Electric vehicles penetration and grid impact for local energy models

Research on Demand Response of Electric Vehicle Agents Based on Multi-Layer Machine Learning Algorithm

“…At present, many literatures of EV service providers are focus on the centralized charging piles. The load modeling methods of charging station [5][6], EV charging and discharging scheduling methods [7][8] are studied. However, centralized charging stations have the problems of limited charging piles and far distances from residential buildings.…”

A New Methodology for the Optimal Charging Coordination of Electric Vehicles Considering Vehicle-to-Grid Technology

“…The transport sector is becoming part of the electrification movement. As such, the use of electric vehicles (EV) will increase over the coming years [1], [2]. Instead of fossil fuel energy, EVs use batteries to store the energy needed for transportation.…”