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A novel energy management strategy for the ternary lithium batteries based on the dynamic equivalent circuit modeling and differential Kalman filtering under time-varying conditions

Shunli Wang, Daniel‐Ioan Stroe, Carlos Fernández, Chunmei Yu, Chuanyun Zou, Xiaoxia Li

Journal of Power Sources · 2020 · 43 citations · 67 references

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67

State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network

Fangfang Yang, Weihua Li, Chuan Li et al. · Energy · 2019 · 500 citations

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Gaussian Process Regression for <italic>In Situ</italic> Capacity Estimation of Lithium-Ion Batteries

Robert R. Richardson, Christoph Birkl, Michael A. Osborne et al. · IEEE Transactions on Industrial Informatics · 2018 · 369 citations · Full text

A Novel Estimation Method for the State of Health of Lithium-Ion Battery Using Prior Knowledge-Based Neural Network and Markov Chain

Houde Dai, Guangcai Zhao, Mingqiang Lin et al. · IEEE Transactions on Industrial Electronics · 2018 · 314 citations

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Fractional-Order Model-Based Incremental Capacity Analysis for Degradation State Recognition of Lithium-Ion Batteries

Jinpeng Tian, Rui Xiong, Quanqing Yu · IEEE Transactions on Industrial Electronics · 2018 · 256 citations

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State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter

Cheng Chen, Rui Xiong, Ruixin Yang et al. · Journal of Cleaner Production · 2019 · 244 citations

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