4.7 Article

A preventive maintenance policy for a standby system subject to internal failures and external shocks with loss of units

Journal

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
Volume 46, Issue 9, Pages 1600-1613

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/00207721.2013.827258

Keywords

stationary distribution; preventive maintenance; phase-type distributions; Markovian system; rewards

Funding

  1. Junta de Andalucia, Spain [FQM-307]
  2. Ministerio de Ciencia e Innovacion, Espana [MTM2010-20502]

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In many situations, serious damage and considerable financial losses are caused by non-repairable failures of a system. Redundant systems and maintenance policies are commonly employed to improve reliability. This paper is focused on the modelling of a complex cold standby system by analysing the effectiveness and costs of preventive maintenance, always in an algorithmic form. The online unit of the system is subject to wear failures and external shocks. The online unit can go through an indeterminate number of degradation levels before failure. This one is observed when inspections occur. Inspections are performed at random intervals, and when one takes place, the unit is taken to the preventive maintenance facility if it is necessary. The preventive maintenance time and cost is different depending on the degradation level observed. If only one unit is performing, a minimal maintenance policy is adopted in order to optimise system behaviour. Reliability measures such as the conditional probability of failure are worked out in a well-structured and algebraic form in transient and stationary regimes by using algorithmic methods. The stationary distribution is calculated using matrix analytic methods, and rewards are included in the model. An optimisation example shows the versatility of the model presented.

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