Design of iterative learning control via alternating direction method of multipliers for building temperature control system

Tuynh Van Pham, Dinh Hoa Nguyen, David Banjerdpongchai

    研究成果: Chapter in Book/Report/Conference proceedingConference contribution

    2 被引用数 (Scopus)

    抄録

    This paper proposes a design of Iterative Learning Control (ILC) based on Alternating Direction Method of Multipliers (ADMM) with application to building temperature control system (BTCS). BTCS is modeled by linear multi-agent system subjected to undirected communication topology. The main advantage of the proposed scheme is that it gives good performance despite existing the interconnection among rooms. In this paper, the ILC design is formulated as computing control input updating. Moreover, we apply ILC to a four-connected room model. It aims that the temperature of each room in building is controlled by a central controller. Finally, numerical results illustrate the effectiveness of ILC.

    本文言語英語
    ホスト出版物のタイトルECTI-CON 2017 - 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology
    出版社Institute of Electrical and Electronics Engineers Inc.
    ページ814-817
    ページ数4
    ISBN(電子版)9781538604496
    DOI
    出版ステータス出版済み - 11 3 2017
    イベント14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2017 - Phuket, タイ
    継続期間: 6 27 20176 30 2017

    出版物シリーズ

    名前ECTI-CON 2017 - 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology

    その他

    その他14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2017
    国/地域タイ
    CityPhuket
    Period6/27/176/30/17

    All Science Journal Classification (ASJC) codes

    • 行動神経科学
    • 器械工学
    • 電子工学および電気工学
    • 人間とコンピュータの相互作用
    • 情報システム
    • コンピュータ ネットワークおよび通信
    • コンピュータ サイエンスの応用
    • ハードウェアとアーキテクチャ

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