Fuzzy fault tree theory-based fault search strategy research for FAST hydraulic actuators

Ming-Ming Zhu, Lei Yang, Zheng Lei, Yong Wang
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Abstract

As the active mechanism of the main reflector system for a Five Hundred Meter Aperture Spherical Radio Telescope (FAST), the reliable operation of 2225 hydraulic actuators is the basis of normal observation for the telescope. The purpose of this research is to find the right fault search strategy for these hydraulic actuators. According to the characteristics of hydraulic systems, this study proposes a fault search strategy analysis method based on fuzzy fault tree theory. Considering the maintenance factors of hydraulic actuators, such as the searching cost, the failure probability and the degree of influence, the optimal search strategy model for fault diagnosing of hydraulic actuators is established. The multi objective optimization decision theory and sequential decision theory are also applied in this model. Finally, the fault search order for FAST hydraulic actuators is calculated. The top three fault search components are motor, controller and hydraulic control check valve. The calculated results are in agreement with the reliability test results and Failure Mode Effects and Criticality Analysis (FMECA) of hydraulic actuators. This study has guiding significance for the maintenance of the hydraulic actuators for FAST.
基于模糊故障树理论的FAST液压执行器故障搜索策略研究
2225液压作动器作为500米口径球面射电望远镜(FAST)主反射系统的主动机构,其可靠运行是望远镜正常观测的基础。本研究的目的是为这些液压执行机构找到合适的故障搜索策略。针对液压系统的特点,提出了一种基于模糊故障树理论的故障搜索策略分析方法。考虑液压作动器维修过程中搜索成本、故障概率和影响程度等因素,建立了液压作动器故障诊断的最优搜索策略模型。该模型还应用了多目标优化决策理论和序列决策理论。最后,计算了FAST液压执行机构的故障搜索顺序。排在前三位的故障搜索部件是电机、控制器和液压控制止回阀。计算结果与液压作动器可靠性试验结果和失效模式效应及临界度分析(FMECA)结果一致。该研究对FAST液压执行机构的维护具有指导意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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