Download e-book for iPad: Applied Intelligent Control of Induction Motor Drives by Tze?Fun Chan, Keli Shi(auth.)

By Tze?Fun Chan, Keli Shi(auth.)

ISBN-10: 0470825561

ISBN-13: 9780470825563

ISBN-10: 0470825588

ISBN-13: 9780470825587

Induction automobiles are an important workhorses in undefined. they're typically used as constant-speed drives whilst fed from a voltage resource of mounted frequency. creation of complex strength digital converters and strong electronic sign processors, despite the fact that, has made attainable the improvement of excessive functionality, adjustable velocity AC motor drives.

This publication goals to discover new components of induction motor regulate in line with man made intelligence (AI) thoughts which will make the controller much less delicate to parameter alterations. chosen AI recommendations are utilized for various induction motor keep an eye on suggestions. The e-book provides a pragmatic desktop simulation version of the induction motor which may be used for learning a variety of induction motor force operations. The keep watch over techniques explored comprise expert-system-based acceleration regulate, hybrid-fuzzy/PI two-stage regulate, neural-network-based direct self keep watch over, 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 method, and experimental investigations. A bankruptcy is supplied as a primer for readers to start with simulation experiences on a number of AI strategies.

  • Presents significant man made intelligence ideas to induction motor drives
  • Uses a pragmatic simulation method of get readers began on force improvement
  • Authored by way of skilled scientists with over twenty years of expertise within the box
  • Provides a number of examples and the newest learn effects
  • Simulation courses on hand from the book's spouse site

This e-book can be worthwhile to graduate scholars and study engineers who concentrate on electrical motor drives, electrical automobiles, and electrical send propulsion. Graduate scholars in clever keep an eye on, utilized electrical movement, and effort, in addition to engineers in commercial electronics, automation, and electric transportation, also will locate this ebook necessary.

Simulation fabrics on hand for obtain at www.wiley.com/go/chanmotorContent:
Chapter 1 advent (pages 1–7):
Chapter 2 Philosophy of Induction Motor keep an eye on (pages 9–30):
Chapter three Modeling and Simulation of Induction Motor (pages 31–74):
Chapter four basics of clever keep watch over Simulation (pages 75–108):
Chapter five Expert?System?Based Acceleration keep watch over (pages 109–132):
Chapter 6 Hybrid Fuzzy/PI Two?Stage keep an eye on (pages 133–166):
Chapter 7 Neural?Network?based Direct Self regulate (pages 167–197):
Chapter eight Parameter Estimation utilizing Neural Networks (pages 199–241):
Chapter nine GA?Optimized prolonged Kalman clear out for pace Estimation (pages 243–271):
Chapter 10 Optimized Random PWM recommendations in accordance with Genetic Algorithms (pages 273–311):
Chapter eleven Experimental Investigations (pages 313–371):
Chapter 12 Conclusions and destiny advancements (pages 373–379):

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Extra resources for Applied Intelligent Control of Induction Motor Drives

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F. K. L. Ho, “Modeling and simulation of a novel two-stage controller for an induction motor,” International Association of Science and Technology for Development (IASTED) Journal on Power and Energy Systems, 19(3), 257–264, Ó 1999, with the permission from ACTA Press. Applied Intelligent Control of Induction Motor Drives, First Edition. Tze-Fun Chan and Keli Shi. © 2011 John Wiley & Sons (Asia) Pte Ltd. Published 2011 by John Wiley & Sons (Asia) Pte Ltd. ISBN: 978-0-470-82556-3 32 Applied Intelligent Control of Induction Motor Drives Modeling and simulation of the three-phase induction machine is well documented in the literature and digital computer solution can be performed using several methods, such as numeric programming, symbolic programming and the electromagnetic transient program (EMTP) (Domijan and Yin, 1994).

1965) Fuzzy sets. Information and Control, 8, 338–353. 1 Introduction Evaluation of an induction motor control system can be performed in two ways. The first approach (at hardware level) uses a real motor with an inverter and a controller. The controller is usually constructed using electronic devices, such as ICs (integrated circuits), or a DSP (digital signal processor) with the algorithm coded in assembler or ‘C’ language. The advantages of the experimental approach are that it includes the actual noise present, the practical inverter voltage and current waveforms, and sensor characteristics that may not be included in a computer simulation.

K. L. Ho, “Modeling and simulation of a novel two-stage controller for an induction motor,” International Association of Science and Technology for Development (IASTED) Journal on Power and Energy Systems, 19(3), 257–264, Ó 1999, with the permission from ACTA Press. Applied Intelligent Control of Induction Motor Drives, First Edition. Tze-Fun Chan and Keli Shi. © 2011 John Wiley & Sons (Asia) Pte Ltd. Published 2011 by John Wiley & Sons (Asia) Pte Ltd. ISBN: 978-0-470-82556-3 32 Applied Intelligent Control of Induction Motor Drives Modeling and simulation of the three-phase induction machine is well documented in the literature and digital computer solution can be performed using several methods, such as numeric programming, symbolic programming and the electromagnetic transient program (EMTP) (Domijan and Yin, 1994).

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Applied Intelligent Control of Induction Motor Drives by Tze?Fun Chan, Keli Shi(auth.)


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