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Research on generalized design and intelligence of a self-repairing control system

Research Project

Project/Area Number 16K06429
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionTokai University

Principal Investigator

TAKAHASHI Masanori  東海大学, 基盤工学部, 教授 (20300650)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords耐故障制御 / 故障検知 / 自己修復 / 制御工学
Outline of Final Research Achievements

This research has developed generalized design and intelligence of a self-repairing control system (SRCS) which can automatically repair abnormal feedback-loops caused by failures of sensors and/or actuators. Concretely, using the concepts of the backstepping design and parallel compensators, applicable class of controlled plants has been significantly expanded. Furthermore, introduction of the SRC function to adaptive control could successfully construct the intelligent SRCS that makes it possible to cope with various and unknown changes and failures in the control system. In addition, the SRCS has been applied to a bilateral control system so as to find abnormality in a master-slave manipulation system, and its effectiveness has been confirmed through several experiments.

Academic Significance and Societal Importance of the Research Achievements

フィードバック制御系において、センサ・アクチュエータの故障は、フィードバックループに直接影響を与えるため、制御系に致命的な障害を招く。ところが、既存の故障検知法では検知が難しい故障が存在する。自己修復制御は、不安定な検知フィルタをループ上に配置することで、これまで検知が困難とされてきた故障を正確かつ早期に検出し、安定性を常に維持することができる。本研究により、この制御の一般化と知能化が図られたことで、適用範囲が格段に拡大され、制御系に生じる未知の変化に対応できる新たな機能が備わった。安全性・信頼性に対する社会的要求に応えうる、次世代の制御法の一つになりうると期待される。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (22 results)

All 2020 2019 2018 2017 2016

All Journal Article (9 results) (of which Peer Reviewed: 8 results,  Open Access: 3 results,  Acknowledgement Compliant: 1 results) Presentation (13 results) (of which Int'l Joint Research: 6 results)

  • [Journal Article] Simple Adaptive Control Against Sensor Failures2019

    • Author(s)
      Masanori Takahashi
    • Journal Title

      IFAC-PapersOnLine

      Volume: 52 Issue: 29 Pages: 55-60

    • DOI

      10.1016/j.ifacol.2019.12.621

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Izhikevich Model-based Self-repairing Control for Plants with Sensor Failures and Disturbances2019

    • Author(s)
      Masanori Takahashi
    • Journal Title

      Journal of Robotics, Networking and Artificial Life

      Volume: Volume 6, Issue 2 Issue: 2 Pages: 105-108

    • DOI

      10.2991/jrnal.k.190828.007

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Self-Repairing Function Exploiting Resonance for High-Gain Adaptive Control with Faulty Sensors2018

    • Author(s)
      Masanori Takahashi
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 14 Issue: 06 Pages: 2141

    • DOI

      10.24507/ijicic.14.06.2141

    • ISSN
      1349-4198
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Self-repairing adaptive PID control for plants with sensor failures2018

    • Author(s)
      Masanori Takahashi
    • Journal Title

      Proceedings of The 2018 International Conference on Artificial Life and Robotics

      Volume: -

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] 故障から自己修復するPI型適応制御系2017

    • Author(s)
      高橋将徳
    • Journal Title

      電気学会技術報告書

      Volume: 1411

    • Related Report
      2017 Research-status Report
  • [Journal Article] Simple adaptive control for plants with unknown sensor failures2017

    • Author(s)
      Masanori Takahashi
    • Journal Title

      Proceedings of 2017 11th Asian Control Conference

      Volume: -

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] FitzHugh-Nagumoモデルを用いる自己修復制御2017

    • Author(s)
      高橋将徳
    • Journal Title

      システム制御情報学会論文誌

      Volume: 30

    • NAID

      130005773949

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Self-Repairing Control for Plants with High Relative Degrees2017

    • Author(s)
      Masanori Takahashi
    • Journal Title

      Proceedings of the 6th International Symposium on Advanced Control of Industrial Processes

      Volume: -

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Self-repairing control using adaptive adjusting laws2016

    • Author(s)
      Masanori Takahashi
    • Journal Title

      ICIC Express Letters

      Volume: 10

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] Actuator fault-tolerant control using a spiking neuron model2020

    • Author(s)
      Masanori Takahashi
    • Organizer
      The 2020 International Conference on Artificial ALife and Robotics (ICAROB2020)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] センサ故障に対するイベントトリガ自己修復制御2020

    • Author(s)
      高橋将徳
    • Organizer
      第7回 制御部門マルチシンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] Self-repairing PI control for MIMO systems with multiple sensor failures2019

    • Author(s)
      Masanori Takahashi
    • Organizer
      The SICE Annual Conference 2019 (SICE 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Anomaly detection for a symmetric bilateral control system2019

    • Author(s)
      Niiyama Tomohiro and Masanori Takahashi
    • Organizer
      The SICE Annual Conference 2019 (SICE 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Izhikevich Model Based Self-Repairing Control for Plants with Sensor Failures and Disturbances2019

    • Author(s)
      Masanori Takahashi
    • Organizer
      The 2019 International Conference on Artificial Life and Robotics (ICAROB2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 対称型バイラテラル制御系の異常検知2019

    • Author(s)
      新山友宏、高橋将徳
    • Organizer
      計測自動制御学会 第6回制御部門マルチシンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] Izhikevichモデルを利用する分散型自己修復制御2018

    • Author(s)
      高橋将徳
    • Organizer
      第61回自動制御連合講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] Self-repairing adaptive PID control for plants with sensor failures2018

    • Author(s)
      Masanori Takahashi
    • Organizer
      The 2018 International Conference on Artificial Life and Robotics
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] センサ故障に対する分散自己修復制御2018

    • Author(s)
      高橋将徳
    • Organizer
      電気学会 制御研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] Self-Repairing Control for Plants with High Relative Degrees2017

    • Author(s)
      Masanori Takahashi
    • Organizer
      The 6th International Symposium on Advanced Control of Industrial Processes
    • Place of Presentation
      台北(台湾)
    • Year and Date
      2017-05-28
    • Related Report
      2016 Research-status Report
  • [Presentation] FHN系の同期を利用する自己修復制御2017

    • Author(s)
      高橋将徳
    • Organizer
      第4回制御部門マルチシンポジウム
    • Place of Presentation
      岡山大学 津島キャンパス(岡山市)
    • Year and Date
      2017-03-06
    • Related Report
      2016 Research-status Report
  • [Presentation] Simple adaptive control for plants with unknown sensor failures2017

    • Author(s)
      Masanori Takahashi
    • Organizer
      2017 11th Asian Control Conference
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Izhikevichモデルを用いる自己修復制御2016

    • Author(s)
      高橋将徳
    • Organizer
      第59回自動制御連合講演会
    • Place of Presentation
      北九州国際会議場(北九州市)
    • Year and Date
      2016-11-10
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2021-02-19  

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