A maintenance design of connected-(r,s)-out-of-(m,n):F system using simulated annealing

A maintenance design of connected-(r,s)-out-of-(m,n):F system using simulated annealing

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Article ID: iaor2009871
Country: South Korea
Volume: 34
Issue: 1
Start Page Number: 98
End Page Number: 107
Publication Date: Mar 2008
Journal: Journal of the Korean Institute of Industrial Engineers
Authors: , ,
Keywords: optimization: simulated annealing
Abstract:

The purpose of this paper is to present an optimization scheme that aims at minimizing the expected cost per unit time. This study considers a linear connected-(r,s)-out-of-(m,n):F lattice system whose components are ordered like the elements of a linear (m,n)-matrix. We assume that all components are in the state 1 (operating) or 0 (failed) and identical and s-independent. The system fails whenever at least one connected (r,s)-submatrix of failed components occurs. To find the optimal threshold of maintenance intervention, we use a simulated annealing algorithm for the cost optimization procedure. The expected cost per unit time is obtained by Monte Carlo simulation.

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