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Multi-Input Multi-Output Data-Driven Control with Stability and Robustness -FRIT Approach-

Research Project

Project/Area Number 25420432
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionThe University of Electro-Communications (2015)
Kanazawa University (2013-2014)

Principal Investigator

Kaneko Osamu  電気通信大学, 情報理工学(系)研究科, 教授 (00314394)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsデータ駆動制御 / 制御器チューニング / FRIT / 多入出力制御 / 感度関数 / 安定性 / 状態フィードバック / オブザーバ / チューニング / 状態予測制御 / 多入出力系 / GIMC / 閉ループ系 / データ駆動 / 閉ループ感度
Outline of Final Research Achievements

In this research, data-driven controller update based on FRIT is theoretically extended to the MIMO case by addressing MIMO smith compensator. Fundamental of data-driven control for state space setting is established. Moreover, it is clarified that VRFT, which is also one of the data-driven controller tuning, is effective for shaping of the open-loop transfer function or Nyquist loci. This result can be regarded as an important fundamental result related to data-driven controller update with stabilization and robustness. Simultaneous update of model and controller are extended, for example, full-state and minimal state observers based state feedback, nonlinear or time variant typed internal model control, state predictor for time delay systems and so on. In addition, real-time data-driven update methods for a class of controllers, e.g., two-degree of freedom control systems, generalized internal model controllers, state space typed servo systems, and so on, are also proposed.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (26 results)

All 2016 2015 2014 2013

All Journal Article (6 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 4 results) Presentation (20 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] 最小次元オブザーバを併用した積分型サーボ系における制御器とモデルのFRITベースド 同時更新2016

    • Author(s)
      金子 修, 浅野 佑治,山本 茂
    • Journal Title

      システム制御情報学会論文誌

      Volume: 29

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] FRIT Based Simultaneous Update of Controller and Model on State Predictive Servo Systems with Full State Observers for Linear Time-delay Systems2015

    • Author(s)
      浅野 佑治, 金子 修, 山本 茂
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 51 Issue: 11 Pages: 769-778

    • DOI

      10.9746/sicetr.51.769

    • NAID

      130005110426

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] FRITを用いた多入出力むだ時間系に対するスミス補償器のチューニング ―出力にむだ時間を持つ場合2015

    • Author(s)
      奥谷明大,金子修,山本茂
    • Journal Title

      システム制御情報学会論文誌

      Volume: 28 Pages: 58-65

    • NAID

      130005069906

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Preface to the Special Issue on “Electronic Circuit Techniques for Smart Community”2014

    • Author(s)
      澁谷長史,安信誠二
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 134 Issue: 1 Pages: 1-1

    • DOI

      10.1541/ieejeiss.134.1

    • NAID

      130003382797

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 全状態オブザーバを併用した積分型サーボ系に対する制御器とモデルのFRITベースド同時更新2014

    • Author(s)
      金子 修,宮島 健, 山本 茂
    • Journal Title

      システム制御情報学会論文誌

      Volume: 27 Pages: 122-131

    • NAID

      130004565050

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] データ駆動型制御器チューニングーFRITアプローチー2013

    • Author(s)
      金子 修
    • Journal Title

      計測と制御

      Volume: 52

    • NAID

      130006725665

    • Related Report
      2013 Research-status Report
  • [Presentation] ILQサーボ系とオフラインオブザーバを併用した制御器とモデルのFRITベースド同時更新2016

    • Author(s)
      細川昌太, 金子修
    • Organizer
      第3回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      愛知県名古屋市
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] 全状態オブザーバとYoula パラメータを併合した積分型サーボ系における制御器とモデルのFRITベースド同時更新2016

    • Author(s)
      北﨑良彦,金子修
    • Organizer
      第3回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      愛知県名古屋市
    • Year and Date
      2016-03-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] VRFT/FRITに基づく二自由度制御系のフィードフォワード部のデータ駆動型リアルタイム更新―非最小位相系への拡張2016

    • Author(s)
      三宅真立,金子修
    • Organizer
      第3回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      愛知県名古屋市
    • Year and Date
      2016-03-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] 線形時変系を対象とした 線形時変型内部モデル制御器に対するFRIT2016

    • Author(s)
      本田拓也,金子修
    • Organizer
      第3回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      愛知県名古屋市
    • Year and Date
      2016-03-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] 一般化内部モデル制御器のデータ駆動型リアルタイム更新2016

    • Author(s)
      奥谷明大,金子修
    • Organizer
      第3回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      愛知県名古屋市
    • Year and Date
      2016-03-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] FRITとVRFTの評価関数の比較に基づいた二自由度制御系のデータ駆動型チューニング2015

    • Author(s)
      北﨑良彦,金子修
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2015-11-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] FRITを用いた一般化内部モデル制御器のデータ駆動型更新2015

    • Author(s)
      奥谷明大,金子修
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2015-11-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] VRFT/FRITに基づく二自由度制御系のフィードフォワード部 のデータ駆動型リアルタイム更新2015

    • Author(s)
      三宅真立,金子修,鍛冶達郎
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2015-11-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] Fictitious Refererence Iterative Tuning of Internal Model Controllers for a slass of nonlinear systems2015

    • Author(s)
      Osamu Kaneko
    • Organizer
      IEEE Multi Conference on Systems and Control 2015
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2015-09-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Canonical Controller Approach to Data-Driven Update of State Feedback Gain2015

    • Author(s)
      Osamu Kaneko
    • Organizer
      Asian Control Conference 2015
    • Place of Presentation
      Kota Kinabalue, Malysia
    • Year and Date
      2015-06-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Canonical Controller Approach to Data-driven Update of State Feedback Gains2015

    • Author(s)
      Osamu Kaneko
    • Organizer
      Asian Control Conference 2015
    • Place of Presentation
      Kota Kinabalu, Malaysia
    • Year and Date
      2015-06-02
    • Related Report
      2014 Research-status Report
  • [Presentation] 最小次元オブザーバを併用した積分型サーボ系に対する制御器とモデルのFRITベースド同時更新2015

    • Author(s)
      浅野佑治,金子修,山本茂
    • Organizer
      第2回計測自動制御学会マルチシンポジウム
    • Place of Presentation
      東京都(東京電機大学)
    • Year and Date
      2015-03-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Data-Driven Tuning of Nonlinear Internal Model Controllers for Pneumatic Artificial Muscles2014

    • Author(s)
      Shogo Takada, Osamu Kaneko, Taiki Nakamura and Shigeru Yamamoto
    • Organizer
      Australian Control Conference 2014
    • Place of Presentation
      Canberra, Australia
    • Year and Date
      2014-11-17
    • Related Report
      2014 Research-status Report
  • [Presentation] むだ時間系に対する全状態オブザーバを併用した状態予測サーボ系の制御器とモデルのFRITベースド同時更新2014

    • Author(s)
      浅野佑治,金子修,山本茂
    • Organizer
      第57回自動制御連合講演会
    • Place of Presentation
      群馬県渋川市
    • Year and Date
      2014-11-11
    • Related Report
      2014 Research-status Report
  • [Presentation] FRIT based Recursive Update of Feedback Gains In the Integral Type Servo Systems2014

    • Author(s)
      Yuki Okano,Osamu Kaneko,FUmiaki Sawakawa and Shigeru Yamamoto
    • Organizer
      SICE Annual Conference 2014, pp.21-24, Sapporo
    • Place of Presentation
      北海道札幌市
    • Year and Date
      2014-09-10
    • Related Report
      2014 Research-status Report
  • [Presentation] Fictitious Reference Iterative Tuning of Internal Model Controllers for Nonlinear Systems with Hysteresis2014

    • Author(s)
      Shogo Takada, Osamu Kaneko and Shiegru Yamamoto
    • Organizer
      The 5th International Symposium on Advanced Control of Industrial Processes
    • Place of Presentation
      広島県広島市
    • Year and Date
      2014-05-28
    • Related Report
      2014 Research-status Report
  • [Presentation] FRITを用いた多入出力むだ時間系に対するスミス補償器のチューニング -出力に複数のむだ時間を持つ場合2014

    • Author(s)
      奥谷明大
    • Organizer
      第58回システム制御情報学会学術講演会
    • Place of Presentation
      京都府京都市
    • Year and Date
      2014-05-23
    • Related Report
      2014 Research-status Report
  • [Presentation] FRITとVRFTのループ特性の比較2014

    • Author(s)
      金子 修
    • Organizer
      計測自動制御学会第1回制御部門マルチシンポジウム
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Related Report
      2013 Research-status Report
  • [Presentation] FRITに基づく積分型サーボ系のオンライン型逐次更新2014

    • Author(s)
      岡野 祐貴,金子 修,澤川 史明,山本 茂
    • Organizer
      計測自動制御学会第1回制御部門マルチシンポジウム
    • Place of Presentation
      電気通信大学(東京都調布市)
    • Related Report
      2013 Research-status Report
  • [Presentation] ILQサーボ系を利用したFRITによるモデル・目標応答・制御ゲインの同時獲得2013

    • Author(s)
      澤川 史明,金子 修,山本 茂
    • Organizer
      第56回自動制御連合講演会
    • Place of Presentation
      新潟大学工学部(新潟県新潟市)
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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