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Estimation Overhead Lines Failure Rate Based On Hierarchical Bayesian Poisson Regression

عنوان مقاله: Estimation Overhead Lines Failure Rate Based On Hierarchical Bayesian Poisson Regression
شناسه ملی مقاله: PSC27_040
منتشر شده در بیست و هفتمین کنفرانس بین المللی برق در سال 1391
مشخصات نویسندگان مقاله:

Amin Moradkhani - Tarbiat Modares University
Mahmood Reza Haghifam
Mohsen Mohammadzadeh
Seyed Etezad Moghimi - Iran Power Generation, Transmission & Distribution Management Company (TAVANIR

خلاصه مقاله:
Extracting a precise data-driven failure rate of distribution components is a very prominent issue in asset management decision-making process, but lack of appropriate data would encounter the failure rate estimation of components with difficulties. In this paper in order to overcome the deficiency of outage data, a new method is proposed for failure rate estimation of overhead lines. This method is modeled by hierarchical Bayesianapproach. Then its functionality is investigated using deviance information criterion (DIC) and real failure data of 34 distribution feeders in Alborz province power distribution company

کلمات کلیدی:
Constant failure rate, Hierarchal Bayesian Poisson regression

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/178144/