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 …

Towards a smarter battery management system for electric vehicle applications: A critical review of lithium-ion battery state of charge estimation

MU Ali, A Zafar, SH Nengroo, S Hussain, M Junaid Alvi… - Energies, 2019 - mdpi.com
Energy storage system (ESS) technology is still the logjam for the electric vehicle (EV)
industry. Lithium-ion (Li-ion) batteries have attracted considerable attention in the EV …

A robust observer based on the nonlinear descriptor systems application to estimate the state of charge of lithium-ion batteries

S Meng, F Meng, H Chi, H Chen, A Pang - Journal of the Franklin Institute, 2023 - Elsevier
A robust observer based on nonlinear descriptor systems is applied to estimate lithium-ion
batteries' state of charge (SOC). We creatively take the relationship between the battery's …

Toward enhanced state of charge estimation of lithium-ion batteries using optimized machine learning techniques

MA Hannan, MSH Lipu, A Hussain, PJ Ker… - Scientific reports, 2020 - nature.com
State of charge (SOC) is a crucial index used in the assessment of electric vehicle (EV)
battery storage systems. Thus, SOC estimation of lithium-ion batteries has been widely …

State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter

C Chen, R **ong, R Yang, W Shen, F Sun - Journal of Cleaner Production, 2019 - Elsevier
Accurate state-of-charge (SoC) estimation is remarkably difficult due to nonlinear
characteristics of batteries and complex application environment in electric vehicles (EVs) …

A review of key issues for control and management in battery and ultra-capacitor hybrid energy storage systems

Y Wang, L Wang, M Li, Z Chen - ETransportation, 2020 - Elsevier
The hybrid energy storage system is a kind of complex system including state coupling, input
coupling, environmental sensitivity, life degradation, and other characteristics. How to …

A state of charge estimation method for lithium-ion batteries based on fractional order adaptive extended kalman filter

Q Zhu, M Xu, W Liu, M Zheng - Energy, 2019 - Elsevier
This paper focuses on the state of charge (SOC) estimation of a lithium-ion battery based on
a fractional-order adaptive extended Kalman filter (FO-AEKF). First, a fractional order model …

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

IB Espedal, A **asena, 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 …

Estimation of lithium-ion batteries state-condition in electric vehicle applications: issues and state of the art

K Laadjal, AJM Cardoso - Electronics, 2021 - mdpi.com
Lithium-ion batteries are the most used these days for charging electric vehicles (EV). It is
important to study the aging of batteries because the deterioration of their characteristics …

On full-life-cycle SOC estimation for lithium batteries by a variable structure based fractional-order extended state observer

X Zhao, Y Chen, L Chen, N Chen, H Wang, W Huang… - Applied Energy, 2023 - Elsevier
Accurate SOC estimation of lithium batteries are crucial for the efficient operation of new
energy storage systems. During the ageing of the battery, structure and parameters of the …