Power Converters and AC Electrical Drives with Linear Neural Networks

Nonfiction, Science & Nature, Technology, Electricity, Electronics
Cover of the book Power Converters and AC Electrical Drives with Linear Neural Networks by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale ISBN: 9781351833943
Publisher: CRC Press Publication: December 19, 2017
Imprint: CRC Press Language: English
Author: Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
ISBN: 9781351833943
Publisher: CRC Press
Publication: December 19, 2017
Imprint: CRC Press
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from CRC Press

Cover of the book Beyond Aviation Human Factors by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Fundamentals of Industrial Electronics by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Earth Building by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Structural Optimization by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Facilities Management Handbook by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Salt and Sediment Dynamics by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Case Studies in Post Construction Liability and Insurance by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Sedimentation Velocity Analytical Ultracentrifugation by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Computational Context by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Vitamins In Human Biology and Medicine (1981) by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book The Primary FRCA Structured Oral Exam Guide 2 by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Visualization Analysis and Design by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Laser Spectroscopy and its Applications by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Building Services Engineering Spreadsheets by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
Cover of the book Nanotechnology for Telecommunications by Maurizio Cirrincione, Marcello Pucci, Gianpaolo Vitale
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy