Lithium-ion batteries are widely used as effective energy storage and have become the main component of power supply systems. Accurate battery state prediction is key to ensuring …
J Chen, Y Zhang, J Wu, W Cheng, Q Zhu - Energy, 2023 - Elsevier
The state of charge (SOC) estimation of lithium-ion battery (LIB) based on recurrent neural network (RNN) has been a popular research due to its suitability for time series data …
L Ma, C Hu, F Cheng - Journal of Energy Storage, 2021 - Elsevier
State of charge (SOC) and state of energy (SOE) are two crucial battery states which correspond to available capacity in Ah and available energy in Wh, respectively. Both of …
D Wang, Y Yang, T Gu - Journal of Energy Storage, 2023 - Elsevier
State of charge (SOC) is a key state in the battery management system (BMS). For a second- order equivalent circuit model (ECM), a hierarchical adaptive extended Kalman filter …
Z Tong, J Miao, S Tong, Y Lu - Journal of Cleaner Production, 2021 - Elsevier
Early prediction of battery remaining useful life (RUL) is critical to ensure a steady energy supply and the effective usage of energy. To reduce the amount of degradation data …
Y Xie, S Wang, G Zhang, Y Fan, C Fernandez… - Applied Energy, 2023 - Elsevier
With the demand for high-endurance lithium-ion batteries in new energy vehicles, communication and portable devices, high energy density lithium-ion batteries have become …
C Sheng, J Fu, D Li, C Jiang, Z Guo, B Li, J Lei… - Energy Conversion and …, 2022 - Elsevier
The traditional energy management strategies (EMSs) for fuel cell/battery hybrid vehicle systems frequently neglect the degradation issues of power sources. The health-conscious …
Z Li, S Shen, Z Zhou, Z Cai, W Gu, F Zhang - Journal of Energy Storage, 2023 - Elsevier
Equivalent circuit models of lithium-ion batteries are the foundation of accurately estimating state of charge (SOC) and state of health (SOH). To further describe the performance of the …
K Yang, Y Tang, S Zhang, Z Zhang - Energy, 2022 - Elsevier
For lithium-ion batteries, the state of charge (SOC) estimation is one of the most important tasks, and accurate estimation of SOC can provide a guarantee for the continuous operation …