• 제목/요약/키워드: Risk quantification

검색결과 184건 처리시간 0.021초

Derivation of uncertainty importance measure and its application

  • Park, Chang-K.
    • 한국경영과학회:학술대회논문집
    • /
    • 대한산업공학회/한국경영과학회 1990년도 춘계공동학술대회논문집; 한국과학기술원; 28 Apr. 1990
    • /
    • pp.272-288
    • /
    • 1990
  • The uncertainty quantification process in probabilistic Risk Assessment usually involves a specification of the uncertainty in the input data and the propagation of this uncertainty to the final risk results. The distributional sensitivity analysis is to study the impact of the various assumptions made during the quantification of input parameter uncertainties on the final output uncertainty. The uncertainty importance of input parameters, in this case, should reflect the degree of changes in the whole output distribution and not just in a point estimate value. A measure of the uncertainty importance is proposed in the present paper. The measure is called the distributional sensitivity measure(DSM) and explicitly derived from the definition of the Kullback's discrimination information. The DSM is applied to three typical discrimination information. The DSM is applied to three typical cases of input distributional changes: 1) Uncertainty is completely eliminated, 2) Uncertainty range is increased by a factor of 10, and 3) Type of distribution is changed. For all three cases of application, the DSM-based importance ranking agrees very well with the observed changes of output distribution while other statistical parameters are shown to be insensitive.

  • PDF

퍼지 집합론을 이용한 위험분석 시스템 (Risk Analysis System in Fuzzy Set Theory)

  • 홍상우
    • 산업경영시스템학회지
    • /
    • 제13권21호
    • /
    • pp.29-41
    • /
    • 1990
  • An assessment of risk in industrial and urban environments is essential in the prevention of accident and in the analysis of situations which are hazardous to public health and safety. The risk imposed by a particular hazard increases with the likelihood of occurence of the event, the exposure and the possible consequence of that event. In a traditional approach, the calculation of a quantitative value of risk is usually based on an assignment of numerical values of each of the risk factors. Then the product of the values of likelihood, exposure and consequences called risk score is derived. However vagueness and imprecision in mathematical quantification of risk are equated with fuzziness rather than randomness. In this paper, a fuzzy set theoretic approach to risk analysis is proposed as an alternative to the techniques currently used in the area of systems safety. Then the concept of risk evaluation using linguistic representation of the likelihood, exposure and consequences is introduced. A risk assessment model using approximate reasoning technique based on fuzzy logic is presented to drive fuzzy values of risk and numerical example for risk analysis is also presented to illustrate the results.

  • PDF

철도 BTL 민자적격성조사의 위험계량화방안 연구 (A Risk Quantification of Public Sector Comparator in the Financial Analysis of the BTL (Build-Transfer-Lease) Scheme of Railway Projects: a Case Study of the Haman-Jinju Link)

  • 장수은;강지혜
    • 대한교통학회지
    • /
    • 제24권5호
    • /
    • pp.67-74
    • /
    • 2006
  • 지금까지 민간투자사업은 대부분 수익형 민자사업(BTO; Build-Transfer-Operate) 방식으로 추진되었다. BTO 방식은 수요위험을 민간투자자가 부담하므로 철도부문처럼 투자의 필요성에 비해 수익이 보장되기 힘든 분야의 투자는 저조할 수밖에 없었다. 2005년 민간투자법의 개정과 함께 도입된 임대형 민자사업(BTL, Build-Transfer-Lease) 방식은 민간의 투자비를 국가나 지자체의 임대료로 회수하므로 수익성 제약으로부터 자유로울 수 있으며, 그 결과 BTO 방식보다 민간투자 도입의 본 취지에 더욱 충실한 방식으로 평가되고 있다. 그러나 BTL 방식은 미래세대로부터 재원을 차입함으로써 미래세대에 부담을 전가하고 재원배분의 자유를 제약한다는 부정적인 측면을 내포하고 있다. 따라서 대상사업의 규모와 범위를 과학적으로 검토하는 작업이 중요하며 이는 1차적으로 민자적격성조사(VfM Test ; Value for Money Test)에 의해 결정된다. 민자적격성조사는 특정사업의 재정대안과 민자대안의 각종 정량적 정성적 생애주기비용(LCC; Life Cycle Cost)을 비교 검토하는 절차이므로 각 대안의 핵심 비용항목이 반드시 포함되어 평가될 때 신뢰성 높은 조사라 할 것이다. 그러나 현재까지 고시된 BTL사업은 위험계량화비용이 반영되지 않음으로써 그 완결성이 떨어진다. 본 연구에서는 경전선 함안${\sim}$진주간 BTL사업을 대상으로 재정사업의 위험을 계량화할 수 있는 방안을 실증적으로 예시하며, 이를 통해 보다 합리적인 민자적격성조사를 수행할 수 있는 근거를 제시한다.

원자력발전소의 정량적인 안전 해석을 위한 사건수목 기법의 응용 (Application of Event Tree Technique for Quantification of Nuclear Power Plant Safety)

  • 김시달;진영호;김동하;박수용;박종화
    • 한국안전학회지
    • /
    • 제15권2호
    • /
    • pp.126-135
    • /
    • 2000
  • Probabilistic Safety Assessment (PSA) is an engineering analysis method to identify possible contributors to the risk from a nuclear power plant and now it has become a standard tool in safety evaluation of nuclear power plants. PSA consists of three phases named as Level 1, 2 and 3. Level 2 PSA, mainly focused in this paper, uses a step-wise approach. At first, plant damage states (PDSs) are defined from the Level 1 PSA results and they are quantified. Containment event tree (CET) is then constructed considering the physico-chemical phenomena in the containment. The quantification of CET can be assisted by a decomposition event tree (DET). Finally, source terms are quantitatively characterized by the containment failure mode. As the main benefit of PSA is to provide insights into plant design, performance and environmental impacts, including the identification of the dominant risk contributors and the comparison of options for reducing risk, this technique is expected to be applied to the industrial safety area.

  • PDF

국내 건설현장 내·외부 인명사고 리스크 정량화 모델 개발 기초연구 (A Basic Study on Quantification Risk Model of Human Accidents on Exterior Construction Site in South Korea)

  • 오준석;하선근;김태희;전상섭;김지명
    • 한국건축시공학회:학술대회논문집
    • /
    • 한국건축시공학회 2018년도 추계 학술논문 발표대회
    • /
    • pp.132-133
    • /
    • 2018
  • Many studies regarding construction safety management have been conducted. However, it is insufficient to research on external construction site. As a result, ordinary people around the construction site have injured and have a negative view when they think construction industrial since it has regarded having an overfull industrial accidents on media. To break the stereotype and prevention of accident on construction industry have been emphasized at this point in time, it is necessary to establish a comprehensive safety management system which is considered not only internal safety management but also external safety management. Therefore, the objective of this study is to develop the human accident risk quantification model by utilizing the third party payout data which occurred by incomplete safety management on external construction site. This study is conducted as a basic study for developing safety management manuals on internal·external construct site. In the future, it is expected to be used as a reference.

  • PDF

Direct fault-tree modeling of human failure event dependency in probabilistic safety assessment

  • Ji Suk Kim;Sang Hoon Han;Man Cheol Kim
    • Nuclear Engineering and Technology
    • /
    • 제55권1호
    • /
    • pp.119-130
    • /
    • 2023
  • Among the various elements of probabilistic safety assessment (PSA), human failure events (HFEs) and their dependencies are major contributors to the quantification of risk of a nuclear power plant. Currently, the dependency among HFEs is reflected using a post-processing method in PSA, wherein several drawbacks, such as limited propagation of minimal cutsets through the fault tree and improper truncation of minimal cutsets exist. In this paper, we propose a method to model the HFE dependency directly in a fault tree using the if-then-else logic. The proposed method proved to be equivalent to the conventional post-processing method while addressing the drawbacks of the latter. We also developed a software tool to facilitate the implementation of the proposed method considering the need for modeling the dependency between multiple HFEs. We applied the proposed method to a specific case to demonstrate the drawbacks of the conventional post-processing method and the advantages of the proposed method. When applied appropriately under specific conditions, the direct fault-tree modeling of HFE dependency enhances the accuracy of the risk quantification and facilitates the analysis of minimal cutsets.

건설공사보험 사례를 활용한 건설현장 인명사고 정량화 모델 개발 기초연구 (A Basic Study on Quantification Model Development of Human Accidents based on the Insurance Claim Payout of Construction Site)

  • 하선근;김태희;김지명;장준호;손기영
    • 한국건축시공학회:학술대회논문집
    • /
    • 한국건축시공학회 2017년도 추계 학술논문 발표대회
    • /
    • pp.195-196
    • /
    • 2017
  • The number of human accidents in the construction industry is increasing every year, and it constitute the highest percentage among industry. This means that activities performed to prevent safety accidents in the country are not efficient to reduce the rate of accidents in the construction industry. In order to solve this issue, research has been conducted from various perspectives. But, research regarding to quantification model of human accidents is insufficient. the objective of this study is to conduct a basic study on quantification model development of human accidents. To achieve the objective, first, Cause of accident is defined the through literature review. Second, a basic statistic analysis is conducted to determine the characteristics of the accident causes. Third, the analysis is conducted after dividing into four categories : accumulate rate, season, total construction cost, and location. In the future, this study can be used as a reference for developing the safety management checklist for safety management in construction site and development of prediction models of human accident.

  • PDF

Comprehensive Comparative Assessment of National Energy and Power Systems

  • Kim, Tae-Woon;Ha, J.J.;Lee, Sung-Jin;Chang, Soon-H.;Kim, Seong-Ho
    • 한국원자력학회:학술대회논문집
    • /
    • 한국원자력학회 2004년도 추계학술발표회 발표논문집
    • /
    • pp.1459-1460
    • /
    • 2004
  • An AHP-based framework for comprehensive comparison of several power technologies haas been developed. A questionnaire has been designed and is about to surveyed for extracting boty weight vectors and subjective evaluation values. The attitude of evaluator groups will be incorporated into these two types of quantification.

  • PDF