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Construction of control method based on non-parametric piecewise affine models

Research Project

Project/Area Number 25820179
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Control engineering/System engineering
Research InstitutionKyoto University

Principal Investigator

Maruta Ichiro  京都大学, 情報学研究科, 助教 (20625511)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords制御工学 / 非線形モデル予測制御 / 区分的線型モデル
Outline of Final Research Achievements

In this research, we tried to construct a control method which is based on precise models and is applicable to complicated systems. As a result, we found some criteria for discriminating whether a system is controllable without precise models or not. The criteria will be useful for constructing precise models in an efficient manner. Also, we developed a control method which utilize precise models directly constructed from experiment data and is applicable to relatively small systems. For larger systems, we conducted experiments and found that an approach which combines strategic and tactical controllers is effective in designing controllers.

Report

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

    (12 results)

All 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results,  Acknowledgement Compliant: 3 results) Presentation (8 results) (of which Int'l Joint Research: 1 results)

  • [Int'l Joint Research] ノースイースタン大学(米国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Data-driven Control Using Non-parametric Representation2015

    • Author(s)
      藤本悠介,丸田一郎,杉江俊治
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 51 Issue: 12 Pages: 829-835

    • DOI

      10.9746/sicetr.51.829

    • NAID

      130005114043

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Closed-loop Stability Analysis of Active Disturbance Rejection Controllers and Its Application2015

    • Author(s)
      杉山開路,丸田一郎,杉江俊治
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 51 Issue: 7 Pages: 494-502

    • DOI

      10.9746/sicetr.51.494

    • NAID

      130005092301

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] <b>Simplication of Non-parametric PWA Models based on </b><i>ℓ</i><sub>1 </sub><b>Optimization</b>2014

    • Author(s)
      藤本悠介,丸田一郎,杉江俊治
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 27 Issue: 4 Pages: 141-149

    • DOI

      10.5687/iscie.27.141

    • NAID

      130004565052

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Analysis of difficulty in estimating physically-meaningful model parameters based on normalized parameter sensitivity plot2015

    • Author(s)
      Ichiro Maruta
    • Organizer
      2015 54th IEEE Conference on Decision and Control (CDC)
    • Place of Presentation
      大阪府立国際会議場(大阪府大阪市)
    • Year and Date
      2015-12-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A-starアルゴリズムによる有限アルファベット制御2015

    • Author(s)
      四方田真美
    • Organizer
      第59回システム制御情報学会研究発表講演会
    • Place of Presentation
      中央電気倶楽部(大阪府大阪市)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
  • [Presentation] Error bound analysis and optimal construction of non-parametric PWA models2014

    • Author(s)
      Yusuke Fujimoto
    • Organizer
      53rd IEEE Conference on Decision and Control
    • Place of Presentation
      Los Angeles (United States of America)
    • Year and Date
      2014-12-17
    • Related Report
      2014 Research-status Report
  • [Presentation] 入出力データに基づくノンパラメトリック型制御器の設計2014

    • Author(s)
      藤本悠介
    • Organizer
      第57回自動制御連合講演会
    • Place of Presentation
      ホテル天坊(群馬県渋川市)
    • Year and Date
      2014-11-11
    • Related Report
      2014 Research-status Report
  • [Presentation] Compression Based Identification of PWA Systems2014

    • Author(s)
      Ichiro Maruta
    • Organizer
      Proceedings of the 19th IFAC World Congress
    • Place of Presentation
      Cape Town (South Africa)
    • Year and Date
      2014-08-26
    • Related Report
      2014 Research-status Report
  • [Presentation] 効率的なノンパラメトリックPWAモデルの構築2014

    • Author(s)
      藤本 悠介
    • Organizer
      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
    • Related Report
      2013 Research-status Report
  • [Presentation] スイッチング線形制御器のリアルタイム設計に基づいた非線形モデル予測制御2014

    • Author(s)
      加茂 和史
    • Organizer
      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
    • Related Report
      2013 Research-status Report
  • [Presentation] 少数の点からなるノンパラメトリックPWAモデルの構成に関する一考察2014

    • Author(s)
      藤本 悠介
    • Organizer
      平成25年度 計測自動制御学会関西支部・システム制御情報学会 若手研究発表会
    • Place of Presentation
      学校法人 常翔学園 大阪センター
    • Related Report
      2013 Research-status Report

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

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