Design of a Data-Oriented Evolutionary Controller

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2017/07/01

タイトル(英語): Design of a Data-Oriented Evolutionary Controller

著者名: Qiuhao Fu (Graduate School of Engineering, Hiroshima University), Kazushige Koiwai (Institute of Engineering, Hiroshima University), Toru Yamamoto (Institute of Engineering, Hiroshima University)

著者名(英語): Qiuhao Fu (Graduate School of Engineering, Hiroshima University), Kazushige Koiwai (Institute of Engineering, Hiroshima University), Toru Yamamoto (Institute of Engineering, Hiroshima University)

キーワード: Evolutionary controller，Genetic algorithm，Closed-loop data

要約(英語): Recently, the data-oriented control method that directly designs the control parameters from the closed-loop data has been attracting attention. However, the structure of the controller should be determined previously in order to design a controller. Therefore, it is difficult to get the desired control performances for some complicated systems. In this paper, a new controller design method that designs both the controller structure and the control parameters simultaneously is proposed. The controller structure is determined by a genetic algorithm, and the control parameters are computed by using the least squares method. Furthermore, an experimental example is examined in order to verify the effectiveness of the proposed control scheme.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.137 No.7 （2017） 特集：平成28年電子・情報・システム部門大会

本誌掲載ページ: 914-915 p

原稿種別: 研究開発レター／英語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/137/7/137_914/_article/-char/ja/