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A failure polymorphism theory for system reliability modeling considering failure mechanisms correlativity

科研成果: 会议稿件论文同行评审

摘要

There is a 'polymorphism' phenomenon in biology, which means individuals evolve to two or more clearly different phenotypes in the same population of a species, as a result of internal species gene and external environment condition. A similar 'failure polymorphism' phenomenon exists in complex systems. The failure modes in a complex system originate from different failure mechanisms. Failure mechanism is the root cause of product failure, and experts are used to paying attention to failure dependence problem by studying the failure behavior, few researches is conducted from the failure mechanisms correlation perspective. In this paper, polymorphism related concepts are incorporated into reliability field, new definitions of failure polymorphism are discussed, and Bayesian framework is introduced to tackle the problems of uncertainty factors and dynamic evaluation. Based on physics of failure (PoF), the paper presents a system-level reliability evaluation method considering the mechanisms correlativity.

源语言英语
出版状态已出版 - 2017
活动Society for Machinery Failure Prevention Technology Annual Conference 2017: 50 Years of Failure Prevention Technology Innovation, MFPT 2017 - Virginia Beach, 美国
期限: 16 5月 201718 5月 2017

会议

会议Society for Machinery Failure Prevention Technology Annual Conference 2017: 50 Years of Failure Prevention Technology Innovation, MFPT 2017
国家/地区美国
Virginia Beach
时期16/05/1718/05/17

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