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Optimal Procedure for Condition Monitoring Maintenance

Research Project

Project/Area Number 19710125
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Social systems engineering/Safety system
Research InstitutionThe University of Electro-Communications

Principal Investigator

JIN Lu (LU Jin)  The University of Electro-Communications, 大学院・情報理工学研究科, 助教 (00436734)

Project Period (FY) 2007 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥3,240,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥540,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2007: ¥900,000 (Direct Cost: ¥900,000)
Keywords状態監視保全 / 安全性 / 信頼性 / 保全性
Research Abstract

This research investigated an optimal maintenance problem with incomplete observations and showed that, when the transition probability matrix (P) has the stochastic increasing (SI) property, the optimal procedure is given by a monotone procedure if and only if the conditional probability matrix (Γ) is given by an identity matrix. This research brings to a close over 50 years of research on ways to extend the optimality of monotone procedure on the basis of SI ordering of the state probability vectors.
Furthermore, this research studied the optimal structure identification problem for a monitoring system with multiple sensors and identified a necessary and sufficient condition under which a k-out-of-n structure is optimal in terms of minimizing the expected risk. This means that, fewer structures need to be considered when searching for the optimal one.

Report

(6 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report   Self-evaluation Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (23 results)

All 2011 2009 2008 2007 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (13 results) Remarks (2 results)

  • [Journal Article] Necessary and Sufficient Condition for Control Limit Policy on Partially Observable Markov Decision Process2011

    • Author(s)
      Jin, L., Suzuki, K.
    • Journal Title

      Journal of the Japanese Society for Quality Control Vol.42

      Pages: 238-249

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Necessary and Sufficient Condition for Optimal k-out-of-n Structure of Monitoring System with n General Sensors2011

    • Author(s)
      Jin, L., Suzuki, K.
    • Journal Title

      Journal of Reliability Engineering Association of Japan Vol.32

      Pages: 89-95

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Necessary and Sufficient Condition for Optimal k-out-of-n Structure of Monitoring System with n General Sensors2011

    • Author(s)
      Jin, L., Suzuki, K.
    • Journal Title

      Journal of Reliability Engineering Association of Japan

      Volume: Vol.32 Pages: 89-95

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Necessary and Sufficient Condition for Control Limit Policy on Partially Observable Markov Decision Process2011

    • Author(s)
      Jin, L., Suzuki, K.
    • Journal Title

      Journal of the Japanese Society for Quality Control

      Volume: Vol.42 Pages: 238-249

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal Allocations of Loadsharing k-out-of-n : F System2009

    • Author(s)
      Yamamoto, W., Jin, L., Suzuki, K.
    • Journal Title

      Journal of Statistical Planning and Inference Vol.139

      Pages: 1777-1781

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimality of k-out-of-n Systems for Condition Monitoring Maintenance Using Dependent Information2009

    • Author(s)
      Jin, L., Horikoshi, Y., Suzuki, K.
    • Journal Title

      Quality Technology and Quantitative Management Vol.6

      Pages: 23-32

    • Related Report
      2010 Final Research Report 2009 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Optimality of k-out-of-n Systems for Condition Monitoring Maintenance Using Dependent Information2009

    • Author(s)
      Jin L., Horikoshi, Y. and Suzuki K.
    • Journal Title

      Quality Technology and Quantitative Management 6

      Pages: 23-32

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimality of k-out-of-n Systems for Condition Monitorng Maintenance Using Dependent Information2007

    • Author(s)
      Jin, L., Horikoshi, Y., Suzuki, K.
    • Journal Title

      Quality Technology and Quantitative Management

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Necessary and Sufficient Condition for Control Limit Policy in Partially Observable Markov Decision Process with Stochastic Increasing2009

    • Author(s)
      Jin, L., Suzuki K.
    • Organizer
      Proceedings of the 7th Asian Network for Quality Congress, pp.727-736, Tokyo, Japan.
    • Place of Presentation
      日本・東京 国際会議
    • Year and Date
      2009-09-17
    • Related Report
      2010 Final Research Report
  • [Presentation] Necessary and Sufficient Condition for Control Limit Policy in Partially Observable Markov Decision Process with Stochastic Increasing2009

    • Author(s)
      Jin, L., Suzuki K.
    • Organizer
      Proceedings of the 7th Asian Network for Quality Congress
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2009-09-17
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] Necessary and Sufficient Condition for Control Limit Policy in Partially Observable Markov Decision Process with Stochastic Increasing2009

    • Author(s)
      Jin, L., Suzuki K.
    • Organizer
      the 7th Asian Network for Quality Congress
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2009-09-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] k-out-of-n型監視方策の最適性2008

    • Author(s)
      堀越雄太, Jin, L., 鈴木和幸
    • Organizer
      日本信頼性学会第20回秋季信頼性シンポジウム, pp.91-94.
    • Place of Presentation
      財団法人日本科学技術連盟・千駄ヶ谷本部ビル 国内発表
    • Year and Date
      2008-04-18
    • Related Report
      2010 Final Research Report
  • [Presentation] Control Limit Policy for Partially Observable Markov Decision Process (POMDP) Based on Stochastic Increasing2007

    • Author(s)
      Jin, L., Kumagai K, Suzuki K.
    • Organizer
      Proceedings of ICRMS2007 : International Conference on Reliability Maintain-ability and Safety, Beijing, pp.87-92, China.
    • Place of Presentation
      中国・北京 国際会議
    • Year and Date
      2007-08-22
    • Related Report
      2010 Final Research Report
  • [Presentation] Control Limit Policy for Partially Observable Markov Decision Process (POMDP) Based on Stochastic Increasing2007

    • Author(s)
      Jin, L., Kumagai K., Suzuki K.
    • Organizer
      Proceedings of ICRMS2007: International Conference on Reliability Maintainability and Safety
    • Place of Presentation
      Beijing, China
    • Year and Date
      2007-08-22
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] Control Limit Policy for Partially Observable Markov Decision Process (POMDP) Based on Stochastic Increasing2007

    • Author(s)
      Jin, L., Kumagai K., S uzuki K.
    • Organizer
      International Conference on Reliability Maintainability and Safety
    • Place of Presentation
      Beijing, China.
    • Year and Date
      2007-08-22
    • Related Report
      2007 Annual Research Report
  • [Presentation] Optimal Design for a Monitoring System Comprising n Dependent and Non identical Sensors2007

    • Author(s)
      Jin, L., Endo, M., Tanaka, K., Suzuki, K.
    • Organizer
      Mathematical Methods in Reliability : Methodology and Practice, Glasgow, pp.1-12, U.K.
    • Place of Presentation
      イギリス・グラスゴー 国際会議
    • Year and Date
      2007-07-02
    • Related Report
      2010 Final Research Report
  • [Presentation] Optimal Design for a Monitoring System Comprising n Dependent and Nonidentical Sensors2007

    • Author(s)
      Jin, L., Endo, M., Tanaka, K., Suzuki, K
    • Organizer
      Mathematical Methods in Reliability: Methodology and Practice
    • Place of Presentation
      Glasgow, U.K..
    • Year and Date
      2007-07-02
    • Related Report
      2009 Self-evaluation Report
  • [Presentation] Optimal Design for a Monitoring System Comprising n Dependent and Non-identical Sensors2007

    • Author(s)
      Jin, L., Endo, M., Tanaka, K., Suzuki, K.
    • Organizer
      Mathematical Methods in Reliability: Methodology and Practice
    • Place of Presentation
      Glasgow,U.K.
    • Year and Date
      2007-07-02
    • Related Report
      2007 Annual Research Report
  • [Presentation] 独立でないモニターを用いたk-out-of-nシステムの最適性2007

    • Author(s)
      堀越雄太, 遠藤将則, Jin, L., 鈴木和幸
    • Organizer
      日本信頼性学会第15回春季信頼性シンポジウム, pp.33-36.
    • Place of Presentation
      財団法人日本科学技術連盟・千駄ヶ谷本部ビル 国内発表
    • Year and Date
      2007-06-01
    • Related Report
      2010 Final Research Report
  • [Presentation] Sufficient Conditions for Optimal Control Limit Policy with Respect to Stochastic Increasing Ordering2007

    • Author(s)
      Kumagai, K. Jin, L., Suzuki, K.
    • Organizer
      日本品質管理学会第83回研究発表会, 研究発表要旨集,pp.111-114.
    • Place of Presentation
      財団法人日本科学技術連盟・東高円寺ビル 国内発表
    • Year and Date
      2007-05-26
    • Related Report
      2010 Final Research Report
  • [Presentation] 独立でないモニターを用いたk-out-of-n論理構成の最適性,2007

    • Author(s)
      遠藤将則, Jin, L., 鈴木和幸
    • Organizer
      情報システム学研究科シンポジウム第11回「信頼性とシステム安全学」予稿集, pp.25-33.
    • Place of Presentation
      電気通信大学・IS 研究棟 国内発表
    • Year and Date
      2007-02-27
    • Related Report
      2010 Final Research Report
  • [Remarks] 2009年9月第7回アジア品質管理シンポジウム国際会議(7th ANQ Congress Tokyo) 2009年度The Best Paper Award受賞

    • Related Report
      2009 Self-evaluation Report
  • [Remarks] 2008年5月日本信頼性学会2007年度若手奨励賞受賞

    • Related Report
      2009 Self-evaluation Report

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Published: 2007-04-01   Modified: 2016-04-21  

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