By Tze Fun Chan,Keli Shi
This publication goals to discover new parts of induction motor keep watch over in line with man made intelligence (AI) concepts for you to make the controller much less delicate to parameter alterations. chosen AI concepts are utilized for various induction motor regulate suggestions. The ebook offers a pragmatic machine simulation version of the induction motor that may be used for learning quite a few induction motor force operations. The keep watch over techniques 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 filter out for rotor velocity estimation. There also are chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM approach, and experimental investigations. A bankruptcy is equipped as a primer for readers to start with simulation experiences on a number of AI techniques.
- Presents significant man made intelligence strategies 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 variety of examples and the most recent learn results
- Simulation courses on hand from the book's spouse Website
This booklet should be important to graduate scholars and study 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 publication helpful.
Simulation fabrics to be had for obtain at www.wiley.com/go/chanmotor
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Applied Intelligent Control of Induction Motor Drives (Wiley - IEEE) by Tze Fun Chan,Keli Shi