AN INTELLIGENT SYSTEM BY FUZZY RELIABILITY ALGORITHM IN FAULT TREE ANALYSIS FOR NUCLEAR POWER PLANT PROBABILISTIC SAFETY ASSESSMENT

被引:7
|
作者
Purba, Julwan Hendry [1 ]
Lu, Jie [2 ]
Zhang, Guangquan [2 ]
机构
[1] Natl Nucl Energy Agcy Indonesia BATAN, Ctr Nucl Reactor Safety & Technol, Gd 80 Kawasan Puspiptek Setu, Banten 15310, Indonesia
[2] Univ Technol Sydney, Fac Engn & Informat Technol, Ctr Quantum Comp & Intelligent Syst, Decis Syst & e Serv Intelligence Lab,Sch Software, Broadway, NSW 2007, Australia
基金
澳大利亚研究理事会;
关键词
Fault tree analysis; probabilistic safety assessment; nuclear power plant; fuzzy reliability algorithm; InFaTAS-NuSA;
D O I
10.1142/S1469026814500175
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Fault tree analysis for nuclear power plant probabilistic safety assessment is an intricate process. Personal computer-based software systems have therefore been developed to conduct this analysis. However, all existing fault tree analysis software systems only accept quantitative data to characterized basic event reliabilities. In real-world applications, basic event reliabilities may not be represented by quantitative data but by qualitative justifications. The motivation of this work is to develop an intelligent system by fuzzy reliability algorithm in fault tree analysis, which can accept not only quantitative data but also qualitative information to characterized reliabilities of basic events. In this paper, a newly-developed system called InFaTAS-NuSA is presented and its main features and capabilities are discussed. To benchmark the applicability of the intelligent concept implemented in InFaTAS-NuSA, a case study is performed and the analysis results are compared to the results obtained from a well-known fault tree analysis software package. The results confirm that the intelligent concept implemented in InFaTAS-NuSA can be very useful to complement conventional fault tree analysis software systems.
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页数:15
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