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Using PoF models to predict system reliability considering failure collaboration 被引量:8

Using PoF models to predict system reliability considering failure collaboration
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摘要 Existing Physics-of-Failure-based (PoF-based) system reliability prediction methods are grounded on the independence assumption, which overlooks the dependency among the compo- nents. In this paper, a new type of dependency, referred to as failure collaboration, is introduced and considered in reliability predictions. A PoF-based model is developed to describe the failure behavior of systems subject to failure collaboration. Based on the developed model, the Bisection-based Reliability Analysis Method (BRAM) is exploited to calculate the system reliability. The developed methods are applied to predicting the reliability of a Hydraulic Servo Actuator (HSA). The results demonstrate that the developed methods outperform the traditional PoF-based reliability prediction methods when applied to systems subject to failure collaboration. Existing Physics-of-Failure-based (PoF-based) system reliability prediction methods are grounded on the independence assumption, which overlooks the dependency among the compo- nents. In this paper, a new type of dependency, referred to as failure collaboration, is introduced and considered in reliability predictions. A PoF-based model is developed to describe the failure behavior of systems subject to failure collaboration. Based on the developed model, the Bisection-based Reliability Analysis Method (BRAM) is exploited to calculate the system reliability. The developed methods are applied to predicting the reliability of a Hydraulic Servo Actuator (HSA). The results demonstrate that the developed methods outperform the traditional PoF-based reliability prediction methods when applied to systems subject to failure collaboration.
出处 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第5期1294-1301,共8页 中国航空学报(英文版)
基金 supported by the National Natural Science Foundation of China (No.61573043) supported by National Natural Science Foundation of China (No.51675025)
关键词 DEPENDENCY Failure collaboration Physics-of-failure Reliability modeling Reliability prediction Dependency Failure collaboration Physics-of-failure Reliability modeling Reliability prediction
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  • 1[日]盐见弘 著,杨家铿等.失效物理基础[M]科学出版社,1982.

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