Analysis of Outage Frequency and Duration in Distribution Systems using Machine Learning

2020 52nd North American Power Symposium (NAPS)(2021)

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摘要
Outage duration plays an important role in assessing the impacts of distribution system outages. Moreover, whenever an outage occurs, customers are most concerned about when power will be restored, i.e. the duration of the outage. Hence, this paper presents an analysis of the frequency and duration of outages using outage data from a distribution system network. In addition, this study performs a ...
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关键词
Wind speed,Distribution networks,Forestry,Boosting,Probabilistic logic,Random forests,Meteorology
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