Data-Driven assessment of demand response potential of residential loads based on LSTM-WGCNA and Customer directrix load

Key Points

• The assessment demonstrates significant demand response potential in residential loads, enhancing energy efficiency.
• Key metric indicates a potential reduction of 15-30% in peak load using demand response strategies.
• Analysis utilizing LSTM-WGCNA and customer directrix load provides a novel method for energy management.
• Findings suggest strategic applications of demand response in residential settings, aiming to optimize energy use.