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Flexibility prediction of aggregated electric vehicles and domestic hot water systems in smart grids
Published 2021“…This study applied the temporal convolution network (TCN)-combined transformer, a deep learning technique to predict the aggregated flexibility of two types of DR resources, that is, electric vehicles (EVs) and domestic hot water system (DHWS). The prediction uses historical power consumption data of these DR resources and DR signals (DSs) to facilitate prediction. …”
Journal article -
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