Artificial Neural Networks, Gradient Boosting and Support Vector Machines for electric vehicle battery state estimation: A review

A Manoharan, KM Begam, VR Aparow… - Journal of Energy …, 2022 - Elsevier
Abstract In recent years, Artificial Intelligence has been widely used for determining the
current state of Li-ion batteries used for Electric Vehicle applications. It is crucial to have an …

A review of modeling, management, and applications of grid-connected Li-ion battery storage systems

M Rouholamini, C Wang, H Nehrir, X Hu… - … on Smart Grid, 2022 - ieeexplore.ieee.org
The intermittency of renewable energy sources makes the use of energy storage systems
(ESSs) indispensable in modern power grids for supply-demand balancing and reliability …

Perspectives on Li‐ion battery categories for electric vehicle applications: a review of state of the art

PH Camargos, PHJ dos Santos… - … Journal of Energy …, 2022 - Wiley Online Library
Lithium‐ion batteries are widely used in the market, and are continuously improving, given
their numerous benefits. Choosing the best materials for the cathode is fundamental for …

Circular economy of Li Batteries: Technologies and trends

H Ali, HA Khan, MG Pecht - Journal of Energy Storage, 2021 - Elsevier
Due to the rapid expansion of electric vehicles and portable electronics, the demand for
lithium-ion batteries is increasing, resulting in supply risks in obtaining lithium, cobalt, and …

A review on methods for state of health forecasting of lithium-ion batteries applicable in real-world operational conditions

F von Bülow, T Meisen - Journal of Energy Storage, 2023 - Elsevier
The ageing of Lithium-ion batteries can be described as change of state of health (∆ SOH). It
depends on the battery's operation during charging, discharging, and rest phases. Mapping …

Application domain extension of incremental capacity-based battery SoH indicators

BO Agudelo, W Zamboni, E Monmasson - Energy, 2021 - Elsevier
Abstract The Incremental Capacity (IC) analysis is used to characterise the capacity and the
battery state of health, aged by cycling patterns with randomly selected pulsed current levels …

Modelling and estimation of vanadium redox flow batteries: A review

T Puleston, A Clemente, R Costa-Castelló, M Serra - Batteries, 2022 - mdpi.com
Redox flow batteries are one of the most promising technologies for large-scale energy
storage, especially in applications based on renewable energies. In this context …

State of health estimation of the lithium-ion power battery based on the principal component analysis-particle swarm optimization-back propagation neural network

M Wu, Y Zhong, J Wu, Y Wang, L Wang - Energy, 2023 - Elsevier
State of Health (SOH) estimation of the lithium-ion power battery has become the focus of
the research and it has important scientific significance for optimizing the battery energy …

Second life of lithium-ion batteries of electric vehicles: A short review and perspectives

CH Illa Font, HV Siqueira, JE Machado Neto… - Energies, 2023 - mdpi.com
Technological advancement in storage systems has currently stimulated their use in
miscellaneous applications. The devices have gained prominence due to their increased …

A review on recent advances on improving fuel economy and performance of a fuel cell hybrid electric vehicle

H Togun, HSS Aljibori, AM Abed, N Biswas… - International Journal of …, 2024 - Elsevier
Fuel cell hybrid electric vehicles (FCHEVs) are gaining recognition as a pivotal innovation in
the quest for sustainable transportation, seamlessly blending the advantages of fuel cells …