A sparrow-search-tuned dual-module bidirectional GRU predicts lithium-ion battery state of health from incremental capacity features, with reported RMSE as low as 0.00037 on real EV data.
Historical data-independent remaining useful life prediction method based on dual-input deep learning neural network.Journal of Energy Storage, 72:108427, 2023
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State of health prediction of lithium-ion batteries for driving conditions based on full parameter domain sparrow search algorithm and dual-module bidirectional gated recurrent unit
A sparrow-search-tuned dual-module bidirectional GRU predicts lithium-ion battery state of health from incremental capacity features, with reported RMSE as low as 0.00037 on real EV data.