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 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
  • [22] 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,
  • [23] Optimal Energy Management for Networked Microgrids via Distributed Neurodynamic
    Li, Jin
    Lu, Jianquan
    Liu, Yang
    Cao, Jinde
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71 (05) : 2182 - 2192
  • [24] Resilience-Driven Scheme in Multiple Microgrids With Secure Transactive Energy System Framework
    Mishra, Dillip Kumar
    Wang, Jiatong
    Li, Li
    Zhang, Jiangfeng
    Hossain, M. J.
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2024, 60 (02) : 2277 - 2289
  • [25] Transactive Energy Sharing in a Microgrid via an Enhanced Distributed Adaptive Robust Optimization Approach
    Wang, Bo
    Zhang, Cuo
    Li, Chaojie
    Yang, Guangya
    Dong, Zhao Yang
    IEEE TRANSACTIONS ON SMART GRID, 2022, 13 (03) : 2279 - 2293
  • [26] 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
  • [27] A Transactive Grid with Microgrids Using Blockchain for the Energy Internet
    Dimobi, Ikechukwu
    Pipattanasomporn, Manisa
    Rahman, Saifur
    2020 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2020,
  • [28] Framework for smart transactive energy in home-microgrids considering coalition formation and demand side management
    Marzband, Mousa
    Fouladfar, Mohammad Hossein
    Akorede, Mudathir Funsho
    Lightbody, Gordon
    Pouresmaeil, Edris
    SUSTAINABLE CITIES AND SOCIETY, 2018, 40 : 136 - 154
  • [29] Economical and Reliable Energy Management for Networked Microgrids in a Multi-Agent Collaborative Manner
    Hu, Junkai
    Xia, Li
    Hu, Jianqiang
    Wu, Haoran
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, : 8659 - 8669
  • [30] Transactive Energy Supported Economic Operation for Multi-Energy Complementary Microgrids
    Yang, Zhao
    Hu, Junjie
    Ai, Xin
    Wu, Jiechen
    Yang, Guangya
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (01) : 4 - 17