Evaluation of Mean Life of Power Equipment based on 3-parameter Weibull Distribution

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  • ３母数ワイブル分布に基づく電力設備の平均寿命推定法
  • 3 ボスウ ワイブル ブンプ ニ モトズク デンリョク セツビ ノ ヘイキン ジュミョウ スイテイホウ

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Abstract

Evaluation of the mean life of equipments is a basic issue for effective equipment maintenance. This paper presents a method to estimate the mean life and its standard deviation of power system equipments with limited end-of-life failure data. We propose a model using 3-parameter Weibull distribution based on the results Li (2004) produced. It is assumed that the mean life of power equipments consists of “non end-of-life failure period” and “period of aging end-of-life failure”, which is represented by a location parameter of Weibull distribution. Three parameters of Weibull distribution are estimated by applying Levenberg-Marquardt method, which is one of the optimization algorithms. The computational procedures of non-linear regression, which take account both of good convergence and practical use, are proposed. Numerical examples show that our model better fits to actual data than 2-parameter Weibull distribution model.

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