Charge Scheduling of Electric Vehicle Fleets: Maximizing Battery Remaining Useful Life Using Machine Learning Models

D Geerts, R Medina, W van Sark, S Wilkins - Batteries, 2024 - mdpi.com
Reducing greenhouse emissions can be done via the electrification of the transport industry.
However, there are challenges related to the electrification such as the lifetime of vehicle …

Optimal charging of electric vehicle fleets: Minimizing battery degradation and grid congestion using Battery Storage Systems

D Geerts, R Medina, W Van Sark… - … on Sustainable Mobility …, 2022 - ieeexplore.ieee.org
The electrification of the transport industry is rapidly becoming a solution to mitigate the
greenhouse emissions problem. However, this electrification faces multiple challenges …

Real-time optimal charging strategy for a fleet of electric vehicles minimizing battery degradation

S Rath, R Medina, S Wilkins - 2023 IEEE 3rd International …, 2023 - ieeexplore.ieee.org
The electrification of the transportation industry has emerged as a promising solution to
reduce automotive emissions. However, this transition presents various challenges, such as …

Optimal scheduling to manage an electric bus fleet overnight charging

A Houbbadi, R Trigui, S Pelissier, E Redondo-Iglesias… - Energies, 2019 - mdpi.com
Electro-mobility is increasing significantly in the urban public transport and continues to face
important challenges. Electric bus fleets require high performance and extended longevity of …

Genetic algorithm for optimal charge scheduling of electric vehicle fleet

M Elmehdi, M Abdelilah - … of the 2nd International Conference on …, 2019 - dl.acm.org
Electric Vehicles (EV) are gradually conquering more roads and replacing pollutant
conventional vehicles. They seem to be used to store energy in clean and smart grids to …

Optimization of electric vehicle charge scheduling with consideration of battery degradation

R Jovanovic, S Bayhan… - 2022 24th European …, 2022 - ieeexplore.ieee.org
In this work, we explore the potential of exploiting the demand-flexibility of electric vehicles
(EVs) for flattening the electricity duck curve that emerge as a result of growing solar power …

Long-trip optimal energy planning with online mass estimation for battery electric vehicles

K Maalej, S Kelouwani, K Agbossou… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
This paper addresses the optimal battery charging schedule for a long trip. Starting with a
fully charged battery, the electric vehicle (EV) must stop at least once for battery charging …

Two-layer genetic algorithm for the charge scheduling of electric vehicles

NT Milas, DA Mourtzis, PI Giotakos… - 2020 22nd European …, 2020 - ieeexplore.ieee.org
The advent of Electric Vehicles (EV) may introduce disturbances to the operation of the
Power Grid, due to the great demands of electric power that is required during the …

Development and analysis of a charging algorithm for electric vehicle fleets extending battery lifetime

F Ruecker, I Bremer, DU Sauer - 2016 IEEE Transportation …, 2016 - ieeexplore.ieee.org
The economic viability of the incorporation of electric vehicles (EVs) into a vehicle fleet
strongly depends on the lifetime of the EVs. In this paper a model including a nonlinear …

Non-Linear Charge Functions for Electric Vehicle Scheduling with Dynamic Recharge Rates (Short Paper)

F Löbel, R Borndörfer, S Weider - 23rd Symposium on …, 2023 - drops.dagstuhl.de
The ongoing electrification of logistics systems and vehicle fleets increases the complexity of
associated vehicle routing or scheduling problems. Battery-powered vehicles have to be …