A Multi-Objective Multi-State Degraded System to Optimize Maintenance/Repair Costs and System Availability

Authors

1 Assistant Professor

2 Department of Industrial Engineering, Faculty of Engineering, Tarbiat Modares University

3 Esfarayen University of technology

4 University of Kashan

Abstract

In this study, a multi-state degraded system is studied, where status of system is degrading over time continuously. As time progresses, system may either deteriorate gradually and go to lower performance state or it may fail suddenly. If the system fails, some repairs are carried out to restore the system to the previous state. When the inspections revealed that the system has reached its last acceptable state, a PM is carried out to restore the system to the higher performance states. The goal is to find the optimal PM level so that the mean availability of the system is maximized and the total cost of the system is minimized. In this regard, Markov process is employed to represent different states of system. An integrated optimization approach is also suggested based on the desirability function statistical approach. The suggested aggregation method is robust to the potential dependency between the total cost and the mean availability. It also ensures that both objective functions fall in decision maker’s acceptable region. In order to show the efficiency of the proposed approach, a numerical example is presented and analyzed.

Keywords

Scientia Iranica
Volume 24, Issue 1 - Serial Number 1
Transactions on Industrial Engineering (E)
February 2017
Pages 355-363

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History

  • Receive Date: 17 May 2015
  • Revise Date:
  • Accept Date: 27 July 2017

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