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Nonlinear Optimal Control Using Structure-Preserving Numerical Integration and Its Extension to Sampled-Data Control

Research Project

Project/Area Number 18K04215
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 21040:Control and system engineering-related
Research InstitutionNanzan University

Principal Investigator

Oishi Yasuaki  南山大学, 理工学部, 教授 (80272392)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2018: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords非線形制御 / 数値計算 / 安定多様体法 / 射撃法 / 追従制御 / サンプル値制御 / スパース制御 / モデル予測制御 / 非線形最適制御 / サーボ系 / 非線形最適サーボ / 偏差系 / 宇宙機制御 / 多項式表現 / 回転型倒立振子 / 振子の振り上げ / ペナルティ / 制御工学 / 構造保存数値計算
Outline of Final Research Achievements

New methodology is developed for nonlinear optimal control and for sparse control with aggressive use of numerical computational techniques. On nonlinear optimal control, improvement and extension of a shooting method are considered for efficient choice of initial points in the stable-manifold method. In particular, a shooting method is extended so as to be applicable to the stable-manifold method for nonlinear tracking control. Moreover, nonlinear sampled-data control is considered with the stable-manifold method. On sparse control, its realization is considered by means of model-predictive control. In particular, a numerical method is proposed for computation and expression of a state set corresponding to a specific value of a control input.

Academic Significance and Societal Importance of the Research Achievements

数値計算は制御工学とは異なる分野とされてきたが,その技術を積極的に用いることで制御工学に新しい展開をもたらすことができるのではないかとのアイデアに基づき,非線形最適制御およびスパース制御において成果をあげた.特に非線形サンプル値制御に関する成果は,まだ予備的研究の段階ではあるが,国内外に例がなく,意義が大きいと考えられる.これはもともと数値計算と整合性の高い安定多様体法に,数値的離散化を組み合わせるというものであり,さらに研究する必要があると考える.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (9 results)

All 2021 2020 2019 2018 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (6 results) (of which Int'l Joint Research: 1 results) Remarks (1 results)

  • [Journal Article] 周期的な参照信号に対する非線形最適追従制御:安定多様体法と射撃法によるアプローチ2020

    • Author(s)
      中村拓登,大石泰章,坂本登
    • Journal Title

      計測自動制御学会論文集

      Volume: 56 Issue: 4 Pages: 243-248

    • DOI

      10.9746/sicetr.56.243

    • NAID

      130007830930

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Realization of Sparse Control Using the Model Predictive Control Scheme2020

    • Author(s)
      岩田拓海,大石泰章,永原正章
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 56 Issue: 3 Pages: 74-80

    • DOI

      10.9746/sicetr.56.74

    • NAID

      130007809731

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] 安定多様体法に基づく非線形システムのサンプル値制御2021

    • Author(s)
      大石泰章,坂本登
    • Organizer
      第8回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2020 Annual Research Report
  • [Presentation] A Shooting Method for the Stable-Manifold Approach to Nonlinear Optimal Servo Design2019

    • Author(s)
      Yasuaki Oishi, Takuto Nakamura, and Noboru Sakamoto
    • Organizer
      SICE Annual Conference 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 安定多様体法と射撃法による宇宙機の軌道追従制御2019

    • Author(s)
      中村拓登,大石泰章,坂本登
    • Organizer
      第6回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] 事前計算を用いたモデル予測制御によるスパース制御2019

    • Author(s)
      岩田拓海,大石泰章,永原正章
    • Organizer
      第6回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] 安定多様体法と射撃法の回転型倒立振子振り上げへの応用2018

    • Author(s)
      中村拓登,大石泰章,坂本登
    • Organizer
      第61回自動制御連合講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] モデル予測制御によるスパース制御の実現2018

    • Author(s)
      岩田拓海,大石泰章,永原正章
    • Organizer
      第61回自動制御連合講演会
    • Related Report
      2018 Research-status Report
  • [Remarks] 学術論文および学会発表

    • URL

      http://www.st.nanzan-u.ac.jp/info/oishi/papers-j.html

    • Related Report
      2020 Annual Research Report 2019 Research-status Report 2018 Research-status Report

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Published: 2018-04-23   Modified: 2022-01-27  

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