电能数据采集器可靠性评估

Feng Lin, J. Shao, Jianguo Miao, Jian Wu
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摘要

电能采集器作为电能数据采集和电能监控系统的重要工具,其可靠性不仅影响到系统的可靠性,而且直接影响到用户的满意度。为了解决电能数据采集器的可靠性评估问题,首先确定了数据采集器的失效机制,然后采用循环加速方法,其中包括一个称为阶梯应力测试的子测试。基于电能集热器故障时间的指数分布,假设伽玛分布为先验分布,利用实验数据采用多水平贝叶斯无故障数据统计分析方法计算集热器的平均寿命。进一步,我们采用温度应力下的Arrhenius方程和电子产品的活化能值来计算电能集热器在正常工作温度下的可靠寿命。此外,由于主要结构和工作原理相似,该方法也适用于其他电能数据采集器。
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Reliability assessment of electric energy data collector
Being instrumental in electric energy data collection for energy data collection and supervisory systems, the reliability of an electric energy collector not only affects the reliability of the system, but also directly influences users' satisfaction. With the objective of addressing the problem of reliability assessment of an electric energy data collector, the failure mechanism of the data collector was first identified, followed by a cyclical acceleration method, which includes a sub test known as step stress test. Based on the exponential distribution of the fault time of the electrical energy collector, the Gamma distribution was assumed as the prior distribution and a multilevel Bayesian no-failure data statistical analysis method was used to calculate the average life span of the collector using the experimental data. Further, we adopted the Arrhenius equation under temperature stress and the activation energy value of electronic products to calculate the reliable life expectancy of the electrical energy collector under the normal operating temperatures. Additionally, this method is suitable for other electric energy data collectors as the main structure and working principle are similar.
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