A bilinear hidden Markov model enables privacy-preserving frequency regulation and flexibility estimation for aggregated EVs using only aggregate data.
A v2g-oriented reinforcement learning framework and empirical study for heterogeneous electric vehicle charging management
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Data-Driven Privacy-Preserving Modeling and Frequency Regulation with Aggregated Electric Vehicles via Bilinear Hidden Markov Model
A bilinear hidden Markov model enables privacy-preserving frequency regulation and flexibility estimation for aggregated EVs using only aggregate data.