Analysis of the current electric battery models for electric vehicle simulation

G Saldaña, JI San Martín, I Zamora, FJ Asensio… - Energies, 2019 - mdpi.com
Electric vehicles (EVs) are a promising technology to reduce emissions, but its development
enormously depends on the technology used in batteries. Nowadays, batteries based on …

An improved state of charge estimation method based on cubature Kalman filter for lithium-ion batteries

J Peng, J Luo, H He, B Lu - Applied energy, 2019 - Elsevier
In this paper, an improved state of charge (SOC) estimation method of Lithium-Ion battery is
developed based on a cubature Kalman filter (CKF) supported by experimental data. Firstly …

Fading Kalman filter-based real-time state of charge estimation in LiFePO4 battery-powered electric vehicles

KC Lim, HA Bastawrous, VH Duong, KW See, P Zhang… - Applied Energy, 2016 - Elsevier
A novel online estimation technique for estimating the state of charge (SoC) of a lithium iron
phosphate (LiFePO 4) battery has been developed. Based on a simplified model, the open …

Butler–volmer-equation-based electrical model for high-power lithium titanate batteries used in electric vehicles

S Liu, J Jiang, W Shi, Z Ma, H Guo - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The lithium titanate battery, which uses Li 4 Ti 5 O 12 (LTO) as its anode instead of graphite,
is a promising candidate for fast charging and power assist vehicular applications due to its …

Big-data-based thermal runaway prognosis of battery systems for electric vehicles

J Hong, Z Wang, P Liu - Energies, 2017 - mdpi.com
A thermal runaway prognosis scheme for battery systems in electric vehicles is proposed
based on the big data platform and entropy method. It realizes the diagnosis and prognosis …

Complete cell-level lithium-ion electrical ECM model for different chemistries (NMC, LFP, LTO) and temperatures (− 5 C to 45 C)–Optimized modelling techniques

A Nikolian, J Jaguemont, J De Hoog, S Goutam… - International Journal of …, 2018 - Elsevier
In this study a complete cell-level electrical equivalent circuit model (ECM) of energy and
power lithium-ion cells with 3 different chemistries and multiple temperatures (− 5° C to 45° …

Online dynamic equalization adjustment of high-power lithium-ion battery packs based on the state of balance estimation

S Wang, L Shang, Z Li, H Deng, J Li - Applied Energy, 2016 - Elsevier
A novel concept named as state of balance (SOB) is proposed and its online dynamic
estimation method is presented for the high-power lithium-ion battery (LIB) packs, based on …

Lithium-ion battery SOC estimation study based on Cubature Kalman filter

J Luo, J Peng, H He - Energy Procedia, 2019 - Elsevier
In this paper, a state of charge (SOC) estimation method of Lithium-Ion battery is developed
based on a cubature Kalman filter (CKF) supported by experimental data. Firstly, an …

A comprehensive algorithm for estimating lithium-ion battery parameters from measurements

D Dvorak, T Bäuml, A Holzinger… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The use of equivalent circuit models for simulating the operating behavior of lithium-ion
batteries is well established in the automotive and the renewable energy sector. However …

A fractional-Order kinetic battery model of lithium-Ion batteries considering a nonlinear capacity

Q Zhang, Y Li, Y Shang, B Duan, N Cui, C Zhang - Electronics, 2019 - mdpi.com
Accurate battery models are integral to the battery management system and safe operation
of electric vehicles. Few investigations have been conducted on the influence of current rate …