| Description |
1 online resource : illustrations |
| Series |
Energy, power electronics, and machines |
|
Energy, power electronics, and machines series.
|
| 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 |
| Bibliography |
Includes bibliographical references |
| Notes |
Print version record |
| Subject |
Electric motors, Alternating current -- Automatic control
|
|
Adaptive control systems.
|
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Electric current converters.
|
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Neural networks (Computer science)
|
|
TECHNOLOGY & ENGINEERING -- Mechanical.
|
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Adaptive control systems
|
|
Electric current converters
|
|
Electric motors, Alternating current -- Automatic control
|
|
Neural networks (Computer science)
|
| Form |
Electronic book
|
| Author |
Pucci, Marcello.
|
|
Vitale, Gianpaolo.
|
| LC no. |
2012005271 |
| ISBN |
9781439818152 |
|
1439818150 |
|
9781315218052 |
|
1315218054 |
|
9781351825252 |
|
1351825259 |
|
9781351833943 |
|
1351833944 |
|
