Electric vehicles have been gaining attention as a cleaner means of transportation that is
low-carbon and environmentally friendly and can reduce greenhouse gas emissions and air …

Electric vehicles (EVs) contribute to reducing fossil fuel dependence and environmental
pollution problems. However, due to complex charging behaviors and the high demand for …

In this paper, multiple featured machine learning algorithms and deep learning algorithms
are applied in forecasting the electric vehicles charging load profile from real datasets of …

Greenhouse gas (GHG) emission and excessive fuel consumption have become a pressing
issue nowadays. Particularly, CO2 emissions from transportation account for approximately …

The immense growth and penetration of electric vehicles has become a major component of
smart transport systems; thereby decreasing the greenhouse gas emissions that pollute the …

Short-term prediction of the Electric Vehicle (EV) charging demand is of great importance to
the operation of EV fleets and charging stations. This paper develops a Long Short-Term …

Electric vehicles (EVs) have been introduced as an alternative to gasoline and diesel cars to
reduce greenhouse gas emissions, optimize fossil fuel use, and protect the environment …

The transport sector is a prominent source of increasing fuel consumption and greenhouse
gas (GHG) emissions. Electric vehicle (EV) is deemed an appealing solution for those …

Grid-connected plug-in electric vehicle charging stations having integrated renewable
energy sources like photovoltaic (PV) systems with battery energy storage help manage the …

With the widespread use of electric vehicles, their charging power demand has increased
and become a significant burden on power grids. The uncoordinated deployment of electric …