Energy Management System for Hybrid Renewable Energy-Based Electric Vehicle Charging Station

被引：50

作者：

Karmaker, Ashish Kumar ^{[1
,2
]}

Hossain, Md. Alamgir ^{[3
]}

Pota, Hemanshu Roy ^{[1
]}

Onen, Ahmet ^{[4
]}

Jung, Jaesung ^{[5
]}

机构：

[1] Univ New South Wales UNSW, Sch Engn & Informat Technol, Canberra, ACT 2600, Australia

[2] Dhaka Univ Engn & Technol, Dept Elect & Elect Engn, Gazipur 1707, Bangladesh

[3] Griffith Univ, Queensland Micro & Nanotechnol Ctr, Nathan, Qld 4111, Australia

[4] Sultan Qaboos Univ, Coll Engn, Dept Elect & Comp Engn, Muscat 123, Oman

[5] Ajou Univ, Dept Energy Syst Res, Suwon 16499, South Korea

来源：

IEEE ACCESS | 2023年 / 11卷

关键词：

Renewable energy sources; Costs; Electric vehicle charging; Optimization; Batteries; Energy management; State of charge; Electric vehicle; electric vehicle charging station; fuzzy logic; renewable resources; FEASIBILITY; QUALITY;

D O I：

10.1109/ACCESS.2023.3259232

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper introduces an energy management algorithm for a hybrid solar and biogas-based electric vehicle charging station (EVCS) that considers techno-economic and environmental factors. The proposed algorithm is designed for a 20-kW EVCS and uses a fuzzy inference system in MATLAB SIMULINK to manage power generation, EV power demand, charging periods, and existing charging rates to optimize real-time charging costs and renewable energy utilization. The results show that the proposed algorithm reduces energy costs by 74.67% compared to existing flat rate tariffs and offers lower charging costs for weekdays and weekends. The integration of hybrid renewables also results in a significant reduction in greenhouse gas emissions, with payback periods for charging station owners being relatively short, making the project profitable.

引用

页码：27793 / 27805

页数：13

共 58 条

[1] Cost Minimization Energy Control Including Battery Aging for Multi-Source EV Charging Station [J].

Abronzini, Umberto ;

Attaianese, Ciro ;

D'Arpino, Matilde ;

Di Monaco, Mauro ;

Tomasso, Giuseppe .

ELECTRONICS, 2019, 8 (01)

[2]

Aggarwal S., 2021, UTIL ENV EFFECTS, DOI [10.1080/15567036.2021.1976322, DOI 10.1080/15567036.2021.1976322]

[3] Towards Developing a Mobile Application for Illiterate People to Reduce Digital Divide [J].

Ahmed, Md Arman ;

Islam, Muhammad Nazrul ;

Jannat, Fatima ;

Sultana, Zinia .

2019 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI - 2019), 2019,

[4] Optimal resiliency-oriented charging station allocation for electric vehicles considering uncertainties [J].

Akhgarzarandy, Farshad ;

Wang, Honghua ;

Farzinfar, Mehdi .

INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2021, 31 (04)

[5]

Amir M., 2022, FRONT ENERGY RES, V10, P222

[6]

Amirian M., 2021, In 2021 IEEE transportation electrification conference (ITEC-India), P1

[7] Development of renewable energy sector in Bangladesh: Current status and future potentials [J].

Baky, Md. Abdullah Hil ;

Rahman, Md. Mustafizur ;

Islam, A. K. M. Sadrul .

RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 73 :1184-1197

[8] Multi-objective simultaneous optimal planning of electrical vehicle fast charging stations and DGs in distribution system [J].

Battapothula, Gurappa ;

Yammani, Chandrasekhar ;

Maheswarapu, Sydulu .

JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2019, 7 (04) :923-934

[9]

Berthelot D, 2020, INT C LEARN REPR

[10] A Fuzzy Energy Management Strategy for the Coordination of Electric Vehicle Charging in Low Voltage Distribution Grids [J].

Boglou, Vasileios ;

Karavas, Christos-Spyridon ;

Arvanitis, Konstantinos ;

Karlis, Athanasios .

ENERGIES, 2020, 13 (14)

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