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Fault Diagnosis and Reliability Analysis Using Fuzzy Logic Method

Fault Diagnosis and Reliability Analysis Using Fuzzy Logic Method
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摘要 A new fuzzy logic fault diagnosis method is proposed. In this method, fuzzy equations are employed to estimate the component state of a system based on the measured system performance and the relationship between component state and system performance which is called as “performance-parameter” knowledge base and constructed by expert. Compared with the traditional fault diagnosis method, this fuzzy logic method can use human's intuitive knowledge and dose not need a precise mapping between system performance and component state. Simulation proves its effectiveness in fault diagnosis. Then, the reliability analysis is performed based on the fuzzy logic method. A new fuzzy logic fault diagnosis method is proposed. In this method, fuzzy equations are employed to estimate the component state of a system based on the measured system performance and the relationship between component state and system performance which is called as “performance-parameter” knowledge base and constructed by expert. Compared with the traditional fault diagnosis method, this fuzzy logic method can use human's intuitive knowledge and dose not need a precise mapping between system performance and component state. Simulation proves its effectiveness in fault diagnosis. Then, the reliability analysis is performed based on the fuzzy logic method.
出处 《Journal of Southwest Jiaotong University(English Edition)》 2006年第1期97-103,共7页 西南交通大学学报(英文版)
基金 TheNationalNatureScienceFundationofChina(No.60474022)
关键词 Fault diagnosis RELIABILITY Fuzzy system Fault diagnosis Reliability Fuzzy system
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