Naslov
Artificial Neural Network Applications in Control of Induction Machines

Autori
Vukadinović, Dinko ; Bašić, Mateo

Vrsta, podvrsta i kategorija knjige
Autorske knjige, monografija, znanstvena

Izdavač
Nova Science Publishers

Grad
New York (NY)

Godina
2011

Stranica
63

ISBN
978-1-61209-976-7

Ključne riječi
Induction machine; Artificial Neural Networks; Control; Power electronics

Sažetak
Induction motors have been used as the workhorse in industry for a long time due to their being easy to build, highly robust, and having generally satisfactory efficiency. In addition, induction generators play an important role in renewable energy systems such as energy systems with variable-speed wind turbines. The induction machine is a nonlinear multivariable dynamic system with parameters that vary with temperature, frequency, saturation and operating point. Considering that neural networks are capable of handling time varying nonlinearities due to their own nonlinear nature, they are suitable for application in induction machine systems. In this book, the use of artificial neural networks for identification and control of induction machine systems is presented. This book presents a brief review of publications in this field according to the experience and estimates of the authors.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

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