Thermal performance analysis of electric vehicle charging connectors

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...

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...

Impacts of Electric Vehicle Charging on Electric Power Distribution Systems

Planning Electric Vehicle Charging Stations Based on User Charging Behavior

Jinyang Li∗, Xiaoshan Sun∗, Qi Liu∗, Wei Zheng†, Hengchang Liu∗ and John Stankovic‡ ∗School of Computer Science and Technology University of Science and Technology of China, Anhui, China Email: {ljyustc, sxs1166, liuqi100}@mail.ustc.edu.cn, [email protected] †Comprehend (Suzhou) Information Technology Inc. Suzhou, Jiangsu Email: [email protected] ‡Department of Computer Science University o...