Robust Energy Management Approach for a Microgrid Considering Uncertainties

被引:0
|
作者
Chen, Tengpeng [1 ,2 ]
Cao, Yuhao [2 ]
Chen, Xuebing [3 ]
Sun, Yuhao [4 ,5 ]
机构
[1] Xiamen Univ, Shenzhen Res Inst, Shenzhen 518000, Peoples R China
[2] Xiamen Univ, Dept Instrumental & Elect Engn, Xiamen 361102, Peoples R China
[3] Sungrow Shanghai Co Ltd, Shanghai 201203, Peoples R China
[4] CM Intelligence Shenzhen Tech Co Ltd, Shenzhen 518110, Peoples R China
[5] Yunnan Univ, Natl Ctr Int Res Photoelect & Energy Mat, Kunming 650091, Yunnan, Peoples R China
基金
中国国家自然科学基金;
关键词
Microgrid; Energy management; Uncertainty; Robust optimization; Environmental sustainability; OPTIMIZATION; MARKET; SYSTEM;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Uncertainties of renewable energy sources and load demand have a significant effect on the microgrid operation. In this paper, a robust optimal energy management approach is proposed for a grid-connected microgrid where the adjustable uncertain sets are used to represent uncertainties. A novel statistic index is developed to evaluate the effectiveness of the robust optimization and obtain reasonable model parameters. Moreover, the optimal economic cost and the least environmental pollution are achieved simultaneously. Simulation results in different scenarios are given to verify the effectiveness of the robust optimization approach.
引用
收藏
页码:6749 / 6754
页数:6
相关论文
共 50 条
  • [1] Smart Energy Management System for a Microgrid by Considering Uncertainties
    Nejad, Reza Roofegari
    Tafreshi, Seyed Masoud Moghaddas
    [J]. INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2012, 7 (06): : 6197 - 6208
  • [2] Robust Microgrid Operation Considering Renewable Power Uncertainties
    Gupta, R. A.
    Gupta, Nandkishor
    [J]. 2014 EIGHTEENTH NATIONAL POWER SYSTEMS CONFERENCE (NPSC), 2014,
  • [3] Practical prototype for energy management system in smart microgrid considering uncertainties and energy theft
    Saeed, Mohammed A.
    Sedhom, Bishoy E.
    Elbaghdadi, Abdelrahman S.
    Fadl, Ahmed W.
    Abdelwahab, Mohammed S.
    Elden, Menna H.
    Alhasnawi, Bilal Naji
    Eladl, Abdelfattah A.
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [4] Practical prototype for energy management system in smart microgrid considering uncertainties and energy theft
    Mohammed A. Saeed
    Bishoy E. Sedhom
    Abdelrahman S. Elbaghdadi
    Ahmed W. Fadl
    Mohammed S. Abdelwahab
    Menna H. Elden
    Bilal Naji Alhasnawi
    Abdelfattah A. Eladl
    [J]. Scientific Reports, 13
  • [5] A robust optimization model for microgrid considering hybrid renewable energy sources under uncertainties
    Haider, Hussain
    Jun, Yang
    Rashed, Ghamgeen Izat
    Peixiao, Fan
    Kamel, Salah
    Li, Yonghui
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (34) : 82470 - 82484
  • [6] A robust optimization model for microgrid considering hybrid renewable energy sources under uncertainties
    Hussain Haider
    Yang Jun
    Ghamgeen Izat Rashed
    Fan Peixiao
    Salah Kamel
    Yonghui Li
    [J]. Environmental Science and Pollution Research, 2023, 30 : 82470 - 82484
  • [7] Energy management in microgrid employing unit commitment considering diverse system uncertainties
    Mandloi, Toshi
    Sharma, Shailendra Kumar
    Choube, S. C.
    [J]. ELECTRICAL ENGINEERING, 2024,
  • [8] Residential microgrid energy management considering flexibility services opportunities and forecast uncertainties
    Vincent, Remy
    Ait-Ahmed, Mourad
    Houari, Azeddine
    Benkhoris, Mohamed Fouad
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 120
  • [9] Optimal energy management and scheduling of a microgrid considering hydrogen storage and PEMFC with uncertainties
    Hai, Tao
    Aksoy, Muammer
    Rezvani, Alireza
    [J]. International Journal of Hydrogen Energy, 2024, 88 : 1017 - 1033
  • [10] Robust opportunistic optimal energy management of a mixed microgrid under asymmetrical uncertainties
    Nammouchi, Amal
    Aupke, Phil
    D'Andreagiovanni, Fabio
    Ghazzai, Hakim
    Theocharis, Andreas
    Kassler, Andreas
    [J]. SUSTAINABLE ENERGY GRIDS & NETWORKS, 2023, 36