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Power converters and AC electrical drives with linear neutral networks / Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale.
- Format:
- Book
- Author/Creator:
- Cirrincione, Maurizio, 1961-
- Series:
- Energy, Power Electronics, and Machines
- Energy, power electronics, and machines
- Language:
- English
- Subjects (All):
- Electric motors, Alternating current--Automatic control.
- Electric motors, Alternating current.
- Adaptive control systems.
- Electric current converters.
- Neural networks (Computer science).
- Physical Description:
- 1 online resource (631 p.)
- Edition:
- 1st edition
- Place of Publication:
- Boca Raton : CRC Press, c2012.
- Language Note:
- English
- System Details:
- text file
- 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
- 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 7 - Permanent Magnet Synchronous Motor Drives; Chapter 8 - Neural-Based Orthogonal Regression; Chapter 9 - Least-Squares and Neural Identification of Electrical Machines
- Chapter 10 - Neural-Enhanced Single-Phase DG Systems with APF CapabilityChapter 11 - Neural Sensorless Control of AC Drives; Back Cover
- Notes:
- Description based upon print version of record.
- Includes bibliographical references and index.
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 9781315218052
- 1315218054
- 9781439818152
- 1439818150
- OCLC:
- 793740841
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