基于Semi-Markov模型的多态系统不完全维修决策

doi:10.7527/S1000-6893.2016.0189

电子电器工程与控制

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基于Semi-Markov模型的多态系统不完全维修决策

潘刚^1,2, 尚朝轩¹, 蔡金燕¹, 梁玉英¹, 孟亚峰¹

1. 军械工程学院电子与光学工程系, 石家庄 050003;
2. 洛阳电子装备试验中心, 洛阳 471000

收稿日期:2016-03-02 修回日期:2016-06-13 出版日期:2017-02-15 发布日期:2016-06-22
通讯作者: 孟亚峰,E-mail:myfrad@163.com E-mail:myfrad@163.com
基金资助:
国家自然科学基金（61271153，61372039）

Imperfect maintenance decision for multi-state system based on Semi-Markov model

PAN Gang^1,2, SHANG Chaoxuan¹, CAI Jinyan¹, LIANG Yuying¹, MENG Yafeng¹

1. Department of Electronic and Optic Engineering, Ordnance Engineering College, Shijiazhuang 050003, China;
2. Luoyang Electronics Equipment Test Center, Luoyang 471000, China

Received:2016-03-02 Revised:2016-06-13 Online:2017-02-15 Published:2016-06-22
Supported by:
National Natural Science Foundation of China (61271153, 61372039)

摘要/Abstract

摘要：

为提高复杂多态系统的任务完成能力，降低维修资源消耗，提出了基于Semi-Markov模型的预防性维修和修复性维修相结合的多态系统不完全维修决策方法。采用Semi-Markov模型描述部件的性能衰退过程，利用通用生成函数方法对系统的可靠性指标进行分析，在不完全维修模型基础上，从“系统级维修的角度”出发，提出了预防性维修和修复性维修相结合的不完全维修决策方法，确保系统在有限的服役期内，获得最大净效益。并以某航空发动机压气机子系统的维修决策为例进行分析，该方法可以有效的结合预防性维修和修复性维修的优势，提高了系统的任务完成能力，具有很强的通用性和工程应用价值。

关键词: 多态系统, Semi-Markov模型, 预防性维修, 修复性维修, 维修决策

Abstract:

In order to improve the mission completion capability of complex multi-state system, reducing maintenance resource consumption, a maintenance decision method for multi-state system based on Semi-Markov model were provided, using Semi-Markov model describes the degradation process of components, the universal generating function was used to analyze the reliability indicator of system. Based upon the imperfect maintenance decision model, from "the perspective of system maintenance", an imperfect maintenance decision method is proposed combined preventive maintenance with corrective maintenance, ensure that the system obtains maximum net benefit in the limited service period. and verification and illustration are conducted with aero-engine compressor subsystem. This method can effectively combine preventive maintenance and corrective maintenance advantages, enhances the mission completion capability of system, and has a strong versatility and engineering application value.

Key words: multi-state system, Semi-Markov model, preventive maintenance, corrective maintenance, maintenance decision

中图分类号:

V233
TB114.3

潘刚, 尚朝轩, 蔡金燕, 梁玉英, 孟亚峰. 基于Semi-Markov模型的多态系统不完全维修决策[J]. 航空学报, 2017, 38(2): 320178-320192.

PAN Gang, SHANG Chaoxuan, CAI Jinyan, LIANG Yuying, MENG Yafeng. Imperfect maintenance decision for multi-state system based on Semi-Markov model[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2017, 38(2): 320178-320192.

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基于Semi-Markov模型的多态系统不完全维修决策

Imperfect maintenance decision for multi-state system based on Semi-Markov model

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