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Antonio César Ferreira Guimarães Celso Marcelo Franklin Lapa Maria de Lourdes Moreira 《Nuclear Engineering and Design》2011,241(9):3967-3976
A fuzzy inference system (FIS) modeling technique to treat a nuclear reliability engineering problem is presented. Recently, many nuclear power plants (NPPs) have performed a shift in technology to digital systems due to analog obsolescence and digital advantages. The fuzzy inference engine uses these fuzzy IF-THEN rules to determine a mapping of the input universe of discourse over the output universe of discourse based on fuzzy logic principles. The risk priority number (RPN) (typical of a traditional failure mode and effects analysis - FMEA) is calculated and compared to fuzzy risk priority number (FRPN), obtained by the use of the scores from expert opinions. It was adopted the digital feedwater control system as a practical example in the case study. The results demonstrated the potential of the inference system to this class of problem. 相似文献
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This paper explains a Zero-suppressed Binary Decision Diagram (ZBDD) algorithm and introduces advanced ZBDD algorithm-based features that are implemented into a fault tree solver Fault Tree Reliability Evaluation eXpert (FTREX). The ZBDD algorithm and its advanced features have been developed for solving a fault tree in Probabilistic Safety Assessment (PSA) of a nuclear power plant. The ZBDD can be interpreted as a factorized structure of minimal cut sets (MCSs). A ZBDD algorithm was developed in 2004 for performing a Boolean operation of ZBDDs. The ZBDD algorithm is based on a set of new ZBDD operation formulae. The ZBDD algorithm is known as an efficient replacement of a cutset-based algorithm that is based on traditional Boolean algebra.This paper explains how to perform a delete-term operation and a rule-based post-processing of MCSs by the ZBDD algorithm and demonstrates the efficiency of the ZBDD algorithm by performing benchmark tests. By using the ZBDD algorithm in this study, a long run time for (1) solving a fault tree, (2) performing a delete-term operation to handle negates, and (3) performing a rule-based post-processing of MCSs could be significantly reduced. Since the ZBDD algorithm is based on the factorized form of MCSs, it uses much less memory than the cutset-based algorithm.Due to the small memory requirement of the ZBDD algorithm from solving a fault tree to performing a rule-based post-processing, a much smaller truncation limit can be used than that in the cutset-based algorithm. By lowering the truncation limit, accurate PSA results such as a core damage frequency and importance measures could be calculated by the ZBDD algorithm. 相似文献
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《Packaging, Transport, Storage and Security of Radioactive Material》2013,24(3-4):205-211
AbstractA study has been undertaken to provide a detailed understanding of the radiological and non-radiological risks associated with the transpott of radioactive waste from the sites at which waste is produced in the UK to a proposed deep repository at Sellafield, and to ensure that these risks meet the design targets specified by Nirex. The routine transport collective dose to members of the public was assessed to be 0.2 man.Sv per year, which is only about 0.004% of the natural background dose. Accident frequencies were calculated using event tree methodology. The radiological consequences of accidents were assessed using the probablistic computer code CONDOR. The risk expectation value was calculated to be 1.5 × 10?5 ? 8.6 × 10?6 latent cancer fatalities per year (depending on the transport mode scenario). These values are significantly lower than the corresponding prediciions for non-radiological accident fatality rates, 0.05 ? 0.035 fatalities per year. The radiological accident risk for the most exposed individual member of the public was assessed to be 5 × 10?11 ? 1.7 × 10?11 per year, very much less than the Nirex target of 5 × 10?7 per year. Plots of societal risk were shown to lie in the region of ‘negligible risk’, as defined by the UK Health and Safety Commission for non-radioactive dangerous goods transport. 相似文献
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概率安全评价(PSA)是核能安全分析领域的两大分析方法之一。本文从PSA概念入手,首先从理论基础、分析视角等多个方面比较了确定论和概率论2种分析方法的差异;其次,梳理PSA在核能安全分析领域的历史进程,通过回顾PSA在技术和法规上的变化,展示了PSA与核能安全在提升过程中相互促进的关系;再次,阐释PSA技术在风险量化预测、平衡安全设计、安全决策、安全监管方面的应用,并通过华龙一号(HPR1000)的实例展示了PSA在核能安全分析中的具体应用方式。最后,对PSA技术未来的发展方向进行了预测,指出确定论和概率论2种分析方法将深入融合,PSA分析从安全目标向任务目标转移、从静态向动态转换、从认知向感知转换的发展方向。 相似文献
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本文概述了AP-1000的概率安全评价(PSA)及其若干相关问题,如:AP-1000设计平衡、非安全级能动系统的管理"待遇"等问题. 相似文献
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The computation of the reliability of a thermal-hydraulic (T-H) passive system of a nuclear power plant can be obtained by (i) Monte Carlo (MC) sampling the uncertainties of the system model and parameters, (ii) computing, for each sample, the system response by a mechanistic T-H code and (iii) comparing the system response with pre-established safety thresholds, which define the success or failure of the safety function. The computational effort involved can be prohibitive because of the large number of (typically long) T-H code simulations that must be performed (one for each sample) for the statistical estimation of the probability of success or failure. The objective of this work is to provide operative guidelines to effectively handle the computation of the reliability of a nuclear passive system. Two directions of computation efficiency are considered: from one side, efficient Monte Carlo Simulation (MCS) techniques are indicated as a means to performing robust estimations with a limited number of samples: in particular, the Subset Simulation (SS) and Line Sampling (LS) methods are identified as most valuable; from the other side, fast-running, surrogate regression models (also called response surfaces or meta-models) are indicated as a valid replacement of the long-running T-H model codes: in particular, the use of bootstrapped Artificial Neural Networks (ANNs) is shown to have interesting potentials, including for uncertainty propagation. The recommendations drawn are supported by the results obtained in an illustrative application of literature. 相似文献
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The internal events of nuclear power plant are complex and include equipment maintenance, equipment damage etc. These events
will affect the probability of the current risk level of the system as well as the reliability of the equipment parameter
values so such kind of events will serve as an important basis for systematic analysis and calculation. This paper presents
a method for reliability parameters calculation and their updating. The method is based on binomial likelihood function and
its conjugate beta distribution. For update parameters Bayes’ theorem has been selected. To implement proposed method a computer
base program is designed which provide help to estimate reliability parameters. 相似文献
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V. G. Verezemskii 《Atomic Energy》2002,93(4):800-807
Information about the actual history of cyclic loading in the actual state of the metal in equipment components must be used for analyzing the safety of power-generating units in operating nuclear power plants, in preparation for service-life extension, and to determine the moment of onset of rapid aging of the metal and the end of the period of stable operation.The properties of the exponential distribution function and probability functions which are constructed for various loading scenarios using the hypothesis of probabilistic summation of fatigue damage for estimating the -percentage residual service life of equipment components are examined.Probabilistic estimates of the service life for operating nuclear power plants make it possible to control effectively the residual service life of the components of a nuclear power plant on the basis of information provided by the diagnostics systems and by the systems monitoring the state of the metal and the data on loading parameters from the control systems. 相似文献
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《Annals of Nuclear Energy》2001,28(4):333-349
SMART (system-integrated modular advanced reactor) is a 330 MWt advanced integral PWR, which is under development at KAERI for seawater desalination and electricity generation. The conceptual design of the SMART desalination plant produces 40,000 m3/day of potable water and generates about 90 MW of electricity, which are assessed as sufficient for a population of about 100,000. The SMART enhances safety by adopting the inherent safety design features such as the elimination of large break loss of coolant accidents, substantially large negative moderator temperature coefficients, etc. In addition, the safety goals of the SMART are achieved through the adoption of passive engineered safety systems such as an emergency core cooling system, passive residual heat removal system, safeguard vessel, and reactor and containment overpressure protection systems. This paper describes the design concept of the major safety systems of the SMART and presents the results of the safety analyses using a MARS/SMR code for the major limiting accidents including transient behaviors due to desalination system disturbances. The analysis results employing conservative initial/boundary conditions and assumptions show that the safety systems of the SMART conceptual design adequately remove the core decay heat and mitigate the consequences of the limiting accidents, and thus secure the plant to a safe condition. 相似文献
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A methematical model of the operation of a VVéR-440 Du-500 pipeline is considered. The model is constructed on the basis of accumulation processes. Relations are obtained for the reliability and longevity indicators. The reliability and longevity indicators are estimated using real operating data for pipelines. 5 figures, 6 references. IATé. Translated from Atomnaya énergiya, Vol. 87, No. 6, pp. 469–475, December, 1999. 相似文献
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Incorporating reliability analysis into the design of passive cooling systems with an application to a gas-cooled reactor 总被引:1,自引:0,他引:1
Francisco J. Mackay George E. Apostolakis Pavel Hejzlar 《Nuclear Engineering and Design》2008,238(1):217-228
A time-dependent reliability evaluation of a two-loop passive decay heat removal (DHR) system was performed as part of the iterative design process for a helium-cooled fast reactor. The system was modeled using RELAP5-3D. The uncertainties in input parameters were assessed and were propagated through the model using Latin hypercube sampling. An important finding was the discovery that the smaller pressure loss through the DHR heat exchanger than through the core would make the flow to bypass the core through one DHR loop, if two loops operated in parallel. This finding is a warning against modeling only one lumped DHR loop and assuming that n of them will remove n times the decay power. Sensitivity analyses revealed that there are values of some input parameters for which failures are very unlikely. The calculated conditional (i.e., given the LOCA) failure probability was deemed to be too high leading to the identification of several design changes to improve system reliability. This study is an example of the kinds of insights that can be obtained by including a reliability assessment in the design process. It is different from the usual use of PSA in design, which compares different system configurations, because it focuses on the thermal–hydraulic performance of a safety function. 相似文献