[HTML][HTML] The development of machine learning-based remaining useful life prediction for lithium-ion batteries

X Li, D Yu, VS Byg, SD Ioan - Journal of Energy Chemistry, 2023 - Elsevier
Lithium-ion batteries are the most widely used energy storage devices, for which the
accurate prediction of the remaining useful life (RUL) is crucial to their reliable operation and …

Review of Methods for Improving the Energy Efficiency of Electrified Ground Transport by Optimizing Battery Consumption

NV Martyushev, BV Malozyomov, IH Khalikov… - Energies, 2023 - mdpi.com
The article reviews the existing methods of increasing the energy efficiency of electric
transport by analyzing and studying the methods of increasing the energy storage resource …

Perspectives and challenges for future lithium-ion battery control and management

Y Wang, X Zhang, K Li, G Zhao, Z Chen - 2023 - Elsevier
The safety issue of the lithium-ion batteries is the key to their application and development.
The management of lithium-ion batteries has been a hot topic of research for many years …

Study of supercapacitors built in the start-up system of the main diesel locomotive

BV Malozyomov, NV Martyushev, VA Kukartsev… - Energies, 2023 - mdpi.com
A successful guaranteed launch of a mainline diesel locomotive is one of the most important
and urgent problems of the rolling stock operation. Improvement of the start-up system of the …

Integrated battery thermal and energy management for electric vehicles with hybrid energy storage system: A hierarchical approach

Y Wu, Z Huang, D Li, H Li, J Peng, JM Guerrero… - Energy Conversion and …, 2024 - Elsevier
Battery cooling is crucial for electric vehicles' thermal safety, energy consumption, and
battery life in hot climatic conditions. For electric vehicles with battery/supercapacitor hybrid …

Mathematical Modeling of the State of the Battery of Cargo Electric Vehicles

NV Martyushev, BV Malozyomov, SN Sorokova… - Mathematics, 2023 - mdpi.com
In this paper, a mathematical simulation model of an electric vehicle traction battery has
been developed, in which the battery was studied during the dynamic modes of its charge …

Venting particle-induced arc of lithium-ion batteries during the thermal runaway

C Li, H Wang, Y Li, L Lu - ETransportation, 2024 - Elsevier
Thermal runaway of lithium-ion batteries will release a large amount of particles with
elevated temperature and high velocity, probably resulting in arc failures. In this study, we …

Optimal design and power management control of hybrid biofuel–electric powertrain

JJ Eckert, FL Silva, SF da Silva, AV Bueno… - Applied Energy, 2022 - Elsevier
This paper presents a multi-objective optimization procedure for a hybrid biofuel–electric
vehicle (HBEV) powertrain design and fuzzy logic control. The vehicle concept is based on …

Integrated energy and thermal management strategy for extended range electric vehicle based on battery temperature and state-of-charge global planning

Y Yu, J Jiang, H Min, Z Zhang, W Sun, Q Cao - Energy Conversion and …, 2023 - Elsevier
There is a coupling relationship between energy and thermal management of extended
range electric vehicle (EREV), so developing an integrated energy and thermal …

[HTML][HTML] Energy management of hydrogen hybrid electric vehicles—A potential analysis

DT Machacek, NO Yasar, T Huber, CH Onder - International Journal of …, 2024 - Elsevier
The hydrogen combustion engine (H 2 ICE) is known to be able to burn H 2, producing no
CO 2 emissions and extremely low engine-out NO x eo emissions. In this work, the potential …