Electric vehicles (EVs) are expected to reduce carbon emissions from transportation. For this reason, many vehicle manufacturers, countries and international organizations develop their energy and transportation policies in this direction and also support them with practices. As a result of the policies implemented and developments in battery technologies, serious increases are expected in the sales of the EV sector. However, there should be sufficient charging stations for EV charging. The increase in charging stations is expected to cause some positive and negative effects on the grid. In order for electric vehicles to be more acceptable in terms of power systems, it is necessary to understand what kind of electrical character they show. In this article, EV electrical modeling is performed over a charging period by Monte Carlo Simulation using the actual charging data of some EV models charged in a single phase 7,2 kW- 240 V charger. The generated probabilistic model was validated by comparing it with real data. Thus, a reliable modeling has been presented for EV, which is a new load in power systems.
Electric vehicles Monte Carlo simulation Probabilistic modeling Charging stations Electrification
Birincil Dil | İngilizce |
---|---|
Konular | Elektrik Mühendisliği |
Bölüm | Articles |
Yazarlar | |
Yayımlanma Tarihi | 1 Nisan 2023 |
Gönderilme Tarihi | 24 Ağustos 2022 |
Kabul Tarihi | 28 Mart 2023 |
Yayımlandığı Sayı | Yıl 2023 Cilt: 7 Sayı: 1 |
International Journal of Automotive Science and Technology (IJASTECH) is published by Society of Automotive Engineers Turkey