A Practical Method for Cable Failure Rate Modeling

Yujia Zhou, R.E. Brown
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引用次数: 14

Abstract

As underground cables continue to increase in age, most utilities are experiencing an increase in underground cable failures. Since cable replacement programs are expensive, it is important to understand the impact that age and other cable characteristics have on cable failure rates. This paper presents a practical method to model cable failure rates categorized by cable features. It addresses the issue of limited data and makes it possible to predict cable failure trends using the available information in power delivery companies. This paper starts with a discussion of historical data and cable features that affect cable failure rate trends, followed by the description on failure rate modeling process. This method is then applied to a test case based on the data from a large U.S. utility. It is shown cable failure rates tend to increase exponentially with chronological age
电缆故障率建模的实用方法
随着地下电缆的使用年限不断增加,大多数公用事业公司正在经历地下电缆故障的增加。由于电缆更换计划非常昂贵,因此了解电缆使用年限和其他电缆特性对电缆故障率的影响非常重要。提出了一种实用的按电缆特征分类的电缆故障率建模方法。它解决了数据有限的问题,并使利用电力输送公司的可用信息预测电缆故障趋势成为可能。本文首先讨论了影响电缆故障率趋势的历史数据和电缆特征,然后描述了故障率建模过程。然后将此方法应用于基于来自美国大型公用事业的数据的测试用例。电缆故障率随着实际年龄呈指数增长
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