Power converters and AC electrical drives with linear neural networks /
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 s...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton :
CRC Press,
©2012.
©2012 |
| Series: | Energy, power electronics, and machines series.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book Connect to the full text of this electronic book |
| Summary: | 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. |
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| Physical Description: | 1 online resource : illustrations. |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781439818152 1439818150 9781315218052 1315218054 9781351825252 1351825259 9781351833943 1351833944 |