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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Cirrincione, Maurizio, 1961-
Otros Autores: Pucci, Marcello, Vitale, Gianpaolo
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton : CRC Press, ©2012.
©2012
Colección:Energy, power electronics, and machines series.
Temas:
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)
TECHNOLOGY & ENGINEERING > Mechanical.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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.

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