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Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM

Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM

Higher penetration of renewable and smart home technologies at the residential level challenges grid stability as utility-customer interactions add complexity to power system operations. In response, short-term residential load forecasting has become an increasing area of focus. However, forecasting at the residential level is challenging due to the higher uncertainties …