Effects analysis fuzzy inference system in nuclear problems using approximate reasoning

被引:50
作者
Guimaraes, ACF [1 ]
Lapa, CMF [1 ]
机构
[1] CNEN, Inst Engn Nucl, Div Reatores, BR-21945970 Rio De Janeiro, Brazil
关键词
D O I
10.1016/S0306-4549(03)00173-7
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
In this paper a fuzzy inference system modeling technique applied on failure mode and effects analysis (FMEA) is introduced in reactor nuclear problems. This method uses the concept of a pure fuzzy logic system to treat the traditional FMEA parameters: probabilities of occurrence, severity and detection. The auxiliary feed-water system of a typical two-loop pressurized water reactor (PWR) was used as practical example in this analysis. The kernel result is the conceptual confrontation among the traditional risk priority number (RPN) and the fuzzy risk priority number (FRPN) obtained from experts opinion. The set of results demonstrated the great potential of the inference system and advantage of the gray approach in this class of problems. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:107 / 115
页数:9
相关论文
共 11 条
[1]  
BENDAYA M, 1993, INT J QUALITY RELIAB, V3, P43
[2]  
GILCHRIST W, 1993, INT J QUALITY RELIAB, V10, P11
[3]   A new methodology for the study of FAC phenomenon based on a fuzzy rule system [J].
Guimaraes, ACF .
ANNALS OF NUCLEAR ENERGY, 2003, 30 (07) :853-864
[4]  
Klir G, 1995, Fuzzy Sets and Fuzzy Logic: Theory and Applications, V4
[5]   EXPERIMENT IN LINGUISTIC SYNTHESIS WITH A FUZZY LOGIC CONTROLLER [J].
MAMDANI, EH ;
ASSILIAN, S .
INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1975, 7 (01) :1-13
[6]  
*MATL 6, 2000, US GUID FUZZ LOG TOO
[7]   Modified failure mode and effects analysis using approximate reasoning [J].
Pillay, A ;
Wang, J .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2003, 79 (01) :69-85
[8]  
Stamatis D. H., 1995, FAILURE MODE EFFECTS, V2nd
[9]  
Wang LX, 1993, ADAPTIVE FUZZY SYSTE
[10]   Fuzzy assessment of FMEA for engine systems [J].
Xu, K ;
Tang, LC ;
Xie, M ;
Ho, SL ;
Zhu, ML .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2002, 75 (01) :17-29