October 2010
Intermediate to advanced
1362 pages
64h 34m
English
Content preview from POWER ELECTRONICS HANDBOOK, 3rd Edition
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38
Artificial Neural Network Applications in Power Electronics and Electrical Drives
School of Electrical Engineering and Telecommunications, The University of New South Wales, Sydney, New South Wales 2052, Australia
38.1 Introduction
38.2 Conventional and Neural Function Approximators
38.2.1 Conventional Approximator
38.2.2 Neural Function Approximator
38.3 ANN-based Estimation in Induction Motor Drives
38.3.1 Speed Estimation
38.3.2 Flux and Torque Estimation
38.4 ANN-based Controls in Motor Drives
38.4.1 Induction Motor Current Control
38.4.2 Induction Motor Control
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