A combined method for state-of-charge estimation for lithium-ion batteries based on IGWO-ASRCKF and ELM under various aging levels

The Whale Optimization Algorithm

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Natural Sciences, Fisheries, Algorithms +5

Degradation Mechanisms and Mitigation Strategies of Nickel-Rich NMC-Based Lithium-Ion Batteries

Tianyu Li, Xiao‐Zi Yuan, Lei Zhang et al. · Electrochemical Energy Reviews · 2019 · 744 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter

Yong Tian, Rucong Lai, Xiaoyu Li et al. · Applied Energy · 2020 · 349 citations

Engineering, Chemical Engineering, Electrochemical Engineering +15

A GRU-RNN based momentum optimized algorithm for SOC estimation

Dongqing Wang, Jianlong Qiu · Journal of Power Sources · 2020 · 304 citations

Engineering, Computer Engineering, Computer Science +6

A novel on-board state-of-charge estimation method for aged Li-ion batteries based on model adaptive extended Kalman filter

Saeed Sepasi, Reza Ghorbani, Bor Yann Liaw · Journal of Power Sources · 2013 · 213 citations

Engineering, Chemical Engineering, Systems Engineering +16