Failure behavior of multi-state system considering functional and physical isolation effects. (October 2022)

• Record Type: Journal Article
• Authors: Chen, Ying; Wang, Ze; Wang, Yanfang; Kang, Rui
• Is Part Of: Proceedings of the Institution of Mechanical Engineers. Volume 236:Number 5(2022)
• Page Start: 751
• Page End: 760
• Publication Date: 2022-10
• Subjects: Physical isolation effect -- multi-threshold degradation -- decision diagram modeling; Reliability (Engineering) -- Mathematical models -- Periodiclals; Risk assessment -- Mathematical models -- Periodicals; Engineering design -- Mathematical models -- Periodicals; 620.00452
• DOI: 10.1177/1748006X211041848
• Languages: English
• ISSNs: 1748-006X

Abstract

The multi-state system (MSS) is a system that may exhibit multiple states or performance levels. Most existing studies assumed that the transition probabilities from states to states are known. However, in practical engineering, the complex stress conditions lead to great difficulty of collecting the statistical data of state transitions. In this paper, based on physics-of-failure theory, we consider different levels of damages caused by failure mechanisms (FMs) are the main reasons to components' multiple states. Besides, the physical isolation (PI) effect on degradations of FMs is also studied, which is neglected in the existing studies about the MSS with functional dependence groups. Decision-diagram based methods are used for modeling the failure behavior of the MSS. An automatic collision avoidance system is analyzed for illustrating the proposed modeling and analyzing methods. The results show that comparing to the results without the consideration of PI effect, the probabilities of different states with PI effect of multi-state components and system may decrease or increase, which depends on the actual PI effects to the stress conditions.