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 …

Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility

SM Rezvanizaniani, Z Liu, Y Chen, J Lee - Journal of power sources, 2014 - Elsevier
As hybrid and electric vehicle technologies continue to advance, car manufacturers have
begun to employ lithium ion batteries as the electrical energy storage device of choice for …

A survey of mathematics-based equivalent-circuit and electrochemical battery models for hybrid and electric vehicle simulation

A Seaman, TS Dao, J McPhee - Journal of Power Sources, 2014 - Elsevier
In this paper, we survey two kinds of mathematics-based battery models intended for use in
hybrid and electric vehicle simulation. The first is circuit-based, which is founded upon the …

State-of-charge estimation of the lithium-ion battery using an adaptive extended Kalman filter based on an improved Thevenin model

H He, R **ong, X Zhang, F Sun… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
An adaptive Kalman filter algorithm is adopted to estimate the state of charge (SOC) of a
lithium-ion battery for application in electric vehicles (EVs). Generally, the Kalman filter …

A comprehensive review on estimation strategies used in hybrid and battery electric vehicles

MU Cuma, T Koroglu - Renewable and Sustainable Energy Reviews, 2015 - Elsevier
In recent years, a significant interest in hybrid and battery electric vehicles has arisen
globally due to reducing fuel consumption, mitigating dependence on imported oil and …

Comparison study on the battery models used for the energy management of batteries in electric vehicles

H He, R **ong, H Guo, S Li - Energy Conversion and Management, 2012 - Elsevier
Battery model plays an important role in the simulation of electric vehicles (EVs) and states
estimation of the batteries in the development of the model-based battery management …

On-board state of health estimation of LiFePO4 battery pack through differential voltage analysis

L Wang, C Pan, L Liu, Y Cheng, X Zhao - Applied energy, 2016 - Elsevier
Battery state of health (SOH) estimation is a crucial challenge for electric vehicles due to the
complicated aging mechanism of a battery. In this paper, a new method for battery SOH …

An adaptive unscented Kalman filtering approach for online estimation of model parameters and state-of-charge of lithium-ion batteries for autonomous mobile robots

M Partovibakhsh, G Liu - IEEE Transactions on Control Systems …, 2014 - ieeexplore.ieee.org
In this brief, to get a more accurate and robust state of charge (SoC) estimation, the lithium-
ion battery model parameters are identified using an adaptive unscented Kalman filtering …

State-of-charge estimation and state-of-health prediction of a Li-ion degraded battery based on an EKF combined with a per-unit system

J Kim, BH Cho - IEEE transactions on Vehicular Technology, 2011 - ieeexplore.ieee.org
This paper describes the application of an extended Kalman filter (EKF) combined with a per-
unit (pu) system to the identification of suitable battery model parameters for the high …

A novel approach for state of charge estimation based on adaptive switching gain sliding mode observer in electric vehicles

X Chen, W Shen, Z Cao, A Kapoor - Journal of Power Sources, 2014 - Elsevier
In this paper, a novel approach for battery state of charge (SOC) estimation in electric
vehicles (EVs) based on an adaptive switching gain sliding mode observer (ASGSMO) has …