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On modelling and load allocations of k-out-of-n load sharing systems

Research Project

Project/Area Number 21500273
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionThe University of Electro-Communications

Principal Investigator

YAMAMOTO Watalu  電気通信大学, 情報理工学(系)研究科, 講師 (30303027)

Project Period (FY) 2009-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords線形劣化モデル / 累積損傷則 / 時間尺度 / 多変量寿命データ / 負荷分散 / 負荷配分 / 信頼性 / 信頼性工学 / 負荷分散システム / 冗長設計 / 最適負荷配分 / k-out-of-n
Research Abstract

This research project aimed to develop the optimal allocation for load-sharing systems, especially with k-out-of-n logics. To do so we also needed to develop modelling approaches for lifetimes based on the records of degradation measurements, usage patterns, cumulative work loads and other variables, continuously monitored on the target systems. For the work load allocations, we investigated the piecewise linear degradation models with slopes which vary depending on the transformation of the loads powered by k. For k>1 cases, we conclude that the optimal allocations are same as cases with k=1. For k<1 cases, the optimal allocations are strange in that, the total work load must be put on one single component until its failure. We also investigate the modelling and prediction of lifetimes based on the continuously monitored data and developed several methods to predict individual lifetimes.

Report

(6 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (19 results)

All 2014 2013 2012 2011 2010

All Presentation (19 results)

  • [Presentation] 非定常な計数過程データの時間尺度について2014

    • Author(s)
      小林壮大, 山本渉, 金路, 鈴木和幸
    • Organizer
      日本品質管理学会第104回研究発表会
    • Place of Presentation
      東京
    • Related Report
      2013 Final Research Report
  • [Presentation] 部分的な観測データに基づく再生過程の母数推定について2013

    • Author(s)
      山本渉
    • Organizer
      2013年度統計関連学会連合大会
    • Place of Presentation
      大阪大学
    • Related Report
      2013 Final Research Report
  • [Presentation] Comparative Study of Time Scales in Optimal Time Scale Analysis of Field Reliability Data2013

    • Author(s)
      Yamamoto, W., Takeshita, K.
    • Organizer
      XIth International Workshop on Intelligent Statistical Quality Control 2013
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2013 Final Research Report
  • [Presentation] On Modelling and Prediction of Lifetimes on Multiple Time Scales from Online Monitoring Data2013

    • Author(s)
      Ymamoto, W., Tomotaki, J.
    • Organizer
      The 8^<th> International Conference on Mathematical Methods in Reliability : Theory
    • Place of Presentation
      Methods and Applications, Stellenbosch, South Africa
    • Related Report
      2013 Final Research Report
  • [Presentation] 動的線形モデルを用いた消耗品の交換時期の予測について2013

    • Author(s)
      友滝絢也, 山本渉
    • Organizer
      日本品質管理学会第101回研究発表会
    • Place of Presentation
      東京
    • Related Report
      2013 Final Research Report
  • [Presentation] On Modelling and Prediction of Lifetimes on Multiple Time Scales from Online Monitoring Data2013

    • Author(s)
      Watalu Yamamoto, Junya Tomotaki
    • Organizer
      The Eighth International Conference on Mathematical Methods in Reliability (MMR2013)
    • Place of Presentation
      ステレンボッシュ, 南アフリカ共和国
    • Related Report
      2013 Annual Research Report
  • [Presentation] Comparative Study of Time Scales in Op- timal Time Scale Analysis of Field Reliability Data2013

    • Author(s)
      Watalu Yamamoto, Kazuki Takeshita
    • Organizer
      XIth International Workshop on Intelligent Statistical Quality Control 2013
    • Place of Presentation
      シドニー, オーストラリア
    • Related Report
      2013 Annual Research Report
  • [Presentation] 動的線形モデルを用いた消耗品の交換時期の予測2013

    • Author(s)
      友滝 絢也, 山本 渉
    • Organizer
      日本品質管理学会第101回研究発表会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] 最適なタイムスケールのためのデータ変換法の検討2013

    • Author(s)
      竹下和希, 山本渉, 鈴木和幸
    • Organizer
      日本信頼性学会第26回秋季信頼性シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] がん薬物療法評価:ベイズ統計を用いた大腸がん患者におけるpanitumumabの臨床評価2012

    • Author(s)
      井上忠夫、上塚芳郎、山本渉
    • Organizer
      日本薬学会第132年会
    • Place of Presentation
      北海道大学
    • Year and Date
      2012-03-31
    • Related Report
      2011 Annual Research Report
  • [Presentation] 累積使用量尺度上の寿命分布と予測について2012

    • Author(s)
      山本渉
    • Organizer
      日本品質管理学会第42回年次大会
    • Place of Presentation
      小松
    • Related Report
      2013 Final Research Report
  • [Presentation] 使用限界の関数データ解析を用いた予測について2012

    • Author(s)
      山本渉
    • Organizer
      2012年度統計関連学会連合大会
    • Place of Presentation
      北海道大学
    • Related Report
      2013 Final Research Report
  • [Presentation] 関数データ解析を用いた使用限界の予測2012

    • Author(s)
      齋藤大貴, 山本渉
    • Organizer
      日本品質管理学会第98回研究発表会
    • Place of Presentation
      東京
    • Related Report
      2013 Final Research Report
  • [Presentation] 対数正規分布に基づく加速寿命試験のD最適計画導出とその考察2011

    • Author(s)
      熊崎千晴, 鈴木和幸, 山本渉
    • Organizer
      日本信頼性学会第24回秋季信頼性シンポジウム
    • Place of Presentation
      東京都渋谷区千駄ヶ谷
    • Year and Date
      2011-11-07
    • Related Report
      2011 Annual Research Report
  • [Presentation] 実使用時間に着目した季節変動のあるフィールド寿命データの解析とその応用2011

    • Author(s)
      平賀拓磨, 山本渉, 石田勉, 鈴木和幸
    • Organizer
      日本信頼性学会第24回秋季信頼性シンポジウム
    • Place of Presentation
      東京都渋谷区千駄ヶ谷
    • Year and Date
      2011-11-07
    • Related Report
      2011 Annual Research Report
  • [Presentation] 累積使用量の選択に関する一考察2011

    • Author(s)
      山木渉
    • Organizer
      日本品質管理学会第41回年次大会研究発表会
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2011-10-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] がん薬物療法評価:ベイズ統計を用いた乳がん患者におけるLapatinibの臨床評価2011

    • Author(s)
      井上忠夫、上塚芳郎、山木渉、鈴木和幸
    • Organizer
      第49回日本癌治療学会学術集会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2011-10-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] 累積使用量の選択に関する一考察2011

    • Author(s)
      山本渉
    • Organizer
      日本品質管理学会第41回年次大会
    • Place of Presentation
      名古屋工業大学
    • Related Report
      2013 Final Research Report
  • [Presentation] 累積使用量曲線の特徴量としての傾きの分布の推定について2010

    • Author(s)
      山本渉, 横山真弘, 鈴木和幸
    • Organizer
      日本品質管理学会第40回年次大会
    • Place of Presentation
      成蹊大学
    • Related Report
      2013 Final Research Report

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Published: 2009-04-01   Modified: 2019-07-29  

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