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1. decentralized-battery-health-forecast decentralized-battery-health-forecast Public

   Decentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning.

   Python 15 3

2. battery-state-estimation battery-state-estimation Public

   Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.

   Jupyter Notebook 127 27

3. synthetic-battery-data synthetic-battery-data Public

   Generation of synthetic battery operation data using a generative adversarial network (GAN) and a state-of-charge (SOC) estimator.

   Python 20 4