Energy · 2022 · 82 citations · 70 references
EngineeringChemical EngineeringElectrochemical EngineeringElectrochemistryOptimizationBattery SystemsBattery TechnologyElectrochemical CellsKalman FilteringState EstimationState Of Charge EstimationBattery State Of Charge ModelingExtended Kalman FilteringLithium-ion BatteriesLithium-ion Battery State Of Charge EstimationModel-based State Of Charge EstimationOnline State EstimationState Of Charge Kalman Filtering
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network
Fangfang Yang, Weihua Li, Chuan Li et al. · Energy · 2019 · 529 citations
State-of-charge estimation of lithium-ion batteries using LSTM and UKF
Fangfang Yang, Shaohui Zhang, Weihua Li et al. · Energy · 2020 · 441 citations
Engineering, Chemical Engineering, Electrical Engineering +14
A Neural-Network-Based Method for RUL Prediction and SOH Monitoring of Lithium-Ion Battery
Jiantao Qu, Feng Liu, Yuxiang Ma et al. · IEEE Access · 2019 · 387 citations · Full text
Computing, Computer Science, Electrochemical Engineering +16
Review on the Battery Model and SOC Estimation Method
Wenlu Zhou, Yanping Zheng, Zhengjun Pan et al. · Processes · 2021 · 372 citations · Full text
Engineering, Automotive Engineering, Electrical Engineering +17