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
  • [21] A Hierarchical Transactive Energy Management System for Energy Sharing in Residential Microgrids
    Akter, Most Nahida
    Mahmud, Md Apel
    Oo, Amanullah Maung Than
    ENERGIES, 2017, 10 (12)
  • [22] Distributed Transactive Energy Management in Microgrids Based on Blockchain
    Douiri, Leila
    Ouchani, Samir
    Kordoghli, Sana
    Zagrouba, Fethi
    Beddiar, Karim
    RISKS AND SECURITY OF INTERNET AND SYSTEMS, CRISIS 2023, 2023, 14529 : 141 - 161
  • [23] Distributionally robust multi-period energy management for CCHP-based microgrids
    Shi, Zhichao
    Liang, Hao
    Dinavahi, Venkata
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2020, 14 (19) : 4097 - 4107
  • [24] Building Energy Management System for Transactive Energy Framework
    Chandra, Rohit
    Banerjee, Soumen
    Panda, Sanjib Kumar
    2018 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES), 2018,
  • [25] Distributionally Robust Energy Management for Islanded Microgrids With Variable Moment Information: An MISOCP Approach
    Zhou, Anping
    Yang, Ming
    Wu, Tao
    Yang, Lun
    IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (05) : 3668 - 3680
  • [26] A robust optimization approach for risk-averse energy transactions in networked microgrids
    Wang, Luhao
    Li, Qiqiang
    Cheng, Xingong
    He, Guixiong
    Li, Guanguan
    Wang, Rui
    INNOVATIVE SOLUTIONS FOR ENERGY TRANSITIONS, 2019, 158 : 6595 - 6600
  • [27] Distributed robust operational optimization of networked microgrids embedded interconnected energy hubs
    Nikmehr, Nima
    ENERGY, 2020, 199
  • [28] Transactive Energy Framework for Critical Load Restoration Using Microgrids
    Dimobi, Ikechukwu
    Xie, Jing
    2019 IEEE SOUTHEASTCON, 2019,
  • [29] A Distributionally Robust Optimization Approach for Local Electrical Market Interaction With Wholesale Electrical Market and Prosumers Within the Framework of Transactive Energy Concepts
    Nasiri, Nima
    Ravadanegh, Sajad Najafi
    Kalantari, Navid Taghizadegan
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (04) : 5714 - 5724
  • [30] A Distributed and Robust Energy Management System for Networked Hybrid AC/DC Microgrids
    Xu, Qianwen
    Zhao, Tianyang
    Xu, Yan
    Xu, Zhao
    Wang, Peng
    Blaabjerg, Frede
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (04) : 3496 - 3508