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Journal of Zhejiang University SCIENCE A

ISSN 1673-565X(Print), 1862-1775(Online), Monthly

Condition-based scheduled maintenance optimization of structures based on reliability requirements under continuous degradation and random shocks

Abstract: In this paper, a condition-based scheduled maintenance model with aperiodic inspections of structures is developed. The structures are experiencing both a gradual degradation process and a random shock process. The former is characterized by a stationary gamma process (SGP), and the latter is assumed to be a homogeneous Poisson process (HPP). Two typical common failure modes are considered in the reliability and the condition-based maintenance model, namely: (1) soft failures caused by the continuous degradation process, together with sudden damage increments due to shocks with moderate impacts, and (2) hard failures caused by the same shock process when a severe shock occurs. A remaining useful lifetime-based (RUL-based) inspection policy is utilized to determine the inspection schedule. Thereafter, at each inspection point, different maintenance actions are to be determined to minimize the average cost rate for either an infinite or a finite time span. The developed models are demonstrated by a numerical example. Sensitivity analyses of the optimal solution with various model parameters are also performed. It is illustrated that, as compared with the pure continuous degradation process, the additional shock loads exert notable impacts on the optimal maintenance strategies.

Key words: Soft failure; Hard failure; Remaining useful lifetime (RUL); Reliability; Maintenance; Cost rate; Finite horizon

Chinese Summary  <29> 连续退化和随机冲击下基于状态的结构维修策略优化

关键词组:软失效; 硬失效; 剩余寿命; 可靠度; 维修; 成本率; 有限时域


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DOI:

10.1631/jzus.A1800578

CLC number:

TU607; TH17

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On-line Access:

2024-08-27

Received:

2023-10-17

Revision Accepted:

2024-05-08

Crosschecked:

2019-03-17

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