Implementation of statistical principles to reflect the long term performance of composite insulators

A. Tzimas, S. Rowland
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Abstract

There are numerous advantages of polymeric composite insulators over the traditional ceramic ones. However composite insulators, being comprised of organic elements, age more rapidly over time. Environmental conditions control both the manner in which composite insulators age, and the effective stresses that insulator strings are exposed to in service. The current work presents a statistical methodology to reflect the reliability of a network consisting of composite insulators. This accounts for the working environment and its impact on both the ageing of the insulator and risk of flashover. This is achieved by combining previously established statistical dimensioning principles according to the site's pollution severity and a four-state Markov ageing model. The risk of flashover is estimated according to the site's pollution severity using statistical principles. Then by choosing appropriate transition probabilities between the states of Markov's ageing process the population of insulators at risk of flashover because of ageing is estimated. The combination of the risk of flashover due to the pollution severity and due to ageing of the insulators results in an estimation of risk of flashover for a given number of insulators in a given point in time. The resulting forecast of flashover performance could be used to assist asset management decisions as well as optimising condition monitoring of composite insulators.
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实施统计原则,以反映复合绝缘子的长期性能
与传统的陶瓷绝缘子相比,聚合物复合绝缘子具有许多优点。然而,复合绝缘体是由有机元素组成的,随着时间的推移老化得更快。环境条件既可以控制复合绝缘子老化的方式,也可以控制绝缘子串在使用过程中所承受的有效应力。目前的工作提出了一种统计方法来反映由复合绝缘子组成的网络的可靠性。这说明了工作环境及其对绝缘子老化和闪络风险的影响。这是通过结合先前根据场地污染严重程度建立的统计维度原则和四状态马尔可夫老化模型来实现的。根据场地的污染严重程度,利用统计原理估计闪络的危险性。然后,通过选择适当的马尔可夫老化过程状态间的过渡概率,估计出由于老化而有闪络危险的绝缘子数量。将污染严重程度和绝缘子老化引起的闪络风险结合起来,可以对给定数量的绝缘子在给定时间点上的闪络风险进行估计。由此产生的闪络性能预测可用于辅助资产管理决策以及优化复合绝缘子的状态监测。
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