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.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

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...

متن کامل

Modeling and Optimization for Electric Vehicle Charging Infrastructure

We study how the electric vehicles (EVs) of today would perform in meeting the driving needs of vehicle owners, and propose an optimization model to find locations for charging stations needed to support EV usage. We take publicly available data from travel surveys that are person oriented and construct vehicle centric datasets. Chicago and Seattle metropolitan areas are selected as showcases f...

متن کامل

Master-Slave Control Scheme in Electric Vehicle Smart Charging Infrastructure

WINSmartEV is a software based plug-in electric vehicle (PEV) monitoring, control, and management system. It not only incorporates intelligence at every level so that charge scheduling can avoid grid bottlenecks, but it also multiplies the number of PEVs that can be plugged into a single circuit. This paper proposes, designs, and executes many upgrades to WINSmartEV. These upgrades include new ...

متن کامل

development and implementation of an optimized control strategy for induction machine in an electric vehicle

in the area of automotive engineering there is a tendency to more electrification of power train. in this work control of an induction machine for the application of electric vehicle is investigated. through the changing operating point of the machine, adapting the rotor magnetization current seems to be useful to increase the machines efficiency. in the literature there are many approaches wh...

15 صفحه اول

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

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