Multi-objective economic dispatch of a microgrid considering electric vehicle and transferable load

被引:98
|
作者
Hou, Hui [1 ]
Xue, Mengya [1 ]
Xu, Yan [2 ]
Xiao, Zhenfeng [3 ]
Deng, Xiangtian [1 ]
Xu, Tao [1 ]
Liu, Peng [1 ]
Cui, Rongjian [1 ]
机构
[1] Wuhan Univ Technol, Sch Automat, Wuhan, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
[3] State Grid Hunan Elect Power Co Ltd, Inst Econ & Technol, Changsha, Peoples R China
关键词
Electric vehicles; Transferable load; Microgrid economic dispatch; Multi-objective; Pareto front; ENERGY MANAGEMENT; STORAGE; POWER; OPTIMIZATION; SYSTEM; MODEL;
D O I
10.1016/j.apenergy.2020.114489
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In order to investigate the impact of electric vehicles' charging-discharging behaviour and demand side response resources on the economic operation of photovoltaic grid-connected microgrid system, a multi-objective model of microgrid economic dispatching with electric vehicles, transferable load and other distributed generations (diesel engines and energy storage unit) is proposed in this paper. The model takes the comprehensive operating cost of microgrid, the utilization rate of photovoltaic energy and the power fluctuation between the microgrid and main grid as objectives. Moreover, four different cases of microgrid economic dispatch considering electric vehicles and transferable load are put forward, which are electric vehicles' orderly charging and discharging and transferable load participating in demand response in Case 1, electric vehicles' charging randomly and the transferable load participating in demand response in Case 2, electric vehicles orderly charging and discharging and transferable load not participating in demand response in Case 3, electric vehicles' charging randomly and the transferable load not participating in the demand response in Case 4. Multi-objective Seeker Optimization Algorithm and the method of fuzzy membership function are applied in this study to obtain the optimal results. The simulation analysis shows that the orderly charging-discharging behaviour of electric vehicles and the participation of transferable load can effectively improve the economic costs, efficiency and security of microgrid economic operation.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Multi-objective Hierarchical Economic Dispatch for Microgrid Considering Charging and Discharging of Electric Vehicles
    Hou, Hui
    Xue, Mengya
    Chen, Guoyan
    Tang, Jinrui
    Xu, Tao
    Liu, Peng
    [J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2019, 43 (17): : 55 - 62
  • [2] Multi-objective Economic Dispatch Model for A Microgrid Considering Reliability
    Mao Meiqin
    Ji Meihong
    Dong Wei
    Chang, Liuchen
    [J]. IEEE PEDG 2010: THE 2ND INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS, 2010, : 993 - 998
  • [3] Microgrid multi-objective economic dispatch optimization
    Shanghai University of Electric Power, Yangpu District, Shanghai 200090, China
    [J]. Zhongguo Dianji Gongcheng Xuebao, 2013, 19 (57-66):
  • [4] Multi-objective optimal load dispatch of microgrid with stochastic access of electric vehicles
    Lu, Xinhui
    Zhou, Kaile
    Yang, Shanlin
    Liu, Huizhou
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 195 : 187 - 199
  • [5] Multi-objective Planning of Microgrid Considering Electric Vehicles Charging Load
    Peng, Qiao
    Wang, Xiuli
    Shi, Shuo
    Wang, Shuai
    Yan, Sheng
    Chen, Yutian
    [J]. 2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 1172 - 1179
  • [6] A Multi-objective Optimization Strategy for the Economic Dispatch in a Microgrid
    Loyarte, Ariel S.
    Clementi, Luis A.
    Vega, Jorge R.
    [J]. 2016 IEEE PES TRANSMISSION & DISTRIBUTION CONFERENCE AND EXPOSITION-LATIN AMERICA (PES T&D-LA), 2016,
  • [7] Multi-Objective Dynamic Economic Dispatch of Microgrid Systems Including Vehicle-to-Grid
    Liu, Haitao
    Ji, Yu
    Zhuang, Huaidong
    Wu, Hongbin
    [J]. ENERGIES, 2015, 8 (05) : 4476 - 4495
  • [8] Multi-objective optimization of campus microgrid system considering electric vehicle charging load integrated to power grid
    Huang, Yongyi
    Masrur, Hasan
    Lipu, Molla Shahadat Hossain
    Howlader, Harun Or Rashid
    Gamil, Mahmoud M.
    Nakadomari, Akito
    Mandal, Paras
    Senjyu, Tomonobu
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2023, 98
  • [9] Multi-objective optimal dispatch of microgrid containing electric vehicles
    Lu, Xinhui
    Zhou, Kaile
    Yang, Shanlin
    [J]. JOURNAL OF CLEANER PRODUCTION, 2017, 165 : 1572 - 1581
  • [10] Differential Evolution Algorithm for Multi-objective Economic Load Dispatch Considering Minimum Emission Costs
    Yao, Fang
    Meng, Ke
    Xu, Zhao
    Dong, Zhao Yang
    Iu, Herbert
    Zhao, Jun Hua
    Wong, Kit Po
    [J]. 2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2011,