A condition-based maintenance policy for degrading systems with age- and state-dependent operating cost
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
---|---|
Pages (from-to) | 879-887 |
Journal / Publication | European Journal of Operational Research |
Volume | 263 |
Issue number | 3 |
Online published | 11 May 2017 |
Publication status | Published - 16 Dec 2017 |
Link(s)
Abstract
Most of the maintenance policies in existing publications assume that no cost is incurred as long as the system can undertake missions while little consideration has been devoted to the operating cost during system operation. However, in practice, the operating cost increases while the system ages and degrades even if a system is in a functioning state. This paper proposes a maintenance policy for a degrading system with age- and state-dependent operating cost, which increases with system age and degradation levels. Under such a setting, a replacement model is first developed to investigate the optimal preventive replacement policy. The replacement model is then extended to a repair-replacement model, in which imperfect repair is assumed to restore the system to the operating condition. Particularly, the repair model with controllable and uncontrollable repair levels is considered separately. The paper proves that the optimal maintenance policy is actually a monotone control limit policy, where the optimal control limits decrease monotonically with system age. Finally, a numerical example along with sensitivity analysis is presented to illustrate the optimal maintenance policy. The proposed model implies a more conservative maintenance policy, compared with the traditional model without the age- and state-dependent operating cost.
Research Area(s)
- (T) Maintenance, Age- and state-dependent operating cost, Condition-based maintenance, Control limit policy, Side effect of degradation
Citation Format(s)
A condition-based maintenance policy for degrading systems with age- and state-dependent operating cost. / Liu, Bin; Wu, Shaomin; Xie, Min et al.
In: European Journal of Operational Research, Vol. 263, No. 3, 16.12.2017, p. 879-887.
In: European Journal of Operational Research, Vol. 263, No. 3, 16.12.2017, p. 879-887.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review