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基于混合威布尔幂律模型的间歇性检查寿命评估及其在交联聚乙烯电缆中的应用

Lifetime assessment by intermittent inspection under the mixture Weibull power law model with application to XLPE cables.

作者信息

Hirose H

机构信息

Hiroshima City University, Faculty of Information Sciences, Japan.

出版信息

Lifetime Data Anal. 1997;3(2):179-89. doi: 10.1023/a:1009661202692.

Abstract

This paper proposes a new treatment for electrical insulation degradation. Some types of insulation which have been used under various circumstances are considered to degrade at various rates in accordance with their stress circumstances. The cross-linked polyethylene (XLPE) insulated cables inspected by major Japanese electric companies clearly indicate such phenomena. By assuming that the inspected specimen is sampled from one of the clustered groups, a mixed degradation model can be constructed. Since the degradation of the insulation under common circumstances is considered to follow a Weibull distribution, a mixture model and a Weibull power law can be combined. This is called The mixture Weibull power law model. By using the maximum likelihood estimation for the newly proposed model to Japanese 22 and 33 kV insulation class cables, they are clustered into a certain number of groups by using the AIC and the generalized likelihood ratio test method. The reliability of the cables at specified years are assessed.

摘要

本文提出了一种针对电气绝缘老化的新处理方法。一些在各种情况下使用的绝缘类型,被认为会根据其应力情况以不同速率老化。日本各大电气公司检查的交联聚乙烯(XLPE)绝缘电缆清楚地表明了这种现象。通过假设被检查的样本是从聚类组之一中抽取的,可以构建一个混合老化模型。由于在常见情况下绝缘的老化被认为遵循威布尔分布,因此可以将混合模型和威布尔幂律相结合。这被称为混合威布尔幂律模型。通过对新提出的模型使用最大似然估计,对日本22 kV和33 kV绝缘等级电缆进行分析,利用赤池信息准则(AIC)和广义似然比检验方法将它们聚类为一定数量的组。评估了电缆在特定年份的可靠性。

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