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What is ANN-Based EMS for EVs in Cold Climates about?

This paper discusses the development of an energy management system (EMS) for an electric vehicle (EV) aggregator aimed at optimizing energy dispatch in cold climates. The EMS utilizes an artificial neural network (ANN) trained with climate and energy consumption data to manage the energy demand from EVs, particularly during peak cold periods. The study highlights the importance of adapting energy management strategies to account for seasonal temperature variations and consumer habits to prevent grid overlo

Author

Raghavendra Naik

Language

EN