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2010 Fiscal Year Final Research Report

Layered Bayes Model and Information Criteria for Rare Event Risk Analysis

Research Project

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Project/Area Number 20560775
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Nuclear engineering
Research InstitutionOsaka University

Principal Investigator

YAMAGUCHI Akira  Osaka University, 工学研究科, 教授 (10403156)

Co-Investigator(Kenkyū-buntansha) TAKATA Takashi  大阪大学, 工学研究科, 准教授 (40423206)
Project Period (FY) 2008 – 2010
Keywords確率論的安全評価 / 耐震安全性 / フラジリティ / 情報エントロピー / ベイズ推定 / 情報量基準 / 原子力プラント
Research Abstract

In the seismic PSA of nuclear facilities, seismic fragilities of equipment and systems are to be evaluated. However, the fragilities involve uncertainties since the seismically-induced failure mechanism is not sufficiently known and a failure event is rare. In the present study, a new methodology for quantifying the common mode failure caused by external events and for reducing fragility uncertainty using very limited information. The information criterion is selected as the index for the uncertainty. It has been found that the present work is useful for the risk assessment and management of rare earthquake hazard.

  • Research Products

    (7 results)

All 2010 2009 2008 Other

All Journal Article (1 results) Presentation (5 results) Remarks (1 results)

  • [Journal Article] 地震PSAにおける安全裕度と不確かさ2009

    • Author(s)
      山口彰
    • Journal Title

      保全学会誌 Vol.7, No.4

      Pages: 16-22

  • [Presentation] Epistemic Uncertainty Reduction in the PSA of Nuclear Power Plant using Bayesian Approach and Information Entropy2010

    • Author(s)
      Akira Yamaguchi, Masa-aki Kato, Takashi Takata
    • Organizer
      10^<th> International Conference on Probabilistic Safety Assessment & Management (PSAM10)
    • Place of Presentation
      米国シアトル市ルネサンスシアトルホテル
    • Year and Date
      20100607-20100611
  • [Presentation] 情報量規準に基づくモデル選択とモデルパラメータの不確かさ低減2009

    • Author(s)
      加藤雅章、山口彰、高田孝
    • Organizer
      日本原子力学会「2009年秋の大会」
    • Place of Presentation
      宮城県仙台市 東北大学 青葉山キャンパス
    • Year and Date
      20090916-20090918
  • [Presentation] Usage of Information Criterion for Reducing Modeling Uncertainty in Reactor Safety2009

    • Author(s)
      山口彰, 高田孝
    • Organizer
      10^<th> Korea-Japan Joint Workshop on PSA - For Asian PSA Network
    • Place of Presentation
      韓国済州島ヘヴィチホテル&リゾート
    • Year and Date
      20090518-20090520
  • [Presentation] Effective updating process of seismic fragilities using2008

    • Author(s)
      Akira Yamaguchi, Masa-aki Kato, Takashi Takata
    • Organizer
      Bayesian method and information entropy
    • Place of Presentation
      Okinawa, Japan
    • Year and Date
      20081124-20081127
  • [Presentation] Updating uncertainty of rare event occurrence probability based on Bayesian approach2008

    • Author(s)
      山口彰, 高田孝
    • Organizer
      International Conference on Probabilistic Safety Assessment & Management (PSAM9)
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      20080518-20080523
  • [Remarks] ホームページ等

    • URL

      http://www.see.eng.osaka-u.ac.jp/seeqe/seeqe/homepage/

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Published: 2012-01-26   Modified: 2016-04-21  

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