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Applied Intelligent Control of Induction Motor Drives

2011-01-19 Science
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Release : 2011-01-19
Genre : Science
Kind : eBook
Book Rating : 285/5 ( reviews)

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Book Synopsis Applied Intelligent Control of Induction Motor Drives by : Tze Fun Chan

Download or read book Applied Intelligent Control of Induction Motor Drives written by Tze Fun Chan. This book was released on 2011-01-19. Available in PDF, EPUB and Kindle. Book excerpt: Induction motors are the most important workhorses in industry. They are mostly used as constant-speed drives when fed from a voltage source of fixed frequency. Advent of advanced power electronic converters and powerful digital signal processors, however, has made possible the development of high performance, adjustable speed AC motor drives. This book aims to explore new areas of induction motor control based on artificial intelligence (AI) techniques in order to make the controller less sensitive to parameter changes. Selected AI techniques are applied for different induction motor control strategies. The book presents a practical computer simulation model of the induction motor that could be used for studying various induction motor drive operations. The control strategies explored include expert-system-based acceleration control, hybrid-fuzzy/PI two-stage control, neural-network-based direct self control, and genetic algorithm based extended Kalman filter for rotor speed estimation. There are also chapters on neural-network-based parameter estimation, genetic-algorithm-based optimized random PWM strategy, and experimental investigations. A chapter is provided as a primer for readers to get started with simulation studies on various AI techniques. Presents major artificial intelligence techniques to induction motor drives Uses a practical simulation approach to get interested readers started on drive development Authored by experienced scientists with over 20 years of experience in the field Provides numerous examples and the latest research results Simulation programs available from the book's Companion Website This book will be invaluable to graduate students and research engineers who specialize in electric motor drives, electric vehicles, and electric ship propulsion. Graduate students in intelligent control, applied electric motion, and energy, as well as engineers in industrial electronics, automation, and electrical transportation, will also find this book helpful. Simulation materials available for download at www.wiley.com/go/chanmotor

Encyclopaedia of Applied Intelligent Control of Induction Motor Drives

2018-04
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Release : 2018-04
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Kind : eBook
Book Rating : 651/5 ( reviews)

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Book Synopsis Encyclopaedia of Applied Intelligent Control of Induction Motor Drives by : Vasilios Zarikas

Download or read book Encyclopaedia of Applied Intelligent Control of Induction Motor Drives written by Vasilios Zarikas. This book was released on 2018-04. Available in PDF, EPUB and Kindle. Book excerpt:

Control of Induction Motors

2001 Science
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Author :
Release : 2001
Genre : Science
Kind : eBook
Book Rating : 108/5 ( reviews)

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Book Synopsis Control of Induction Motors by : Andrzej Trzynadlowski

Download or read book Control of Induction Motors written by Andrzej Trzynadlowski. This book was released on 2001. Available in PDF, EPUB and Kindle. Book excerpt: This is a reference source for practising engineers specializing in electric power engineering and industrial electronics. It begins with the basic dynamic models of induction motors and progresses to low- and high-performance drive systems.

Fuzzy Logic Based Speed Control of Three-Phase Induction Motor Drive

2017-06-19
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Release : 2017-06-19
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Kind : eBook
Book Rating : 574/5 ( reviews)

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Book Synopsis Fuzzy Logic Based Speed Control of Three-Phase Induction Motor Drive by : Obinna Anyim

Download or read book Fuzzy Logic Based Speed Control of Three-Phase Induction Motor Drive written by Obinna Anyim. This book was released on 2017-06-19. Available in PDF, EPUB and Kindle. Book excerpt: Conventional controllers like the proportional integral differential (PID) would have being very effective not just for speed control alone, if not for some complexities with individually controlling its respective controllers and summing up their individual contributions to effectively yield controlled signal output. Also, for its insensitivity to changes made to model parameters which may be as a result of misrepresentation of some control variables. As a result of this, developing an intelligent based fuzzy logic controller (FLC) became eminent, and on this basis, this book is written. By varying the motor speed with input reference speed, an error signal and a feedback loop is generated. The FLC then operates on the principles of mapping with corrective measure of the error signal generated and it is regulated by sets of IF-THEN rules integrating the Mamdani fuzzy inference approach. The rules projected and formed are used to overcome the drawbacks of conventional controllers. Since induction motors are widely used in many industries today, most especially squirrel caged, an intelligent approach to the control of these motors will save cost, increase reliability and efficiency

Intelligent Control of Induction Motors

2019
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Release : 2019
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Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Intelligent Control of Induction Motors by : Fuzi Lftisi

Download or read book Intelligent Control of Induction Motors written by Fuzi Lftisi. This book was released on 2019. Available in PDF, EPUB and Kindle. Book excerpt: This thesis presents the development and implementation of an integral field oriented intelligent control for an induction motor (IM) drive using Fuzzy Logic Controller (FLC), and an Artificial Neural Network (ANN), employing a finite element controller and making use of a Proportional Integral (PI) adaptive controller as well. An analytical model of an induction motor drive has been developed. In order to prove the superiority of the proposed controller, the performance of this controller is compared with conventional PI-based IM drives. The performance of the proposed IM drive is investigated extensively at different operating conditions in simulation. The proposed adaptive PI-based speed controller's performance is found to be robust and it is a potential candidate for high performance industrial drive applications. The novel work focuses on using a Finite Element Controller map (FECM) to manipulate adaptive controllers for motor control drives. A digital signal processing (DSP) board DS1104 and laboratory induction motor were used to implement the complete vector control scheme. The test results have been compared with simulated results at different dynamic operating conditions. The effectiveness of this control scheme has been evaluated, and it has been found to be more efficient than the conventional PI controller.

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