• 제목/요약/키워드: Risk-informed methodology

검색결과 19건 처리시간 0.023초

A New Approach to Selection of Inspection Items using Risk Insight of Probabilistic Safety Assessment for Nuclear Power Plants

  • Park, Younwon;Kim, Hyungjin;Lim, Jihan;Choi, Seongsoo
    • 한국압력기기공학회 논문집
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    • 제14권2호
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    • pp.49-58
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    • 2018
  • The regulatory periodic inspection program (PSI) conducted at every overhaul period is the most important process for confirming the safety of nuclear power plants. The PSI for operating nuclear power plants in Korea mainly consist of component level performance check that had been developed based on deterministic approach putting the same degree of importance to all the inspection items. This inspection methodology is likely to be effective for preoperational inspection. However, once the plant is put into service, the PSI must be focused on whether to minimize the risk of accident using defense-in-depth concept and risk insight. The incorporation of defense-in-depth concept and risk insight into the deterministic based safety inspection has not been well studied so far. In this study, two track approaches are proposed to make sure that core damage be avoided: one is to secure success path and the other to block the failure path in a specific event tree of PSA. The investigation shows how to select safety important components and how to set up inspection group to ensure that core damage would not occur for a given initiating event, which results in strengthening defense-in-depth level 3.

불확실성 분석을 이용한 $^{99m}Tc$ 발생기 사용의 방사선위험도 평가 (Radiological Risk Assessment for $^{99m}Tc$ Generator using Uncertainty Analysis)

  • 장한기;김주연;이재기
    • Journal of Radiation Protection and Research
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    • 제29권2호
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    • pp.129-139
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    • 2004
  • 의료 및 산업체에서 중형방사선 선원의 사용증가는 정규 및 사고시 작업자와 일반인에 대해 방사선 노출의 위험을 초래한다. 본 연구에서는 중형 의료용 선원을 사용하는 $^{99m}Tc$ 발생기에 대한 위험도 평가를 수행하였다. 사건수목기법을 활용하여 국내 현실에 적합한 시나리오를 도출하였으며, 정규 및 사고시로 나누어 작업자와 일반인에 대해서 몬테칼로 기법에 의거한 불확실성 분석을 수행하였다. 아울러 위험도결과에 가장 영향을 미치는 인자를 알아보기 위해 5가지 독립변수에 대한 민감도 분석을 수행하였다. 빈도수의 기여로 인해 정규작업에 대한 위험도가 사고시 위험도보다 높게 평가되었다. $^{99m}Tc$ 발생기의 경우 정규작업 시 작업자 $0.6mSvy^{-1}$, 일반인 $0.014mSvy^{-1}$ 이며 사고시 작업자 $3.96mSvy^{-1}$, 일반인 $0.0016mSvy^{-1}$로 평가되었다. 정규작업 보다 사고시의 불확실성 범위가 10배 정도 더 높게 나타났다. 또한 민감도 분석 결과 선원의 강도, 작업거리, 작업시간이 위험도에 가장 영향을 미치는 인자로 나타났다. 이리한 위험도 평간 방법론과 결과는 중대형 선원에 대한 위험도 정보 활용 규제 (Risk-Informed Regulation)에 유용할 것으로 기대한다.

Optimal Bayesian MCMC based fire brigade non-suppression probability model considering uncertainty of parameters

  • Kim, Sunghyun;Lee, Sungsu
    • Nuclear Engineering and Technology
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    • 제54권8호
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    • pp.2941-2959
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    • 2022
  • The fire brigade non-suppression probability model is a major factor that should be considered in evaluating fire-induced risk through fire probabilistic risk assessment (PRA), and also uncertainty is a critical consideration in support of risk-informed performance-based (RIPB) fire protection decision-making. This study developed an optimal integrated probabilistic fire brigade non-suppression model considering uncertainty of parameters based on the Bayesian Markov Chain Monte Carlo (MCMC) approach on electrical fire which is one of the most risk significant contributors. The result shows that the log-normal probability model with a location parameter (µ) of 2.063 and a scale parameter (σ) of 1.879 is best fitting to the actual fire experience data. It gives optimal model adequacy performance with Bayesian information criterion (BIC) of -1601.766, residual sum of squares (RSS) of 2.51E-04, and mean squared error (MSE) of 2.08E-06. This optimal log-normal model shows the better performance of the model adequacy than the exponential probability model suggested in the current fire PRA methodology, with a decrease of 17.3% in BIC, 85.3% in RSS, and 85.3% in MSE. The outcomes of this study are expected to contribute to the improvement and securement of fire PRA realism in the support of decision-making for RIPB fire protection programs.

Preliminary Hazard Analysis: Assessment of New Component Interface Module Design for APR1400

  • Olaide, Adebena Oluwasegun;Jung, Jae Cheon;Choi, Moon Jae;Ngbede, Utah Michael
    • 시스템엔지니어링학술지
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    • 제17권1호
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    • pp.21-34
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    • 2021
  • The use of Field-Programmable Gate Arrays (FPGAs) in the development of safety-related Human-Machine Interface (HMI) systems has gained much momentum in nuclear applications. Recently, one of the application areas for the Advanced Power Reactor 1400 (APR1400) is in the development of the advanced Component Interface Module (CIM) of the Engineered Safety Features Actuation System (ESFAS). Using systems engineering approach, we have developed a new FPGA-based advanced CIM software. The first step of our software development process involves the Preliminary Hazard Analysis (PHA) based on the previous CIM design. In this paper, we describe the qualitative approach used in performing the preliminary hazard analysis. The paper presents the methodology for applying a modified Hazard and Operability (HAZOP) procedure for the conduct of PHA which resulted in a qualitative risk-ranking scheme that informed the decisions for the safety criteria in the requirements specification phase. The qualitative approach provided the justification for design changes during the advanced CIM software development process.

리스크정보 최적화를 통한 국내 연구용원자로의 안전성 향상 (Risk-Informed Optimization of Operation and Procedures for Korea Research Reactor)

  • 이윤환;장승철
    • 한국안전학회지
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    • 제37권2호
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    • pp.43-53
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    • 2022
  • This paper describes an attempt to improve and optimize the operational safety level of a domestic research reactor by conducting a probabilistic safety assessment (PSA) under full-power operating conditions. The PSA was undertaken to assess the level of safety at an operating research reactor in Korea, to evaluate whether it is probabilistically safe and reliable to operate, and to obtain insights regarding the requisite procedural and design improvements for achieving safer operation. The technical objectives were to use the PSA to identify the accident sequences leading to core damage, and to conduct sensitivity analyses based thereon to derive insights regarding potential design and procedural improvements. Based on the dominant accident sequences identified by the PSA, eight types of sensitivity analysis were performed, and relevant insights for achieving safer operation were derived. When these insights were applied to the reactor design and operating procedure, the risk was found to be reduced by approximately ten times, and the safety was significantly improved. The results demonstrate that the PSA methodology is very effective for improving reactor safety in the full-power operating phase. In particular, it is a highly suitable approach for identifying the deficiencies of a reactor operating at full power, and for improving the reactor safety by overcoming those deficiencies.

NEI 방법론을 적용한 중수로 주제어실의 화재안전정지분석에 관한 연구 (Study of Post-Fire Safe-Shutdown Analysis of a CANDU Main Control Room based on NEI 00-01 Methodology)

  • 김인환;임혁순;배연경
    • 한국화재소방학회논문지
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    • 제30권4호
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    • pp.20-26
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    • 2016
  • 원자력발전소의 화재방호 목적은 예방, 화재의 진압 및 영향을 완화하는 데 있으며, 화재가 발생하면 원자로를 안전하게 정지하여 유지하고 환경으로 방사성물질의 유출을 최소화하는 것이다. 미국의 원자력규제위원회는 10CFR50.48과 10CFR50 APP.R을 발행한 이래 지난 20여년간 화재방호와 관련하여 많은 일반 통신문(Generic Communications)을 발행하였으며, 미국원전 발전사업자(Nuclear Energy Institute)에서는 회로고장 해결을 위한 다중오동작과 관련된 결정론적 방법 등을 사용과 연계하여 위험도정보를 활용한 화재 안전정지분석 방법론을 개발하였다. 본 논문에서는 중수로원전의 주제어실 화재시 화재안전정지분석 방법론을 적용하여 안전정지용 한 계열의 안전관련 계통 및 기기가 손상되어도 원자로의 사고 후 안전정지를 달성하고 유지함을 확인하였다.

RELIABILITY DATA UPDATE USING CONDITION MONITORING AND PROGNOSTICS IN PROBABILISTIC SAFETY ASSESSMENT

  • KIM, HYEONMIN;LEE, SANG-HWAN;PARK, JUN-SEOK;KIM, HYUNGDAE;CHANG, YOON-SUK;HEO, GYUNYOUNG
    • Nuclear Engineering and Technology
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    • 제47권2호
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    • pp.204-211
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    • 2015
  • Probabilistic safety assessment (PSA) has had a significant role in quantitative decision-making by finding design and operational vulnerabilities and evaluating cost-benefit in improving such weak points. In particular, it has been widely used as the core methodology for risk-informed applications (RIAs). Even though the nature of PSA seeks realistic results, there are still "conservative" aspects. One of the sources for the conservatism is the assumptions of safety analysis and the estimation of failure frequency. Surveillance, diagnosis, and prognosis (SDP), utilizing massive databases and information technology, is worth highlighting in terms of its capability for alleviating the conservatism in conventional PSA. This article provides enabling techniques to solidify a method to provide time- and condition-dependent risks by integrating a conventional PSA model with condition monitoring and prognostics techniques. We will discuss how to integrate the results with frequency of initiating events (IEs) and probability of basic events (BEs). Two illustrative examples will be introduced: (1) how the failure probability of a passive system can be evaluated under different plant conditions and (2) how the IE frequency for a steam generator tube rupture (SGTR) can be updated in terms of operating time. We expect that the proposed model can take a role of annunciator to show the variation of core damage frequency (CDF) depending on operational conditions.

심장수술 대상자에서 선별 검사로서 두경부 MRA (Magnetic Resonance Angiographic Evaluation as a Screening Test for Patients who are Scheduled for Cardiac Surgery)

  • 서종희;최시영;김용환
    • Journal of Chest Surgery
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    • 제41권6호
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    • pp.718-723
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    • 2008
  • 배경: 최근 20년간 수술적인 기법, 마취 기술, 심폐기 운용, 중환자실 관리의 발전으로 심장수술의 사망률과 합병증은 상당히 감소하였지만 심장수술이 중추신경계에 상당한 위험 요소가 되는 것은 널리 알려진 바이다. 이 연구는 두경부 MRA를 통해 심장 수술 대상자에서 불현성 뇌혈관계 질환의 유병률과 두경부 MRA 상에서 비정상적인 소견을 보인 환자의 치료 방침의 변화를 알아보고자 하였다. 대상 및 방법: 2005년 10월부터 2008년 6월까지 두경부 MRA 촬영에 동의한 107명의 심장수술 예정자(21세에서 83세까지의 연령분포를 보인 남자 71명과 여자 36명)를 대상으로 하였다. 이 환자들 중에서 신경학적인 고위험군의 비율과 그 환자들의 치료 방침의 변화를 관찰하였다. 결과: 신경학적으로 고위험군 환자의 비율은 15.7% (17예)였으며, 이중 11예는 허혈성 심질환, 6예는 판막 질환이였으며, 이 중 2예의 환자만이 이전에 신경학적인 병력이 있었다. 14명(13.1%)의 환자에서 치료 방침에 변화가 있었다. 결론: 심장수술 대상자에 있어 불현성 뇌혈관계 질환은 비교적 높은 것으로 생각되며, 이를 밝히는 데 있어 두경부 MRA가 의미 있는 것으로 생각된다.

Status Quo Bias in Ocean Marine Insurance and Implications for Korean Trade

  • Jung, Hongjoo;Lim, Soyoung
    • Journal of Korea Trade
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    • 제25권5호
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    • pp.39-57
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    • 2021
  • Purpose - This research uses ocean marine insurance (OMI) statistics, international emails, focus-group interviews, and surveys to fill the gap between the theory of behavioral insurance, particularly status quo bias (SQB), and the practice of OMI in Korea. The contractual forms of OMI, the oldest and most globalized form of commercial insurance, were developed in the UK as the Institute Cargo Clauses in 1906 and revised in 1963, 1982, and 2009. SQB has been academically explored, mostly in health insurance and the financial services sector, but never in OMI. Thanks to the availability of OMI statistics in Korea, we can conduct SQB research here for the first time in this field. Design/methodology - We show the existence of SQB in the OMI of Korea through Korean statistics between 2009 and 2018, email correspondence with experts in the UK, Germany, and Japan, focus-group interviews with Korean OMI underwriters, an in-depth interview with one underwriter, and a survey of 15 OMI insureds (company representatives). Findings - We find that Korean foreign traders rely on the old-type OMI contracts developed in 1963, whereas other industrialized countries use the newest type of OMI contract developed in 2009. With a simple loss ratio analysis during 2009-2018, we show that the behavior of insurers has little to do with rational profit maximization and is instead driven by irrational bias, as they forgo the more profitable contracts provided by the new clauses by keeping the old clauses. The consistent addiction to old types of contracts in the OMI market suggests strong SQB among Korean exporters, importers, bankers, or insurers, which we confirmed in our interviews and survey. Originality/value - This research has significant originality and academic value because it reports new findings with crucial implications for the development of efficient trade practices and policy. First, this research is based on actual statistics that have not been used in previous Korean research on OMI. Second, this research shows that all-risk OMI policies provide more value to insureds, in terms of coverage given premium, than partial coverage policies, which differs from arguments previously made in Korea. Third, this research reveals strong SQB in Korea, where foreign trade plays a pivotal role in economic growth. That bias could be attributable to uninformed traders, informed but idle insurers, or conservative bankers. Fourth, to further develop foreign trade, policy initiatives are needed to review the current practices of OMI contracts and move forward with the new contract forms. All of these findings and arguments are both new and important.