A bilinear hidden Markov model enables privacy-preserving frequency regulation and flexibility estimation for aggregated EVs using only aggregate data.
Learning bilinear models of actuated koopman generators from partially-observed trajectories
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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.