By Tze Fun Chan,Keli Shi
This publication goals to discover new components of induction motor keep an eye on in response to synthetic intelligence (AI) ideas so one can make the controller much less delicate to parameter alterations. chosen AI options are utilized for various induction motor keep watch over innovations. The publication offers a realistic desktop simulation version of the induction motor which may be used for learning quite a few induction motor force operations. The keep an eye on suggestions explored contain expert-system-based acceleration regulate, hybrid-fuzzy/PI two-stage regulate, neural-network-based direct self keep an eye on, and genetic set of rules dependent prolonged Kalman filter out for rotor velocity estimation. There also are chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM process, and experimental investigations. A bankruptcy is supplied as a primer for readers to start with simulation reports on quite a few AI techniques.
- Presents significant man made intelligence recommendations to induction motor drives
- Uses a pragmatic simulation method of get readers all started on force development
- Authored via skilled scientists with over two decades of expertise within the field
- Provides a number of examples and the most recent study results
- Simulation courses on hand from the book's spouse Website
This ebook may be valuable to graduate scholars and learn 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 publication helpful.
Simulation fabrics on hand for obtain at www.wiley.com/go/chanmotor
Read or Download Applied Intelligent Control of Induction Motor Drives (Wiley - IEEE) PDF
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