Machine learning in state of health and remaining useful life estimation: Theoretical and technological development in battery degradation modelling

H Rauf, M Khalid, N Arshad - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Designing and deployment of state-of-the-art electric vehicles (EVs) in terms of low cost and
high driving range with appropriate reliability and security are identified as the key towards …

[HTML][HTML] Design of experiments applied to lithium-ion batteries: A literature review

LA Román-Ramírez, J Marco - Applied Energy, 2022 - Elsevier
The statistical design of experiments methodology (DoE) has been a valuable tool since its
conception for the understanding of the relationship between factors and responses …

Battery degradation in electric and hybrid electric vehicles: A survey study

L Timilsina, PR Badr, PH Hoang, G Ozkan… - IEEE …, 2023 - ieeexplore.ieee.org
The lithium-ion batteries used in electric vehicles have a shorter lifespan than other vehicle
components, and the degradation mechanism inside these batteries reduces their life even …

[HTML][HTML] A comparison between electrochemical impedance spectroscopy and incremental capacity-differential voltage as Li-ion diagnostic techniques to identify and …

C Pastor-Fernández, K Uddin… - Journal of Power …, 2017 - Elsevier
Degradation of Lithium-ion batteries is a complex process that is caused by a variety of
mechanisms. For simplicity, ageing mechanisms are often grouped into three degradation …

[HTML][HTML] Real-world study for the optimal charging of electric vehicles

ED Kostopoulos, GC Spyropoulos, JK Kaldellis - Energy Reports, 2020 - Elsevier
Abstract Electric Vehicles (EVs), accompanied with the use of Renewable Energy Sources
(RES), are the solution for the decarbonization of the transport sector and are undoubtedly …

[HTML][HTML] A comparison of methodologies for the non-invasive characterisation of commercial Li-ion cells

A Barai, K Uddin, M Dubarry, L Somerville… - Progress in Energy and …, 2019 - Elsevier
Lithium-ion cells currently power almost all electronic devices and power tools; they are a
key enabling technology for electric vehicles and are increasingly considered to be the …

Exploring lithium-Ion battery degradation: A concise review of critical factors, impacts, data-driven degradation estimation techniques, and sustainable directions for …

T Rahman, T Alharbi - Batteries, 2024 - mdpi.com
Batteries play a crucial role in the domain of energy storage systems and electric vehicles by
enabling energy resilience, promoting renewable integration, and driving the advancement …

Robust State of Health estimation of lithium-ion batteries using convolutional neural network and random forest

N Yang, Z Song, H Hofmann, J Sun - Journal of Energy Storage, 2022 - Elsevier
Abstract The State of Health (SOH) of lithium-ion batteries is directly related to their safety
and efficiency, yet effective assessment of SOH remains challenging for real-world …

Thermal management strategies for lithium-ion batteries in electric vehicles: Fundamentals, recent advances, thermal models, and cooling techniques

S Chavan, B Venkateswarlu, M Salman, J Liu… - International Journal of …, 2024 - Elsevier
This article offers a complete analysis of recent developments and problems in the cooling
applications of lithium-ion batteries (LIBs) for electric vehicles (EVs). The initial portion …

Strategies to limit degradation and maximize Li-ion battery service lifetime-Critical review and guidance for stakeholders

M Woody, M Arbabzadeh, GM Lewis… - Journal of Energy …, 2020 - Elsevier
The relationship between battery operation and their degradation and service life is complex
and not well synthesized or communicated. There is a resulting lack of awareness about …