Multiple-valued Decision Diagrams for Multi-State System Performability Analysis

Author(s): Yuhuan Gong*, Yuchang Mo

Journal Name: Recent Patents on Engineering

Volume 15 , Issue 1 , 2021

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Abstract:

Background: In a multi-state system, either the entire system or its components will have more than two states. Different kind of multi-state systems have been investigated, such as multistate series-parallel systems, multi-state k-out-of-n systems and multi-state linear consecutive-k-outof- n systems.

Methods: Performability analysis is concerned with the calculation of probability distribution of different system performance levels. In this paper, Multi-valued Decision Diagram (MDD) based approaches are discussed to conduct the performability analysis of multi-state systems.

Results: Examples are provided to illustrate the use of MDD approaches for three types of multistate systems, e.g. multi-state series-parallel systems, multi-state k-out-of-n systems and multi-state linear consecutive-k-out-of-n systems.

Conclusion: The empirical results show that the MDD approaches have lower computational complexity than the traditional methods in model generation and evaluation.

Keywords: Multi-state system, performability analysis, multi-valued decision diagram, series-parallel system, k-out-of-n, linear consecutive-k-out-of-n.

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Article Details

VOLUME: 15
ISSUE: 1
Year: 2021
Page: [37 - 44]
Pages: 8
DOI: 10.2174/1872212114999200423114915
Price: $95

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