authored by means of skilled scientists with over twenty years of expertise within the field
- Provides a number of examples and the newest examine results
- Simulation courses on hand from the book's spouse Website
This booklet can be precious to graduate scholars and learn engineers who focus on electrical motor drives, electrical autos, and electrical send propulsion. Graduate scholars in clever keep an eye on, 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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Additional resources 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