Evaluating the Effect of Demand Response Programs (DRPs) on Robust Optimal Sizing of Islanded Microgrids

被引:10
|
作者
Darabi, Mahdi Karami Karami [1 ]
Ganjehlou, Hamed Ganjeh Ganjeh [1 ]
Jafari, Amirreza [2 ]
Nazari-Heris, Morteza [3 ]
Gharehpetian, Gevork B. B. [1 ]
Abedi, Mehrdad [1 ]
机构
[1] Amirkabir Univ Technol, Dept Elect Engn, Tehran 15914, Iran
[2] Univ Tabriz, Fac Elect & Comp Engn, Tabriz 51666, Iran
[3] Penn State Univ, Dept Architectural Engn, University Pk, PA 16802 USA
关键词
demand response; uncertainty; robust optimization; microgrid sizing; renewable energy sources; DISTRIBUTED GENERATION INVESTMENT; RENEWABLE GENERATION; OPTIMIZATION; SYSTEM; STORAGE; MANAGEMENT; PLACEMENT; STRATEGY; DESIGN; IMPACT;
D O I
10.3390/en14185750
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
A microgrid is a small-scale energy system with its own generation and storage facilities and energy management system, which includes shiftable and traditional loads. The purpose of this research is to determine the size of the microgrid through (i) investigating the effect of a shiftable demand response program (DRP) on sizing of an islanded microgrid and (ii) studying the uncertainty of power output of renewable energy sources by applying the robust optimization (RO) method. Since the RO method solves the problem for lower power outputs of renewable energy sources (RES) than the predicted values, the results obtained are pessimistic and will increase the project cost. To deal with the increment of project cost, the application of a load shifting DRP is proposed to reduce the cost. In addition, DRPs are suitable means to reduce the effects of uncertain power sources. Therefore, it is shown that a shiftable DRP is effective in reducing the overall project cost and the dependency on energy storage systems by defining different scenarios and simulating them with General Algebraic Modeling System (GAMS) software. Moreover, it is indicated that the shiftable DRP and battery state of charge have correlations with solar irradiance and wind speed, respectively.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Optimal sizing approach for islanded microgrids
    Bhuiyan, Faruk A.
    Yazdani, Amirnaser
    Primak, Serguei L.
    [J]. IET RENEWABLE POWER GENERATION, 2015, 9 (02) : 166 - 175
  • [2] Robust Hybrid Control for Demand Side Management in Islanded Microgrids
    Albea, Carolina
    Bordons, Carlos
    Ridao, Miguel A.
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (06) : 4865 - 4875
  • [3] Hierarchical framework for optimal operation of multiple microgrids considering demand response programs
    Misaghian, Mohammad Saeed
    Saffari, Mohammadali
    Kia, Mohsen
    Nazar, Mehrdad Setayesh
    Heidari, Alireza
    Shafie-khah, Miadreza
    Catalao, Joao P. S.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2018, 165 : 199 - 213
  • [4] A Competitive Scheduling Algorithm for Online Demand Response in Islanded Microgrids
    Karapetyan, Areg
    Khonji, Majid
    Chau, Sid Chi-Kin
    Elbassioni, Khaled
    Zeineldin, Hatem
    EL-Fouly, Tarek H. M.
    Al-Durra, Ahmed
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (04) : 3430 - 3440
  • [5] Demand Response for Enhancing Survivability of Microgrids During Islanded Operation
    Husain, Akhtar
    Bui, Van-Hai
    Kim, Hak-Man
    [J]. PROCEEDINGS OF TENCON 2018 - 2018 IEEE REGION 10 CONFERENCE, 2018, : 1572 - 1577
  • [6] Robust Optimization-Based Optimal Operation of Islanded Microgrid Considering Demand Response
    AlDavood, Monir Sadat
    Mehbodniya, Abolfazl
    Webber, Julian L.
    Ensaf, Mohammad
    Azimian, Mahdi
    [J]. SUSTAINABILITY, 2022, 14 (21)
  • [7] Optimal Planning of CHP-based Microgrids Considering DERs and Demand Response Programs
    Qaeini, Saeid
    Nazar, Mehrdad S.
    Shafie-khah, Miadreza
    Osorio, Gerardo J.
    Catalao, Joao P. S.
    [J]. 20TH IEEE MEDITERRANEAN ELETROTECHNICAL CONFERENCE (IEEE MELECON 2020), 2020, : 605 - 610
  • [8] Distributed Robust Low-Carbon Optimal Energy Management in Islanded Microgrids
    Li, Xin
    Ding, Li
    Kong, Zheng-Min
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (07) : 9803 - 9813
  • [9] Robust optimal dispatch model of islanded microgrids with uncertain renewable energy sources
    Liu, Chunyang
    Wang, Xiuli
    Wu, Xiong
    Mang, Haitao
    [J]. 2016 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2016,
  • [10] Resiliency-oriented optimal scheduling of microgrids in the presence of demand response programs using a hybrid stochastic-robust optimization approach
    Nourollahi, Ramin
    Salyani, Pouya
    Zare, Kazem
    Mohammadi-Ivatloo, Behnam
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 128