A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems

Y Wang, J Tian, Z Sun, L Wang, R Xu, M Li… - … and Sustainable Energy …, 2020 - Elsevier
With the rapid development of new energy electric vehicles and smart grids, the demand for
batteries is increasing. The battery management system (BMS) plays a crucial role in the …

Review on the battery model and SOC estimation method

W Zhou, Y Zheng, Z Pan, Q Lu - Processes, 2021 - mdpi.com
The accuracy of the power battery model and SOC estimation directly affects the vehicle
energy management control strategy and the performance of the electric vehicle, which is of …

A review of fractional-order techniques applied to lithium-ion batteries, lead-acid batteries, and supercapacitors

C Zou, L Zhang, X Hu, Z Wang, T Wik, M Pecht - Journal of Power Sources, 2018 - Elsevier
Electrochemical energy storage systems play an important role in diverse applications, such
as electrified transportation and integration of renewable energy with the electrical grid. To …

Investigating the error sources of the online state of charge estimation methods for lithium-ion batteries in electric vehicles

Y Zheng, M Ouyang, X Han, L Lu, J Li - Journal of Power Sources, 2018 - Elsevier
Sate of charge (SOC) estimation is generally acknowledged as one of the most important
functions in battery management system for lithium-ion batteries in new energy vehicles …

Multiobjective optimal sizing of hybrid energy storage system for electric vehicles

L Zhang, X Hu, Z Wang, F Sun, J Deng… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Energy storage system (ESS) is an essential component of electric vehicles, which largely
affects their driving performance and manufacturing cost. A hybrid energy storage system …

A novel fractional order model for state of charge estimation in lithium ion batteries

R Xiong, J Tian, W Shen, F Sun - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Battery models are the cornerstone to battery state of charge (SOC) estimation and battery
management systems in electric vehicles. This paper proposes a novel fractional-order …

Current trends for state-of-charge (SoC) estimation in lithium-ion battery electric vehicles

IB Espedal, A Jinasena, OS Burheim, JJ Lamb - Energies, 2021 - mdpi.com
Energy storage systems (ESSs) are critically important for the future of electric vehicles.
Despite this, the safety and management of ESSs require improvement. Battery …

Fractional-order model-based incremental capacity analysis for degradation state recognition of lithium-ion batteries

J Tian, R Xiong, Q Yu - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
State of health (SOH) estimation of lithium-ion batteries is a key but challengeable technique
for the application of electric vehicles. Due to the ambiguous aging mechanisms and …

Experimental study of fractional-order models for lithium-ion battery and ultra-capacitor: Modeling, system identification, and validation

Y Wang, M Li, Z Chen - Applied Energy, 2020 - Elsevier
In recent years, with the promotion of new energy vehicles and micro-grids, energy storage
technology has achieved considerable development. The hybridization of the lithium-ion …

[PDF][PDF] 基于改进支持向量回归的锂电池剩余寿命预测

徐佳宁, 倪裕隆, 朱春波 - 电工技术学报, 2021 - dgjsxb.ces-transaction.com
摘要锂离子电池凭借其优越的性能广泛用于电动汽车及储能领域. 然而, 随着使用时间增加,
锂离子电池性能大幅度衰退, 会间接导致设备性能衰退或发生故障. 因此, 准确预测锂离子电池 …