AI-Powered Predictions for Electricity Load in Prosumer Communities

arXiv:2402.13752v1 Announce Type: new
Abstract: The flexibility in electricity consumption and production in communities of residential buildings, including those with renewable energy sources and energy storage (a.k.a., prosumers), can effectively be utilized through the advancement of short-term demand response mechanisms. It is known that flexibility can further be increased if demand response is performed at the level of communities of prosumers, since aggregated groups can better coordinate electricity consumption. However, the effectiveness of such short-term optimization is highly dependent on …

abstract advancement ai-powered arxiv buildings communities consumption cs.ai cs.lg demand electricity energy energy storage flexibility predictions production renewable storage through type