Gan, W.; Tang, J. Multi-Performance Degradation System Reliability Analysis with Varying Failure Threshold Based on Copulas. Symmetry2024, 16, 57.
Gan, W.; Tang, J. Multi-Performance Degradation System Reliability Analysis with Varying Failure Threshold Based on Copulas. Symmetry 2024, 16, 57.
Gan, W.; Tang, J. Multi-Performance Degradation System Reliability Analysis with Varying Failure Threshold Based on Copulas. Symmetry2024, 16, 57.
Gan, W.; Tang, J. Multi-Performance Degradation System Reliability Analysis with Varying Failure Threshold Based on Copulas. Symmetry 2024, 16, 57.
Abstract
This paper investigated reliability modeling for systems subject to dependent competing risks considering that the variation of failure threshold is not considered in most studies on competing failure reliability. Firstly, the variation of degradation quantity under shocks was analyzed, and the variation of threshold was considered on this basis. Secondly, the cumulative degradation under the influence of the random shock process was analyzed. The attractive property of copula is symmetry. Then, A linear Wiener process model is applied to model performance degradation failure, and a multi-performance-degradation correlated-competition model based on a Copula function is constructed, which considers the correlated competition between multiperformance degradation failures. Lastly, the micromotor system is used to analyze the applicability of the proposed model for bivariate instances. demonstrating the rationality and effectiveness of the proposed model.
Keywords
Linear Wiener process；Multi-Performance-Degradation；Competitive Failure；Copula Function; Variation of Failure Threshold.
Subject
Engineering, Safety, Risk, Reliability and Quality
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
