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decentralized-battery-health-forecast
decentralized-battery-health-forecast PublicDecentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning.
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battery-state-estimation
battery-state-estimation PublicEstimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.
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synthetic-battery-data
synthetic-battery-data PublicGeneration of synthetic battery operation data using a generative adversarial network (GAN) and a state-of-charge (SOC) estimator.
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