Distributed Real-Time Energy Management of Multi-microgrid for Incomplete Information Scenarios

被引:0
|
作者
Ma, Jiahui [1 ]
Li, Yanjun [2 ]
Xiang, Ji [3 ]
Zhao, Bo [4 ]
机构
[1] Zhejiang Univ, Polytech Inst, Hangzhou, Peoples R China
[2] Zhejiang Univ City Coll, Hangzhou, Peoples R China
[3] Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
[4] State Grid Zhejiang Elect Power Res Inst, Hangzhou, Peoples R China
基金
美国国家科学基金会;
关键词
distributed optimization; ADMM; real-time; variable cost model; incomplete information;
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The interconnected microgrids in a certain area would meet power supply demands in the area through internal energy transactions. Due to the uncertainty of renewable energy output, forecast error will affect the economics of operation. This paper develops a distributed real-time dispatching strategy for multi-microgrid to avoid the large error from a long time forecast. Aiming at main difficulties of real-time scheduling of energy storage systems, a variable cost model is proposed. Each microgrid exchanges information of tradable energy and trading price with its neighboring microgrid and optimizes output of local components and adjusts the selling price to minimize the local cost. A modified alternating direction method of multipliers (ADMM) algorithm is presented for the optimization problem. Numerical results of a 3-MG system demonstrate the advantage of this dispatching strategy in incomplete information scenarios which including inaccurate predictions and communication interruptions.
引用
收藏
页码:540 / 546
页数:7
相关论文
共 50 条
  • [21] Energy Management in Multi-Microgrid Systems-Development and Assessment
    Arefifar, Seyed Ali
    Ordonez, Martin
    Mohamed, Yasser Abdel-Rady I.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (02) : 910 - 922
  • [22] Integrating a Multi-microgrid System into Real-time Balancing Market: Problem Formulation and Solution Technique
    Du, Yan
    Li, Fangxing
    [J]. 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [23] Comprehensive Real-Time Microgrid Power Management and Control With Distributed Agents
    Colson, C. M.
    Nehrir, M. Hashem
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (01) : 617 - 627
  • [24] Real-time Energy Management of Microgrid Using Reinforcement Learning
    Bi, Wenzheng
    Shu, Yuankai
    Dong, Wei
    Yang, Qiang
    [J]. 2020 19TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS ENGINEERING AND SCIENCE (DCABES 2020), 2020, : 38 - 41
  • [25] Operation optimization of distributed multi-energy multi-microgrid considering system robustness
    Feng, Fei
    Du, Xin
    Si, Qiang
    Cai, Hao
    [J]. ENERGY EXPLORATION & EXPLOITATION, 2023, 41 (03) : 1085 - 1106
  • [26] Completely fair energy scheduling mechanism in a smart distributed multi-microgrid system
    Jain, Khushboo
    Dhabu, Meera
    Kakde, Omprakash
    Funde, Nitesh
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (09) : 7819 - 7829
  • [27] A Hybrid Communication Platform for Multi-Microgrid Energy Management System Optimization
    Moghimi, Mojtaba
    Jamborsalamati, Pouya
    Hossain, Jahangir
    Stegen, Sascha
    Lu, Junwei
    [J]. 2018 IEEE 27TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2018, : 1215 - 1220
  • [28] Energy management for multi-microgrid system based on model predictive control
    Hu, Ke-yong
    Li, Wen-juan
    Wang, Li-dong
    Cao, Shi-hua
    Zhu, Fang-ming
    Shou, Zhou-xiang
    [J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2018, 19 (11) : 1340 - 1351
  • [29] Multi-microgrid Energy Management Systems: Architecture, Communication, and Scheduling Strategies
    Zhou, Bin
    Zou, Jianting
    Chung, Chi Yung
    Wang, Huaizhi
    Liu, Nian
    Voropai, Nikolai
    Xu, Daosen
    [J]. JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2021, 9 (03) : 463 - 476
  • [30] Contingency based energy management of multi-microgrid based distribution network
    Aghdam, Farid Hamzeh
    Salehi, Javad
    Ghaemi, Sina
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2018, 41 : 265 - 274