Power Converters and AC Electrical Drives with Linear Neural Networks

Language: English

Published by CRC Press Mai 2012, 2012

1439818142 / 9781439818145

Series: Book 3 of 3 - Energy, Power Electronics, and Machines

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - The first book of its kind, Power Converters and AC Electrical Drives with Linear Neural Networks systematically explores the application of neural networks in the field of power electronics, with particular emphasis on the sensorless control of AC drives. It presents the classical theory based on space-vectors in identification, discusses control of electrical drives and power converters, and examines improvements that can be attained when using linear neural networks.The book integrates power electronics and electrical drives with artificial neural networks (ANN). Organized into four parts, it first deals with voltage source inverters and their control. It then covers AC electrical drive control, focusing on induction and permanent magnet synchronous motor drives. The third part examines theoretical aspects of linear neural networks, particularly the neural EXIN family. The fourth part highlights original applications in electrical drives and power quality, ranging from neural-based parameter estimation and sensorless control to distributed generation systems from renewable sources and active power filters. Simulation and experimental results are provided to validate the theories.Written by experts in the field, this state-of-the-art book requires basic knowledge of electrical machines and power electronics, as well as some familiarity with control systems, signal processing, linear algebra, and numerical analysis. Offering multiple paths through the material, the text is suitable for undergraduate and postgraduate students, theoreticians, practicing engineers, and researchers involved in applications of ANNs.

Seller Inventory # 9781439818145

Title
Power Converters and AC Electrical Drives with Linear Neural Networks
Author
Gianpaolo Vitale
Publisher
CRC Press Mai 2012
Publication year
2012
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1439818142
ISBN 13
9781439818145
Item weight
1,338 grams
Dimensions
254x183x36 mm
Series
Book 3 of 3: Energy, Power Electronics, and Machines

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item7 to 10 business days5 to 7 business days
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