Title :
Design the reasoning process of EDDM by fuzzy rule-based method
Author :
Lu, Wen-Bin ; Ting, Yung ; Chen, Chih-Ho ; Wang, Gi-Kai
Author_Institution :
Dept. of Mechanical Eng., Chung Yuan Christian Univ., Chung-li, Taiwan
Abstract :
In this article, the reasoning process by use of fuzzy inference is developed based on the previously proposed error detection and diagnosis mechanism (EDDM) for fault-tolerant system. The detection mechanism employs the hook process to retrieve the message in and between the various application programs and the operating system, and detects whether the AP failed. The diagnosis mechanism with the reasoning process can identify the failure cause of the message, and make inferential prediction on the executing application program as to determine whether there is any trend toward failure. Fuzzy inference method for failure event including definition of fuzzy set and linguistic variables, design of fuzzy rules and evaluation of fuzzy result, etc. is investigated.
Keywords :
error detection; fault tolerance; fuzzy reasoning; fuzzy set theory; EDDM; diagnosis mechanism; error detection; fault-tolerant system; fuzzy inference; fuzzy rule-based method; fuzzy rules; fuzzy set; hook process; linguistic variables; reasoning process; Fault detection; Fault diagnosis; Fault tolerant systems; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Hardware; Mechanical engineering; Operating systems; Process design;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1400679