| Description |
1 online resource : illustrations. |
| Series |
Energy, power electronics, and machines |
|
Energy, power electronics, and machines series.
|
| Bibliography |
Includes bibliographical references. |
| Contents |
Front Cover; Contents; Foreword; Preface; Acknowledgments; Authors; Chapter 1 -- Review of Basic Concepts: Space-Vector Analysis; Chapter 2 -- Pulsewidth Modulation of Voltage Source Inverters; Chapter 3 -- Power Quality; Chapter 4 -- Dynamic and Steady-State Models of the Induction Machine; Chapter 5 -- Control Techniques of Induction Machine Drives; Chapter 6 -- Sensorless Control of Induction Machine Drives; Chapter 8 -- Neural-Based Orthogonal Regression; Chapter 9 -- Least-Squares and Neural Identification of Electrical Machines; Chapter 11 -- Neural Sensorless Control of AC Drives; Back Cover. |
| 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. |
| Subject |
Electric motors, Alternating current -- Automatic control.
|
|
Adaptive control systems.
|
|
Electric current converters.
|
|
Neural networks (Computer science)
|
|
Moteurs à courant alternatif -- Commande automatique. |
|
Systèmes adaptatifs. |
|
Réseaux neuronaux (Informatique) |
|
Adaptive control systems |
|
Electric current converters |
|
Electric motors, Alternating current -- Automatic control |
|
Neural networks (Computer science) |
| Added Author |
Pucci, Marcello.
|
|
Vitale, Gianpaolo.
|
| Other Form: |
Print version: Cirrincione, Maurizio, 1961- Power converters and AC electrical drives with linear neutral networks. Boca Raton : CRC Press, ©2012 9781439818145 (DLC) 2012005271 (OCoLC)773430054 |
| ISBN |
9781439818152 (electronic bk.) |
|
1439818150 (electronic bk.) |
|
9781315218052 |
|
1315218054 |
|
9781351825252 |
|
1351825259 |
|
(hardcover ; alk. paper) |
|
(hardcover ; alk. paper) |
|
9781351833943 (e-book) |
|
1351833944 |
|
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