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Construction of an optimal supervisory control mechanism with quantitative risk assurance based on discrete event approach

Research Project

Project/Area Number 25870945
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Control engineering/System engineering
Mathematical informatics
Research InstitutionSetsunan University

Principal Investigator

Yamasaki Tatsushi  摂南大学, 理工学部, 准教授 (00368458)

Research Collaborator UMEMOTO Hijiri  
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords制御工学 / 離散事象システム / スーパバイザ制御 / リスク / 最適制御 / 強化学習
Outline of Final Research Achievements

For realization of a safety guarantee system, it is important to synthesize a controller which considers the quantitative risk evaluation of the system. In this study, we showed a synthesis method of an optimal supervisor of discrete event systems. The supervisor optimizes the costs of disabling and occurrence of events within the permissible risk of the controlled system. Moreover, we showed a synthesis method of an optimal LLP (limited lookahead policy) supervisor for a global system which is composed of several local systems.

Report

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

    (7 results)

All 2016 2015 2014

All Journal Article (3 results) (of which Acknowledgement Compliant: 2 results) Presentation (4 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] 状態遷移モデルの学習に基づく最適LLPスーパバイザの構成2015

    • Author(s)
      梅本聖, 山崎達志
    • Journal Title

      電子情報通信学会技術研究報告(MSS)

      Volume: Vol.114, No.493 Pages: 7-12

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 強化学習を用いた離散事象システムの最適LLPスーパバイザ制御について2014

    • Author(s)
      梅本聖, 山崎達志
    • Journal Title

      電子情報通信学会技術研究報告(MSS)

      Volume: Vol.113, No.313 Pages: 135-140

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 離散事象システムのリスク考慮型最適スーパバイザ制御2014

    • Author(s)
      山崎達志,入江太志,松原伸
    • Journal Title

      電子情報通信学会技術研究報告(MSS)

      Volume: Vol.113, No.466 (MSS2013-75) Pages: 1-6

    • Related Report
      2013 Research-status Report
  • [Presentation] 最適LLPスーパバイザによる生産システムミニチュアの制御2016

    • Author(s)
      梅本聖,山崎達志
    • Organizer
      電子情報通信学会2016年総合大会
    • Place of Presentation
      福岡
    • Year and Date
      2016-03-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] リスク許容型最適スーパバイザの強化学習2015

    • Author(s)
      梅本聖,山崎達志
    • Organizer
      計測自動制御学会システム・情報部門学術講演会2015
    • Place of Presentation
      函館
    • Year and Date
      2015-11-20
    • Related Report
      2015 Annual Research Report
  • [Presentation] Optimal LLP Supervisor for Discrete Event Systems Based on Reinforcement Learning2015

    • Author(s)
      Hijiri Umemoto and Tatsushi Yamasaki
    • Organizer
      2015 IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      香港
    • Year and Date
      2015-10-10
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 離散事象システムのリスク許容型最適スーパバイザ制御の検討2015

    • Author(s)
      梅本聖,山崎達志
    • Organizer
      電子情報通信学会2015年ソサイエティ大会
    • Place of Presentation
      仙台
    • Year and Date
      2015-09-09
    • Related Report
      2015 Annual Research Report

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

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