Review of Electric Vehicle Charging Technologies, Standards, Architectures, and Converter Configurations

Electric Vehicle Charging Modeling

With an electrified passenger transportation fleet, carbon dioxide emissions could be reduced significantly depending on the electric power production mix. Increased electric power consumption due to electric vehicle charging demands of electric vehicle fleets may be met by increased amount of renewable power production in the electrical systems. With electric vehicle fleets in the transportati...

Advanced Electric Vehicle Architectures

Scheduling of Electric Vehicle Charging Station for profit maximization of Vehicles and Station in Uncertainty

Abstract: In this paper, the electric vehicle (EV) charging station scheduling process is designed to maximize the profit of EVs owners and the station operator in two steps. First, a complete model is proposed to formulate the problem of charging and discharging EVs at charging stations in one-day-ahead 24-hours. The purpose of the program is to increase the profits of EVs owners charging stat...

Understanding charging behaviour of electric vehicle users

We examined the psychological dynamics underlying charging behaviour of electric vehicle (EV) users. Data from 79 EV users were assessed in a 6-month EV field study. On average, users charged their EV three times per week, drove 38 km per day, and they typically had a large surplus of energy remaining upon recharging. Based on first findings concerning charging style among mobile phone users, w...

Stochastic Control of Electric Vehicle Charging

Kyle Anderson CS 229 Machine Learning Final Project Abstract— This project attempts several methods to optimize charging schedules for electric vehicles on a constrained radial network using machine learning. In the first approach, electric vehicles act as independent agents in a QLearning framework, receiving negative rewards based on congestion charges calculated from their contribution to o...