A Transactive Energy Framework for Coordinated Energy Management of Networked Microgrids With Distributionally Robust Optimization

被引:96
|
作者
Liu, Zhaoxi [1 ]
Wang, Lingfeng [1 ]
Ma, Li [1 ]
机构
[1] Univ Wisconsin, Dept Elect Engn & Comp Sci, Milwaukee, WI 53211 USA
基金
美国国家科学基金会;
关键词
Transactive energy; Optimization; Scheduling; Power markets; Reactive power; Microgrids; Distributionally robust optimization (DRO); microgrids; networked microgrids; transactive control; transactive energy; DISTRIBUTION CIRCUITS; POWER; SYSTEMS;
D O I
10.1109/TPWRS.2019.2933180
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Networked microgrids (MGs) are considered as an emerging grid design for the future distribution system (DS). The coordination of the networked MGs is critical in order to further enhance the operation efficiency and reliability of the system. In this paper, a transactive energy (TE) framework is proposed for the coordinated energy management of networked MGs in DS. Instead of direct coordination signals and fixed pricing schemes, the distribution network operator (DNO) organizes a transactive market with the MGs to coordinate the energy management in the operation. Further, a distributionally robust optimization (DRO)-based algorithm is developed to provide a robust solution of the detailed scheduling decisions in the proposed TE framework under uncertainty without being too conservative. Case studies with the proposed framework were conducted with the IEEE 33-bus system with three MGs and the IEEE 123-bus system with nine MGs. The results of the case studies show that the proposed TE-based framework can effectively coordinate the energy scheduling of the MGs. The operational cost of the DS is reduced significantly. Meanwhile, the proposed DRO-based algorithm provides a robust but not over-conservative solution for the operation decisions of the DNO and MGs in the proposed framework.
引用
收藏
页码:395 / 404
页数:10
相关论文
共 50 条
  • [31] Transactive energy management for optimal scheduling of interconnected microgrids with hydrogen energy storage
    Daneshvar, Mohammadreza
    Mohammadi-Ivatloo, Behnam
    Zare, Kazem
    Asadi, Somayeh
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 46 (30) : 16267 - 16278
  • [32] Transactive Energy Market for Energy Management in Microgrids: The Monash Microgrid Case Study
    Khorasany, Mohsen
    Azuatalam, Donald
    Glasgow, Robert
    Liebman, Ariel
    Razzaghi, Reza
    ENERGIES, 2020, 13 (08)
  • [33] A tactical transactive energy scheduling for the electric vehicle-integrated networked microgrids
    Nasiri, Nima
    Zeynali, Saeed
    Ravadanegh, Sajad Najafi
    SUSTAINABLE CITIES AND SOCIETY, 2022, 83
  • [34] A novel energy-reliability market framework for participation of microgrids in transactive energy system
    Mallaki, Mehrdad
    Naderi, Mehdi S.
    Abedi, Mehrdad
    Manshadi, Saeed D.
    Gharehpetian, Gevork B.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 122
  • [35] Hierarchical Energy Management in Islanded Networked Microgrids
    Hong, Ying-Yi
    Alano, Francisco, I
    IEEE ACCESS, 2022, 10 : 8121 - 8132
  • [36] Energy management system in networked microgrids: an overview
    Rodriguez-Gil, Jhojan A.
    Mojica-Nava, Eduardo
    Vargas-Medina, Daniel
    Arevalo-Castiblanco, Miguel F.
    Cortes, Camilo A.
    Rivera, Sergio
    Cortes-Romero, John
    ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS, 2024,
  • [37] An energy management strategy for multi-energy microgrid clusters based on Distributionally Robust Optimization
    Su, Lei
    Li, Zhenkun
    Zhang, Zhiquan
    Du, Yang
    Ge, Xiaolin
    Yang, Xingang
    2020 INTERNATIONAL CONFERENCE ON SMART GRIDS AND ENERGY SYSTEMS (SGES 2020), 2020, : 718 - 723
  • [38] Cooperative Energy Management Software for Networked Microgrids
    Naidji, Ilyes
    Mosbahi, Olfa
    Khalgui, Mohamed
    Bachir, Abdelmalik
    ICSOFT: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON SOFTWARE TECHNOLOGIES, 2019, : 428 - 438
  • [39] Cooperative energy management system for networked microgrids
    Luis Querini, Pedro
    Chiotti, Omar
    Fernadez, Erica
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2020, 23
  • [40] Distributionally robust optimization of home energy management system based on receding horizon optimization
    Wang, Jidong
    Chen, Boyu
    Li, Peng
    Che, Yanbo
    FRONTIERS IN ENERGY, 2020, 14 (02) : 254 - 266