基于逆高斯退化过程的面向任务系统CBM优化模型
TB114.3; 针对现有单调退化系统视情维修(condition-based maintenance,CBM)优化模型中不完全维修影响考虑单一,且未同时融入可用度约束的问题,提出一种考虑不完全维修双重影响与可用度约束的单调退化系统CBM优化模型.首先,基于具有随机漂移系数的逆高斯过程,建立系统退化模型并得到相关概率分布;其次,描述任务背景下系统演化过程,建立不完全维修后的剩余损伤模型,提出随机漂移系数更新公式;然后,结合可用度约束给出系统维修或在3种时机更换的概率公式,并建立CBM优化模型;最后,通过数值实验对模型进行对比和敏感性分析,验证了该模型的可行性和应用价值....
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| Published in | 系统工程与电子技术 Vol. 44; no. 1; pp. 338 - 346 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | Chinese |
| Published |
空军工程大学装备管理与无人机工程学院,陕西西安710051%西安卫星测控中心宇航动力学国家重点实验室,陕西西安710043
2022
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1001-506X |
| DOI | 10.12305/j.issn.1001-506X.2022.01.42 |
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| Abstract | TB114.3; 针对现有单调退化系统视情维修(condition-based maintenance,CBM)优化模型中不完全维修影响考虑单一,且未同时融入可用度约束的问题,提出一种考虑不完全维修双重影响与可用度约束的单调退化系统CBM优化模型.首先,基于具有随机漂移系数的逆高斯过程,建立系统退化模型并得到相关概率分布;其次,描述任务背景下系统演化过程,建立不完全维修后的剩余损伤模型,提出随机漂移系数更新公式;然后,结合可用度约束给出系统维修或在3种时机更换的概率公式,并建立CBM优化模型;最后,通过数值实验对模型进行对比和敏感性分析,验证了该模型的可行性和应用价值. |
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| AbstractList | TB114.3; 针对现有单调退化系统视情维修(condition-based maintenance,CBM)优化模型中不完全维修影响考虑单一,且未同时融入可用度约束的问题,提出一种考虑不完全维修双重影响与可用度约束的单调退化系统CBM优化模型.首先,基于具有随机漂移系数的逆高斯过程,建立系统退化模型并得到相关概率分布;其次,描述任务背景下系统演化过程,建立不完全维修后的剩余损伤模型,提出随机漂移系数更新公式;然后,结合可用度约束给出系统维修或在3种时机更换的概率公式,并建立CBM优化模型;最后,通过数值实验对模型进行对比和敏感性分析,验证了该模型的可行性和应用价值. |
| Author | 陈云翔 项华春 李京峰 李恒年 |
| AuthorAffiliation | 空军工程大学装备管理与无人机工程学院,陕西西安710051%西安卫星测控中心宇航动力学国家重点实验室,陕西西安710043 |
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| Author_FL | LI Hengnian LI Jingfeng XIANG Huachun CHEN Yunxiang |
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| Copyright | Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
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| DocumentTitle_FL | A CBM optimization model for mission-oriented system based on inverse Gaussian degradation process |
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| Keywords | 不完全维修;可用度约束;单调退化系统;逆高斯过程;视情维修优化 |
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| Publisher | 空军工程大学装备管理与无人机工程学院,陕西西安710051%西安卫星测控中心宇航动力学国家重点实验室,陕西西安710043 |
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| Snippet | TB114.3; 针对现有单调退化系统视情维修(condition-based maintenance,CBM)优化模型中不完全维修影响考虑单一,且未同时融入可用度约束的问题,提出一种考虑不完全维修双重... |
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| Title | 基于逆高斯退化过程的面向任务系统CBM优化模型 |
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