Coordinated Planning of Electric Vehicle Charging Infrastructure and Renewables in Power Grids
نویسندگان
چکیده
This paper proposes a new planning model to coordinate the expansion of electric vehicle charging infrastructure (EVCI) and renewables in power grids. Firstly, individual (EV) behaviours are modeled considering EV customers adopting smart services as main method those using fast charging, super battery swapping complementary approach. Next, aggregation associated system economic dispatch built. A novel predictive control (MPC) learning approach is then proposed iteratively learn correlation between different types loads interactions with other generating units modern grids future. The simulation results demonstrate that can be used quantify ratio region strategically guide on integration EVs achieve clean energy transition goals. framework also decide capacity needs demand zone.
منابع مشابه
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...
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ژورنال
عنوان ژورنال: IEEE open access journal of power and energy
سال: 2023
ISSN: ['2687-7910']
DOI: https://doi.org/10.1109/oajpe.2023.3245993