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A New Reinforcement Learning based Automatic Generation Controller for Hydro-Thermal Power Systems

Ahamed, Imthias TP and Sastry, PS and Rao, Nagendra PS (2003) A New Reinforcement Learning based Automatic Generation Controller for Hydro-Thermal Power Systems. In: Conference on Convergent Technologies for Asia-Pacific Region TENCON 2003, 15-17 October, Bangalore,India, Vol.1, 63 -66.

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Abstract

Recently, we have proposed [1] a Reinforcement Learning (RL) based approach for designing an Automatic Generation Controller for a two area power system, where we have demonstrated the efficacy of the approach on an identical, simple, two area model. The aim of this paper is to demonstrate an alternative RL-AGC design which is simpler. Its effectiveness is demonstrated by considering a hydro-thermal system whose dynamics are more complicated than the system considered in [1].

Item Type: Conference Paper
Additional Information: ©1990 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 04 Jan 2006
Last Modified: 19 Sep 2010 04:22
URI: http://eprints.iisc.ernet.in/id/eprint/4801

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