Reliability Analysis and Redundancy Allocation for a One-Shot System Containing Multifunctional Components

Yiwen Xu, Haitao Liao

Research output: Contribution to journalArticlepeer-review

17 Scopus citations

Abstract

Enabling more than one function in a component provides a new cost-effective way to develop a highly reliable system. In this paper, we study the reliability of a one-shot system containing multifunctional components. Such systems have attracted increasing attention in many areas, such as ad hoc sensor networks. We derive the expressions for system reliability and reliability of each function, and formulate a redundancy allocation problem (RAP) with the objective of maximizing system reliability. Unlike constructing a system with single-functional components, the number of copies of a specific function to be included in each multifunctional component (i.e., functional redundancy) needs to be determined as part of the design. Moreover, a start-up strategy for turning on specific functions in these components must be decided prior to system operation. We develop a heuristic algorithm and include it in a two-stage genetic algorithm (GA) to solve the new RAP. We also apply a Tabu search (TS) method for solving such NP-hard problems. Our numerical studies illustrate that the two-stage GA and the TS method are quite effective in searching for high-quality solutions.

Original languageEnglish (US)
Article number7300450
Pages (from-to)1045-1057
Number of pages13
JournalIEEE Transactions on Reliability
Volume65
Issue number2
DOIs
StatePublished - Jun 2016
Externally publishedYes

Keywords

  • Heuristic-enhanced GA
  • RAP
  • Tabu search
  • multifunctional components
  • one-shot system
  • system reliability

ASJC Scopus subject areas

  • Safety, Risk, Reliability and Quality
  • Electrical and Electronic Engineering

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