MDD-based reliability analysis of multi-state system with common bus performance sharing

This paper considers a reliability model for multi-state systems (MSS) with common bus performance sharing. The MSS consists of heterogeneous components with different performance and demand levels and a common bus performance redistribution system. Each component may degrade and thus have different performance levels to satisfy its own random demand. If one component has performance that exceeds its demand, the redundant performance can be redistributed through the common bus with limited capacity to components with performance deficiency. The entire system fails if there are components with deficit performance after the performance sharing. A new analytical method based on multi-valued decision diagrams (MDD) is suggested to evaluate the reliability of the considered MSS. The MDD method encompasses an efficient model generation algorithm with top-down truncation operation rules based on components’ surplus and deficit performance. Furthermore, case studies and benchmark research are presented to demonstrate the applicability and efficiency of the proposed approach, as compared to the existing method.

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Publication Details

Journal
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
Published
2024-11-21
DOI
https://doi.org/10.1177/1748006x241293841
Primary Topic
Reliability and Maintenance Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

MDD-based reliability analysis of multi-state system with common bus performance sharing

Jia Xue, Rui Peng, Yuchang Mo, Tianyuan Zhang et al.
Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
Reliability and Maintenance Optimization
article

MDD-based reliability analysis of multi-state system with common bus performance sharing

Jia Xue, Rui Peng, Yuchang Mo, Tianyuan Zhang, Liudong Xing
article en

Abstract

This paper considers a reliability model for multi-state systems (MSS) with common bus performance sharing. The MSS consists of heterogeneous components with different performance and demand levels and a common bus performance redistribution system. Each component may degrade and thus have different performance levels to satisfy its own random demand. If one component has performance that exceeds its demand, the redundant performance can be redistributed through the common bus with limited capacity to components with performance deficiency. The entire system fails if there are components with deficit performance after the performance sharing. A new analytical method based on multi-valued decision diagrams (MDD) is suggested to evaluate the reliability of the considered MSS. The MDD method encompasses an efficient model generation algorithm with top-down truncation operation rules based on components’ surplus and deficit performance. Furthermore, case studies and benchmark research are presented to demonstrate the applicability and efficiency of the proposed approach, as compared to the existing method.

Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability
University of Massachusetts Dartmouth (US), Huaqiao University (CN), Beijing University of Technology (CN), Graphic Era University (IN)
National Natural Science Foundation of China
Openalex Percentile: Top 75%
Reliability and Maintenance Optimization
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