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
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