A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations

MA Hannan, MSH Lipu, A Hussain… - … and Sustainable Energy …, 2017 - Elsevier
Due to increasing concerns about global warming, greenhouse gas emissions, and the
depletion of fossil fuels, the electric vehicles (EVs) receive massive popularity due to their …

A review of Battery Electric Vehicle technology and readiness levels

AM Andwari, A Pesiridis, S Rajoo… - … and Sustainable Energy …, 2017 - Elsevier
As concerns of oil depletion and security of supply remain as severe as ever, and faced with
the consequences of climate change due to greenhouse gas emissions, Europe is …

Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles

W Waag, C Fleischer, DU Sauer - Journal of Power Sources, 2014 - Elsevier
Lithium-ion battery packs in hybrid and pure electric vehicles are always equipped with a
battery management system (BMS). The BMS consists of hardware and software for battery …

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression

D Liu, J Pang, J Zhou, Y Peng, M Pecht - Microelectronics Reliability, 2013 - Elsevier
State of health (SOH) estimation plays a significant role in battery prognostics. It is used as a
qualitative measure of the capability of a lithium-ion battery to store and deliver energy in a …

Battery management systems in electric and hybrid vehicles

Y Xing, EWM Ma, KL Tsui, M Pecht - Energies, 2011 - mdpi.com
The battery management system (BMS) is a critical component of electric and hybrid electric
vehicles. The purpose of the BMS is to guarantee safe and reliable battery operation. To …

A comprehensive overview of hybrid electric vehicle: Powertrain configurations, powertrain control techniques and electronic control units

KÇ Bayindir, MA Gözüküçük, A Teke - Energy conversion and …, 2011 - Elsevier
The studies for hybrid electrical vehicle (HEV) have attracted considerable attention
because of the necessity of developing alternative methods to generate energy for vehicles …

A battery management system with a Lebesgue-sampling-based extended Kalman filter

W Yan, B Zhang, G Zhao, S Tang… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
The estimation and prediction of state-of-health (SOH) and state-of-charge (SOC) of Lithium-
ion batteries are two main functions of the battery management system (BMS). In order to …

Lithium-ion battery remaining useful life estimation with an optimized relevance vector machine algorithm with incremental learning

D Liu, J Zhou, D Pan, Y Peng, X Peng - Measurement, 2015 - Elsevier
Lithium-ion battery plays a key role in most industrial systems, which is critical to the system
availability. It is important to evaluate the performance degradation and estimate the …

Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery

Y Song, D Liu, C Yang, Y Peng - Microelectronics Reliability, 2017 - Elsevier
Electrical power system (EPS) is one of the most critical sub-systems of the spacecraft.
Lithium-ion battery is the vital component is the EPS. Remaining useful life (RUL) prediction …

A comparative study of state of charge estimation algorithms for LiFePO4 batteries used in electric vehicles

J Li, JK Barillas, C Guenther, MA Danzer - Journal of power sources, 2013 - Elsevier
One of the most important aspects in battery management systems (BMS) in electric vehicles
is the state of charge (SOC) estimation. SOC needs to be accurately determined for safety …