引入失效情形下某型液压电机可靠性分析 |
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引用本文: | 胡文林,吕卫民.引入失效情形下某型液压电机可靠性分析[J].北京航空航天大学学报,2020,46(10):1941-1947. |
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作者姓名: | 胡文林 吕卫民 |
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作者单位: | 海军航空大学 岸防兵学院, 烟台 264001 |
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基金项目: | 国家自然科学基金51975580 |
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摘 要: | 针对直接使用无失效数据对装备进行可靠性分析而产生的“冒进”问题,通过引入失效信息对数据进行综合处理,从而对可靠性参数进行合理的估计。以寿命服从指数分布的某型导弹液压电机为例,在其失效率的先验分布为Gamma分布且超参数均服从均匀分布时,证明了失效率在无失效数据时的期望Bayes(E-Bayes)估计法,提出了改进型的截尾试验时间的确定方法,通过引进失效信息,推导了失效率的综合E-Bayes估计法,并给出了可靠度的综合估计法。结合液压电机无失效数据实例,计算得到失效率和可靠度的综合E-Bayes估计,与现有的方法相比,二者的极差分别减小了22.33%和38.02%,说明了所提方法的合理性与可用性。
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关 键 词: | 可靠性 无失效数据 指数分布 Bayes估计 综合估计 |
收稿时间: | 2019-09-18 |
Reliability analysis on one type of hydraulic motor in the case of introducing failure |
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Institution: | Coast Guard College, Naval Aviation University, Yantai 264001, China |
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Abstract: | To solve an aggressive problem of directly using zero-failure data to analyze the reliability of the equipment, the data was comprehensively processed by introducing the failure information, and the reliability parameters could be estimated more reasonably. Taking a certain type of missile hydraulic motor whose life expectancy was exponentially distributed as an example, the Expected Bayes (E-Bayes) estimation of the failure rate in the case of zero-failure data was proved when the prior distribution of the failure rate was the Gamma distribution and the hyper-parameters were uniformly distributed. An improved method was proposed to determine the censoring test time. By introducing the failure information, the comprehensive E-Bayes estimation method of failure rate was derived, and the comprehensive estimation method of the reliability was given. For zero-failure data of the hydraulic motor, the comprehensive E-Bayes estimations of the failure rate and reliability are calculated. Compared with the existing methods, the range between the two is reduced by 22.33% and 38.02%, respectively. The computation results indicate the reasonability and availability of the proposed method. |
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