Vapor compression refrigeration cycle system modelling and optimization by Lu, Yuanyuan

“…This work aims to utilize neural networks to depict the high nonlinear system of vapor compression refrigeration cycle (VCRC). The optimization solution has been proposed for the VCRC model.…”
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Federated learning based appliance-level energy demand forecasting for residential buildings by Suriyasekaran, Seima Saki

“…We performed experiments on appliance classes such as refrigerators, lighting devices, microwave ovens, dishwashers and air conditioners, and our FL-based approach achieves better accuracy on all appliance classes than the models designed using the existing centralized approach.…”
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