Techno-economic modelling for energy cost minimisation of a university campus to support electric vehicle charging with photovoltaic capacity optimisation

被引:15
|
作者
Wu, Yan [1 ]
Aziz, Syed Mahfuzul [1 ]
Haque, Mohammed H. [1 ]
机构
[1] Univ South Australia, UniSA STEM, Mawson Lakes, SA 5095, Australia
关键词
Electric vehicle; Workplace charging; Renewable energy sources; Solar photovoltaic; Net cost optimisation; Particle swarm optimisation; OPTIMAL-DESIGN; MANAGEMENT; OPERATION;
D O I
10.1016/j.renene.2023.119427
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Workplace charging of Electric Vehicles (EV) is a promising approach for transport decarbonization while addressing issues emerging from renewable energy growth. For workplaces, the decision to invest in EV charging infrastructure depends on the overall cost of providing this service. This study proposes a novel modelling approach to minimize the net annual energy cost of a university campus providing EV charging service using optimum capacity solar photovoltaic (PV) systems. The research includes an innovative approach to determine the campus EV charging demand and a novel net annual energy cost minimisation method combining PV size optimisation and EV charging control. A comprehensive analysis is presented to illustrate the influence of EV penetration, charging strategy, charging fees, charger cost and PV generation cost on the campus net annual energy cost. The influence of these parameters are also analysed on the optimal PV capacity, power and energy demand, and PV self-utilisation. Results show that, by using the proposed method, for 25 % EV penetration, the campus's peak demand is reduced by around 12 % and net annual energy cost is reduced by up to 9.2 % while providing free EV charging. The net annual energy cost reduction increases to over 20 % for 100 % EV penetration.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Techno-economic modelling for energy cost optimisation of households with electric vehicles and renewable sources under export limits
    Wu, Yan
    Aziz, Syed Mahfuzul
    Haque, Mohammed H.
    RENEWABLE ENERGY, 2022, 198 : 1254 - 1266
  • [2] A probabilistic framework for the techno-economic assessment of smart energy hubs for electric vehicle charging
    George-Williams, H.
    Wade, N.
    Carpenter, R. N.
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2022, 162
  • [3] Techno-Economic Analysis and Feasibility Studies of Electric Vehicle Charging Station
    Danial, Muhammad
    Azis, Fatin Amanina
    Abas, Pg Emeroylariffion
    WORLD ELECTRIC VEHICLE JOURNAL, 2021, 12 (04):
  • [4] Smart techno-economic operation of electric vehicle charging station in Egypt
    Makeen, Peter
    Ghali, Hani A.
    Memon, Saim
    Duan, Fang
    ENERGY, 2023, 264
  • [5] Techno-economic evaluation of electric vehicle charging stations based on hybrid renewable energy in China
    Li, Chong
    Shan, Yicai
    Zhang, Lei
    Zhang, Lin
    Fu, Rui
    ENERGY STRATEGY REVIEWS, 2022, 41
  • [6] Techno-Economic Design Analysis of Electric Vehicle Charging Stations Powered by Photovoltaic Technology on the Highways of Saudi Arabia
    Alhazmi, Yassir
    ENERGIES, 2025, 18 (02)
  • [7] Techno-economic feasibility of hydrogen based electric vehicle charging station: A case study
    Mohammed, Arsalan Syed
    Anuj
    Lodhi, Aditya Shyam
    Murtaza, Qasim
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2022, 46 (10) : 14145 - 14160
  • [8] Enhancing Electric Vehicle Charging Infrastructure: A Techno-Economic Analysis of Distributed Energy Resources and Local Grid Integration
    Lee, Tacklim
    Yoon, Guwon
    Kang, Byeongkwan
    Choi, Myeong-in
    Park, Sangmin
    Park, Junhyun
    Park, Sehyun
    BUILDINGS, 2024, 14 (08)
  • [9] An integrated techno-economic approach for design and energy management of heavy goods electric vehicle charging station with energy storage systems
    Shariati, O.
    Coker, P. J.
    Smith, S. T.
    Potter, B.
    Holderbaum, W.
    APPLIED ENERGY, 2024, 369
  • [10] Techno-economic assessment of photovoltaic-based charging stations for electric vehicles in developing countries
    Al-Ghussain, Loiy
    Ahmad, Adnan Darwish
    Abubaker, Ahmad M. M.
    Alrbai, Mohammad
    Ayadi, Osama
    Al-Dahidi, Sameer
    Akafuah, Nelson K. K.
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2023, 45 (01) : 523 - 541