Towards machine-learning driven prognostics and health management of Li-ion batteries. A comprehensive review

S Khaleghi, MS Hosen, J Van Mierlo… - … and Sustainable Energy …, 2024 - Elsevier
Prognostics and health management (PHM) has emerged as a vital research discipline for
optimizing the maintenance of operating systems by detecting health degradation and …

Lithium-ion battery operation, degradation, and aging mechanism in electric vehicles: An overview

J Guo, Y Li, K Pedersen, DI Stroe - Energies, 2021 - mdpi.com
Understanding the aging mechanism for lithium-ion batteries (LiBs) is crucial for optimizing
the battery operation in real-life applications. This article gives a systematic description of …

Developing an online data-driven approach for prognostics and health management of lithium-ion batteries

S Khaleghi, MS Hosen, D Karimi, H Behi, SH Beheshti… - Applied Energy, 2022 - Elsevier
Lithium-ion batteries have achieved dominance in energy storage systems. Meanwhile,
there is a demand for the reliability of lithium-ion batteries. Battery prognostics and health …

[HTML][HTML] The feasibility of heavy battery electric trucks

B Nykvist, O Olsson - Joule, 2021 - cell.com
Research on the decarbonization of transport often concludes that heavy battery electric
trucks are infeasible due to the incompatibility of long driving distance with high energy use …

[HTML][HTML] Thermal management analysis using heat pipe in the high current discharging of lithium-ion battery in electric vehicles

H Behi, D Karimi, M Behi, J Jaguemont… - Journal of energy …, 2020 - Elsevier
Thermal management system (TMS) for commonly used lithium-ion (Li-ion) batteries is an
essential requirement in electric vehicle operation due to the excessive heat generation of …

Online health diagnosis of lithium-ion batteries based on nonlinear autoregressive neural network

S Khaleghi, D Karimi, SH Beheshti, MS Hosen, H Behi… - Applied Energy, 2021 - Elsevier
Battery health diagnostics is extremely crucial to guaranty the availability and reliability of
the application in which they operate. Data-driven health diagnostics methods, particularly …

Environmental impact of the second life of an automotive battery: Reuse and repurpose based on ageing tests

M Philippot, D Costa, MS Hosen, A Senécat… - Journal of Cleaner …, 2022 - Elsevier
The growth of the electric vehicle (EV) market increases the interest in used batteries,
making the evaluation of second life battery degradation and their environmental impact …

Battery lifetime prediction and performance assessment of different modeling approaches

MS Hosen, J Jaguemont, J Van Mierlo, M Berecibar - Iscience, 2021 - cell.com
Lithium-ion battery technologies have conquered the current energy storage market as the
most preferred choice thanks to their development in a longer lifetime. However, choosing …

[HTML][HTML] Design approaches for Li-ion battery packs: A review

P Cicconi, P Kumar - Journal of Energy Storage, 2023 - Elsevier
Nowadays, battery design must be considered a multi-disciplinary activity focused on
product sustainability in terms of environmental impacts and cost. The paper reviews the …

A compact and optimized liquid-cooled thermal management system for high power lithium-ion capacitors

D Karimi, H Behi, MS Hosen, J Jaguemont… - Applied Thermal …, 2021 - Elsevier
Designing a proper thermal management system (TMS) is indispensable to the energy
storage systems (ESS) of electric vehicles for reliability and safety. The high heat transfer …