EVALUATING HUMAN RELIABILITY USING FUZZY RELATION

被引:20
作者
LIANG, GS
WANG, MJJ
机构
[1] Department of Industrial Engineering, National Tsing Hua University, Hsinchu
来源
MICROELECTRONICS AND RELIABILITY | 1993年 / 33卷 / 01期
关键词
D O I
10.1016/0026-2714(93)90046-2
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this study, a Fuzzy Success Index Method (FSIM) is developed to estimate human reliability. It first uses the fuzzy MCDM technique to aggregate the weightings and the success influence ratings of various PSFs in the task situation to obtain the Fuzzy Success lndex (FSI) which represents the decision-makers' belief of the effect of various PSFs to the task success. By considering that the pooled discrete fuzzy subset of the FSI as the causal event and the known human reliability as the resultant event, a fuzzy relation between the two events of a reference task can be obtained. After evaluating the FSI of the assessing task, the fuzzy composition of the discrete fuzzy subset of the FSI and the fuzzy relation can be used to estimate the task's human reliability. This method can take into account the variability of human performance as well as the biases inherent within individual judgment.
引用
收藏
页码:63 / 80
页数:18
相关论文
共 36 条
[21]  
Schmucker K.J., 1984, FUZZY SETS NATURAL L
[22]  
SEAVER DA, 1983, NUREGCR2743 DEC SCI
[23]  
SHARIT J, 1988, INT J IND ERGONOMICS, V2, P111
[24]  
SIEGEL AI, 1984, NUREGCR3626 APPL PSY, V1
[25]   A FUZZY SET APPROACH TO FAULT TREE AND RELIABILITY-ANALYSIS [J].
SINGER, D .
FUZZY SETS AND SYSTEMS, 1990, 34 (02) :145-155
[26]   FAULT-TREE ANALYSIS BY FUZZY PROBABILITY [J].
TANAKA, H ;
FAN, LT ;
LAI, FS ;
TOGUCHI, K .
IEEE TRANSACTIONS ON RELIABILITY, 1983, 32 (05) :453-457
[27]   HUMAN RELIABILITY AND SAFETY EVALUATION OF MAN-MACHINE SYSTEMS [J].
TERANO, T ;
MURAYAMA, Y ;
AKIYAMA, N .
AUTOMATICA, 1983, 19 (06) :719-722
[28]   A LINGUISTIC APPROACH TO DECISION-MAKING WITH FUZZY-SETS [J].
TONG, RM ;
BONISSONE, PP .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1980, 10 (11) :716-723
[29]  
WOLLS DJ, 1980, NUCL ENG DES, V61, P93
[30]   CONCEPT OF A LINGUISTIC VARIABLE AND ITS APPLICATION TO APPROXIMATE REASONING .2. [J].
ZADEH, LA .
INFORMATION SCIENCES, 1975, 8 (04) :301-357