Multi-target prediction model of urban distribution system rainfall-caused outage based on spatiotemporal fusion
International Journal of Electrical Power & Energy Systems（2023）
Abstract
•A prediction model for rainfall-caused outages in the distribution system.•The rainfall waterlogging model to quantify the ponding evolution in the distribution system.•The data processing framework integrating spatiotemporal data.•Multi-target random forest is proposed to predict the ground and overhead equipment.
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Key words
Weather-related outage,Distribution system,Outage prediction,Multi-target random forest,Waterlogging model
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