Consumption Behavior Analytics-Aided Energy Forecasting and Dispatch.

IEEE Intelligent Systems(2017)

引用 21|浏览24
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摘要
For decades, electricity customers have been treated as mere recipients of electricity in vertically integrated power systems. However, as customers have widely adopted distributed energy resources and other forms of customer participation in active dispatch (such as demand response) have taken shape, the value of mining knowledge from customer behavior patterns and using it for power system opera...
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关键词
Forecasting,Data analysis,Photovoltaic systems,Machine learning algorithms,Load modeling,Energy management,Support vector machines
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