[HTML][HTML] A Comprehensive Review of Multiple Physical and Data-Driven Model Fusion Methods for Accurate Lithium-Ion Battery Inner State Factor Estimation
J Tao, S Wang, W Cao, C Fernandez, F Blaabjerg - Batteries, 2024 - mdpi.com
With the rapid global growth in demand for renewable energy, the traditional energy
structure is accelerating its transition to low-carbon, clean energy. Lithium-ion batteries, due …
structure is accelerating its transition to low-carbon, clean energy. Lithium-ion batteries, due …
Target decomposition-led light-weighted offline training strategy-aided data-driven state-of-charge online estimation during constant current charging conditions over …
G Cao, Y Jia, S Zhang, S Chen, Y Geng, R Feng… - Energy, 2024 - Elsevier
This paper develops a novel target decomposition-led light-weighted offline training strategy-
aided data-driven state-of-charge (SOC) online estimation method during constant current …
aided data-driven state-of-charge (SOC) online estimation method during constant current …
Physics-based parameter identification of an electrochemical model for lithium-ion batteries with two-population optimization method
Abstract Pseudo-two-dimensional (P2D) models are increasingly promising for battery
management systems due to their high accuracy, rooted in physical principles. However …
management systems due to their high accuracy, rooted in physical principles. However …
An intelligent matching method for the equivalent circuit of electrochemical impedance spectroscopy based on Random Forest
One of the core works of analyzing Electrochemical Impedance Spectroscopy (EIS) data is to
select an appropriate equivalent circuit model to quantify the parameters of the …
select an appropriate equivalent circuit model to quantify the parameters of the …
Joint prediction of state of health and remaining useful life for lithium-ion batteries based on health features optimization and multi-model fusion
D Zheng, S Man, X Guo, Y Ning - Ionics, 2024 - Springer
Accurate prediction of the state of health (SOH) and remaining useful life (RUL) of batteries
is essential for ensuring their safe and stable operation. Given the strong correlation …
is essential for ensuring their safe and stable operation. Given the strong correlation …
[HTML][HTML] Novel low-complexity model development for Li-ion cells using online impedance measurement
Modeling of Li-ion cells is used in battery management systems (BMS) to determine key
states such as state-of-charge (SoC), state-of-health (SoH), etc. Accurate models are also …
states such as state-of-charge (SoC), state-of-health (SoH), etc. Accurate models are also …
High Rate Performance of Single‐Crystalline NCM Upcycled from Spent Lithium‐Ion Batteries Via Direct Recovery and Modification
K Wang, H Zhang, W Dou, K Wang… - Advanced Functional …, 2024 - Wiley Online Library
The global expansion of spent lithium‐ion batteries (LIBs) presents both an urgent
environmental issue and a significant economic opportunity, driving the development of …
environmental issue and a significant economic opportunity, driving the development of …
An improved equalization and energy support strategy for battery powered electric motor drives
This paper proposes an improved Lithium-ion (Li-ion) battery management system (BMS)
that provides cell-to-cell equalization and energy support with adjustable current according …
that provides cell-to-cell equalization and energy support with adjustable current according …
Strong tracking adaptive window multi‐innovation cubature Kalman filter algorithm for lithium‐ion battery state of energy estimation
L Lin, S Wang, X Yang - International Journal of Circuit Theory …, 2024 - Wiley Online Library
Accurate estimation of lithium‐ion battery state of energy (SOE) is an important prerequisite
for prolonging battery life and ensuring battery safety. To achieve a high‐precision …
for prolonging battery life and ensuring battery safety. To achieve a high‐precision …
Comparative Analysis of Electrical Equivalent Circuit Models for Lithium-Ion Batteries
Accurate modeling of lithium-ion batteries is crucial for battery management systems in
ensuring reliability, efficiency, and performance for system operations such as estimating …
ensuring reliability, efficiency, and performance for system operations such as estimating …