By Tze Fun Chan,Keli Shi
This ebook goals to discover new components of induction motor keep watch over in keeping with man made intelligence (AI) suggestions for you to make the controller much less delicate to parameter alterations. chosen AI thoughts are utilized for various induction motor keep watch over options. The e-book offers a realistic computing device simulation version of the induction motor which may be used for learning a number of induction motor force operations. The regulate innovations explored contain expert-system-based acceleration keep watch over, hybrid-fuzzy/PI two-stage regulate, neural-network-based direct self keep an eye on, 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 stories on quite a few AI techniques.
- Presents significant synthetic intelligence thoughts to induction motor drives
- Uses a realistic simulation method of get readers began on force development
- Authored via skilled scientists with over two decades of expertise within the field
- Provides various examples and the most recent examine results
- Simulation courses to be had from the book's better half Website
This publication can be necessary to graduate scholars and learn engineers who focus on electrical motor drives, electrical automobiles, and electrical send propulsion. Graduate scholars in clever keep watch over, utilized electrical movement, and effort, in addition to engineers in commercial electronics, automation, and electric transportation, also will locate this booklet 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