Concepedia

A novel state of charge estimation method for lithium-ion batteries based on bias compensation

Tiancheng Ouyang, Peihang Xu, Jingxian Chen, Zixiang Su, Guicong Huang, Nan Chen

Energy · 2021 · 42 citations · 47 references

Concepts

EngineeringChemical EngineeringElectrochemical EngineeringBattery DiagnosticsBattery SystemsBattery TechnologyParameter EstimationState EstimationState Of Charge EstimationBattery State Of Charge ModelingLithium-ion BatteriesLithium-ion Battery State Of Charge EstimationModel-based State Of Charge EstimationState Of Charge CalibrationState Of Charge Kalman FilteringState Of Charge MonitoringState Of Charge Prediction

References

47

State estimation for advanced battery management: Key challenges and future trends

Fei Feng, Kailong Liu, Lei Zhang et al. · Renewable and Sustainable Energy Reviews · 2019 · 830 citations

Engineering, Electrical Engineering, Systems Engineering +17

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl et al. · Journal of Power Sources · 2018 · 791 citations

Computing, Chemical Engineering, Computer Science +17

A comparative study of different equivalent circuit models for estimating state-of-charge of lithium-ion batteries

Xin Lai, Yuejiu Zheng, Tao Sun · Electrochimica Acta · 2017 · 466 citations

Engineering, Chemical Engineering, Electrical Engineering +16

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

Remaining useful life prediction of lithium-ion batteries based on false nearest neighbors and a hybrid neural network

Guijun Ma, Yong Zhang, Cheng Cheng et al. · Applied Energy · 2019 · 334 citations

Engineering, Materials Engineering, Materials Science +17