"The Application of Neural Networks in Power Systems and Power Electronics". Abstract Electrical machines, power systems, and power electronic circuits are all nonlinear systems. Neural networks can be used as nonlinear controllers to improve the dynamic performance obtained with classical linear controllers. This seminar will introduce neural networks as one of the family of

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Nov 24, 2013 (3 years and 9 months ago)

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"The Application of Neural Networks in Power Systems and Power Electronics".


Abstract


Electrical machines, power systems, and power electronic circuits are all

nonlinear systems. Neural networks can be used as nonlinear controllers to

improve the dynam
ic performance obtained with classical linear controllers.

This seminar will introduce neural networks as one of the family of

Computational Intelligence Algorithms in a way that a novice to neural

networks could understand the rest of the presentation whi
ch will focus on

the application of neural networks as closed loop controllers in induction

motor variable speed drives, large turbogenarator excitation control, and as

controllers for several FACTS devices, such as STATCOMS, SSSC and UPFC

devices.