Q Song, Y Mi, W Lai - IEEE Access, 2019 - ieeexplore.ieee.org
Recursive least square (RLS) algorithms are considered as a kind of accurate parameter identification method for lithium-ion batteries. However, traditional RLS algorithms usually …
X Sun, J Ji, B Ren, C Xie, D Yan - Energies, 2019 - mdpi.com
With the popularity of electric vehicles, lithium-ion batteries as a power source are an important part of electric vehicles, and online identification of equivalent circuit model …
Z Lao, B Xia, W Wang, W Sun, Y Lai, M Wang - Energies, 2018 - mdpi.com
For model-based state of charge (SOC) estimation methods, the battery model parameters change with temperature, SOC, and so forth, causing the estimation error to increase …
B Xia, R Huang, Z Lao, R Zhang, Y Lai, W Zheng… - Energies, 2018 - mdpi.com
The model parameters of the lithium-ion battery are of great importance to model-based battery state estimation methods. The fact that parameters change in different rates with …
C Ge, Y Zheng, Y Yu - Journal of Energy Storage, 2022 - Elsevier
In order to solve the problem that forgetting factor recursive least squares (FFRLS) is prone to abnormal jitter and even divergence under complex working conditions, improved …
B Xia, Z Lao, R Zhang, Y Tian, G Chen, Z Sun, W Wang… - Energies, 2017 - mdpi.com
State of charge (SOC) estimation is the core of any battery management system. Most closed- loop SOC estimation algorithms are based on the equivalent circuit model with fixed …
X Du, J Meng, Y Zhang, X Huang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Online parameter identification is vital for boosting the accuracy of the battery equivalent circuit model (ECM) under dynamic profiles. However, traditional recursive least squares …
B Ren, C Xie, X Sun, Q Zhang, D Yan - IET Power Electronics, 2020 - Wiley Online Library
Accurate parameter identification of a lithium‐ion battery is a critical basis in the battery management systems. Based on the analysis of the second‐order RC equivalent circuit …
Z Yang, X Wang - Journal of Energy Storage, 2023 - Elsevier
To monitor and predict battery states, a battery model with accurate model parameters is important to battery management systems (BMS). However, for multi-timescale dynamic …