考虑竞争失效的视情维修和备件订购联合策略优化

doi:10.12305/j.issn.1001-506X.2023.01.34

Abstract

Abstract:

For single-component system, the joint policy of condition-based maintenance and spare ordering considering the competitive failure is proposed. The control limit maintenance policy and the dynamic random shock threshold mechanism are adopted to determine whether there is preventive maintenance (PM) or corrective replacement (CR). When the system degradation reaches the PM threshold, imperfect maintenance (IPM) is performed. And once the maximal number of IPM is met preventive replacement (PR) is performed. The influence of IPM and random shocks on the degradation level and degradation rate is introduced into the Wiener-based multi-stage degradation model. The spare ordering threshold is introduced, and the relationship between the random shocks amplitude and the shocks threshold is used to decide whether to order a spare. All possible renewal events are analyzed and the expected mean cost rate is minimized by using the renewal award theorem. The discrete event simulation algorithm is designed and the effectiveness of the proposed joint policy optimization model and the algorithm are verified by a numerical example.

Key words: competing failure, condition-based maintenance, spare ordering, Wiener process, renewal award theorem

CLC Number:

N945.17

Fei ZHAO, Xin LI, Jian ZHANG. Joint policy optimization of condition-based maintenance and spare ordering considering competing failure[J]. Systems Engineering and Electronics, 2023, 45(1): 291-301.

Figures/Tables 13

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参数	取值	参数	取值	参数	取值
a	8E-2	N	3	μ_W	7E-4
b	1E-3	σ_Y	2E-5	σ_W	12E-2
η	-0.5	μ_Y	1E-3	μ_β	8E-6
ε	0.2	λ	6E-5	σ_β	6E-7
δ	2E-2	λ₀	5E-8	L_o/min	10 000
ω_l	0.15	σ_B	7E-4	L_eo/min	1 500

参数	取值	参数	取值
C_i	100	C_CR	20 000
C_h	20	C_eo	8 000
C_IPM	800	C_o	3 000
C_PR	3 000	C_penalty	50

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Joint policy optimization of condition-based maintenance and spare ordering considering competing failure

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