Advancing state of charge management in electric vehicles with machine learning: A technological review

A Mousaei, Y Naderi, IS Bayram - IEEE Access, 2024 - ieeexplore.ieee.org
As the share of electric vehicles increases, electric vehicles are exposed to broader of
driving conditions (eg, extreme weather), which reduce the performance and driving ranges …

Prediction of electric vehicle driving range and performance characteristics: A review on analytical modeling strategies with its influential factors and improvisation …

A Gurusamy, B Ashok, B Mason - IEEe Access, 2023 - ieeexplore.ieee.org
Electric mobility is getting prominence in modern transportation as government policies aim
to reduce greenhouse gas (GHG) emissions. In the context of real-time testing, numerical …

Predicting the remaining useful life of supercapacitors under different operating conditions

G Qi, N Ma, K Wang - Energies, 2024 - mdpi.com
With the rapid development of the new energy industry, supercapacitors have become key
devices in the field of energy storage. To forecast the remaining useful life (RUL) of …

Optimal battery thermal management for electric vehicles with battery degradation minimization

Y Wu, Z Huang, D Li, H Li, J Peng, D Stroe, Z Song - Applied Energy, 2024 - Elsevier
The control of a battery thermal management system (BTMS) is essential for the thermal
safety, energy efficiency, and durability of electric vehicles (EVs) in hot weather. To address …

Health-conscious predictive energy management strategy with hybrid speed predictor for plug-in hybrid electric vehicles: Investigating the impact of battery electro …

J Han, W Liu, Y Zheng, A Khalatbarisoltani, Y Yang… - Applied Energy, 2023 - Elsevier
Improving plug-in hybrid electric vehicles (PHEVs) fuel economy requires a proper energy
management strategy (EMS). Efforts to enhance the energy-saving performance of …

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 …

Co-optimization of speed planning and cost-optimal energy management for fuel cell trucks under vehicle-following scenarios

B Chen, R Ma, Y Zhou, R Ma, W Jiang… - Energy Conversion and …, 2024 - Elsevier
Fuel cell hybrid electric heavy-duty vehicles play a key role to realize green and low-carbon
travel. To cope with actual traffic environment, an advanced energy management strategy …

Freestanding electrodes based on nitrogen-doped carbon nanofibers and zeolitic imidazolate framework-derived ZnO for flexible supercapacitors

H Gao, B Joshi, E Samuel, A Khadka, SW Kim… - Applied Surface …, 2024 - Elsevier
This study investigates the carbonization of electrospun fibers derived from zeolitic
imidazolate framework (ZIF)-7/polyacrylonitrile solutions containing urea or …