4.7 Article

An imperfect maintenance policy for mission-oriented systems subject to degradation and external shocks

Journal

COMPUTERS & INDUSTRIAL ENGINEERING
Volume 102, Issue -, Pages 21-32

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cie.2016.10.008

Keywords

Imperfect maintenance; Mission-oriented system; Natural degradation; External shocks; Reliability constraint

Funding

  1. City University of Hong Kong [9380058]
  2. National Natural Science Foundation of China [71371163]

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This paper develops a maintenance model for mission-oriented systems subject to natural degradation and external shocks. For mission-oriented systems which are used to perform safety-critical tasks, maintenance actions need to satisfy a range of constraints such as availability/reliability, maintenance duration and the opportunity of maintenance. Additionally, in developing maintenance policy, one needs to consider the natural degradation due to aging and wearing along with the external shocks due to variations of the operating environment. In this paper, the natural degradation is modeled as a Wiener process and the arrival of random shock as a homogeneous Poisson process. The damage caused by shocks is integrated into the degradation process, according to the cumulative shock model. Improvement factor model is used to characterize the impact of maintenance actions on system restoration. Optimal maintenance policy is obtained by minimizing the long-run cost rate. Finally, an example of subsea blowout pre venter system is presented to illustrate the effectiveness of the proposed model. (C) 2016 Elsevier Ltd. All rights reserved.

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