A novel framework for planning of EV parking lots in distribution networks with high PV penetration

被引：16

作者：

Haji-Aghajani, Ehsan ^{[1
]}

Hasanzadeh, Saeed ^{[1
]}

Heydarian-Forushani, Ehsan ^{[1
]}

机构：

[1] Qom Univ Technol, Dept Elect & Comp Engn, Qom, Iran

来源：

ELECTRIC POWER SYSTEMS RESEARCH | 2023年 / 217卷

关键词：

Electric vehicle; Planning; Parking; Profit maximization; Energy consumption reduction; CHARGING STATIONS;

D O I：

10.1016/j.epsr.2023.109156

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, a method based on calculating the probability of electric vehicles (EVs) entering each parking lot is proposed for the long-term planning of EV parking lots. Also, a method for optimal scheduling of charging and discharging EVs to maximize profit has been proposed. EV growth percentage during the planning horizon has been modeled using the point estimation method. Also, in order to solve the problem, a non-dominated sorting genetic algorithm has been used. The proposed method has been implemented on a distribution network of 69 buses. The results show the effectiveness of the proposed method in maximizing the profit from the construction of parking lots and saving energy consumption to reach the parking lot. In addition, the location, capacity, and optimal time of building new parking lots or increasing the capacity of existing parking lots have been optimally determined.

引用

页数：12

共 24 条

[21] Sizing and Energy Management of Parking Lots of Electric Vehicles Based on Battery Storage with Wind Resources in Distribution Network [J].

Shahrokhi, Saman ;

El-Shahat, Adel ;

Masoudinia, Fatemeh ;

Gandoman, Foad H. ;

Aleem, Shady H. E. Abdel .

ENERGIES, 2021, 14 (20)

[22] Hierarchical optimal planning approach for plug-in electric vehicle fast charging stations based on temporal-SoC charging demand characterisation [J].

Sun, Siyang ;

Yang, Qiang ;

Yan, Wenjun .

IET GENERATION TRANSMISSION & DISTRIBUTION, 2018, 12 (20) :4388-4395

[23]

Yang Y.S., 2022, FRONT EARTH SCI, P1753

[24] Modelling community-scale renewable energy and electric vehicle management for cold-climate regions using machine learning [J].

Zahedi, Rahim ;

Ghodusinejad, Mohammad hasan ;

Aslani, Alireza ;

Hachem-Vermette, Caroline .

ENERGY STRATEGY REVIEWS, 2022, 43

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