An Adaptive Static Var Compensator Using Genetic Algorithm and Radial Basis Function Network for Improving Power System Stability

カテゴリ: 全国大会

論文No: 6-165

グループ名: 【全国大会】平成13年電気学会全国大会論文集

発行日: 2001/03/21

タイトル(英語): An Adaptive Static Var Compensator Using Genetic Algorithm and Radial Basis Function Network for Improving Power System Stability

著者名: KOMSAN HONGESOMBUT(大阪大学),三谷 康範(大阪大学),辻 毅一郎(大阪大学)

著者名(英語): KOMSAN HONGESOMBUT(Osaka University),MITANI YASUNORI(Osaka University),KIICHIRO TSUJI(Osaka University)

要約(日本語): This paper presents an approach to enhance power system damping with long distant bulk power transmission by a static Var compensator (SVC) using a radial basis function (RBF) network. In the designing process, first Genetic Algorithm (GA) has been applied for designing an optimal PID controller for SVC by selecting a necessary control type and optimizing those of control parameters under various operating conditions. Secondly, an RBF network is trained by using these data. The effectiveness of this control method is verified by simulation results compared with those from an optimal PID controller using genetic algorithm (GA) without an RBF network.

原稿種別: 日本語

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