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Machine learning in state of health and remaining useful life estimation: Theoretical and technological development in battery degradation modelling
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 …
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 …
conception for the understanding of the relationship between factors and responses …
Battery degradation in electric and hybrid electric vehicles: A survey study
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 …
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 …
mechanisms. For simplicity, ageing mechanisms are often grouped into three degradation …
[HTML][HTML] Real-world study for the optimal charging of electric vehicles
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 …
(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
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 …
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 …
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 …
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
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 …
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
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 …
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
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 …
and not well synthesized or communicated. There is a resulting lack of awareness about …