articleTop 1% cited
State of Charge and State of Energy Estimation for Lithium-Ion Batteries Based on a Long Short-Term Memory Neural Network
Journal of Energy Storage · 2021 · Vol. 37 · pp. 102440–102440
Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and TechnologiesState of chargeArtificial neural networkRobustness (evolution)Computer scienceBattery (electricity)Noise (video)Long short term memoryRecurrent neural networkAlgorithmControl theory (sociology)
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References
A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations
Renewable and Sustainable Energy Reviews · 2017 · 1,849 citations
Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries
IEEE Transactions on Industrial Electronics · 2017 · 806 citations
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