基于多元回归模型的EPSB聚合物避雷器击穿研究

A. Mohammed, Raji Sundararajan
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引用次数: 2

摘要

本文提出了一种新的方法来估计加速多应力条件下模拟佛罗里达环境下老化的聚合物避雷器的预期寿命。这是基于一个多元回归模型,该模型使用了聚合物避雷器填充材料在15年老化期间的FTIR峰值高度变化。估计寿命的方法是找出填充材料的峰高所遵循的分布类型,并确定该分布的有效参数。由此得到了一个概率函数来估计故障发生的时间。在这种情况下,从概率图中得到威布尔分布,估计半衰期为19.5年。这符合用于高压室外绝缘的聚合物材料的预期寿命,验证了模型的有效性。
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Investigation of breakdown of an EPSB polymeric arrester based on the life estimation using a multiple regression model
This paper presents a novel approach to estimate the life expectancy of polymeric arresters aged under accelerated multistress conditions simulating Florida environment. This is based on a multiple regression model that uses the FTIR peak height variations of the filler material of the polymeric arrester over the 15 year aging period. The method for the estimation of life is to find out the type of distribution that the peak heights of the filler material follows and determine valid parameters for that distribution. Using this a probability function is obtained to estimate the time for failure. In the present case, a Weibull distribution was obtained from the probability plot and a half-life of 19.5 years was estimated. This is in line with the expected life of polymeric materials used for high voltage outdoor insulation verifying the validity of the model.
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