DocumentCode :
2494969
Title :
Reasoning algorithm of multi-value fuzzy causality diagram based on cause-effect possibility allocation
Author :
Liang, Xinyuan ; Shi, Qingxi ; Wang, Hongchun
Author_Institution :
Coll. of Comput. Sci., Chongqing Technol. & Bus. Univ., Chongqing
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
6871
Lastpage :
6876
Abstract :
This paper discussed the reasoning algorithm of multi-value fuzzy causality diagram (MFCD) because the previous research on FCD only aimed at single-value, without dealing with multi-value. With the discussing of reasoning problem of MFCD a guideline to solve the problem was introduced, and a normalization method of fuzzy probability of event state was proposed to preprocess data. Based on the idea of conversion of MFCD to single-value fuzzy causality diagram (SFCD), a reasoning algorithm of MFCD based on cause-effect possibility allocation was proposed to deal with the reasoning of MFCD. An example about fault diagnosis of a steam generator in the nuclear power plant demonstrated the effect of the reasoning algorithm of MFCD, and the result was coincident with the fact. The research shows that the reasoning algorithm of MFCD is so effective to solve the problem of MFCD for fault analysis and reasoning, its reasoning process is rigorous.
Keywords :
cause-effect analysis; fuzzy reasoning; probability; cause-effect possibility allocation; fault analysis; fault diagnosis; fuzzy probability; multivalue fuzzy causality diagram; normalization method; nuclear power plant; reasoning algorithm; reasoning process; single value fuzzy causality diagram; steam generator; Computer science; Couplings; Educational institutions; Fault diagnosis; Fuzzy control; Fuzzy reasoning; Fuzzy set theory; Guidelines; Power generation; Probability; Causality Diagram (CD); Cause-effect Possibility Allocation (CEPA); Fuzzy Number (FN); Multi-value Fuzzy Causality Diagram (MFCD); Reasoning Algorithm (RA);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
Type :
conf
DOI :
10.1109/WCICA.2008.4593978
Filename :
4593978
Link To Document :
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