Fully distributed multi-area dynamic economic dispatch method with second-order convergence for active distribution networks

被引:23
|
作者
Xu, Tong [1 ]
Wu, Wenchuan [1 ,2 ]
Sun, Hongbin [1 ,2 ]
Wang, Liming [1 ,3 ]
机构
[1] Tsinghua Univ, Tsinghua Berkeley Shenzhen Inst, Shenzhen Environm Sci & New Energy Technol Engn L, Shenzhen, Guangdong, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, Beijing, Peoples R China
[3] Tsinghua Univ, Grad Sch Shenzhen, Shenzhen, Guangdong, Peoples R China
基金
美国国家科学基金会;
关键词
OPTIMIZATION;
D O I
10.1049/iet-gtd.2016.1945
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
In active distribution networks, distributed generators are integrated into microgrids or geographically distributed subsystems. They may belong to different owners and are operated independently to preserve privacy. Therefore, fully distributed economic dispatch (ED) methods are needed and most existing algorithms show first-order convergence. This study introduces a fully distributed dynamic ED with second-order convergence, which is based on a parallel primal-dual interior-point algorithm with a matrix-splitting technique. In this method, each area optimises its own problem with limited information exchanged with its neighbours, and no central coordinator is needed. Numerical tests demonstrate that the algorithm can converge at a second-order rate. On the basis of a peer-to-peer communication paradigm, this method can achieve a global optimum while the privacy of each area is obliquely protected.
引用
收藏
页码:3955 / 3965
页数:11
相关论文
共 14 条
  • [1] Fully Distributed Quasi-Newton Multi-Area Dynamic Economic Dispatch Method for Active Distribution Networks
    Xu, Tong
    Wu, Wenchuan
    Zheng, Weiye
    Sun, Hongbin
    Wang, Liming
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (04) : 4253 - 4263
  • [2] Distributed Economic Dispatch for a Multi-Area Power System
    Guo, Fanghong
    Wen, Changyun
    Li, Guoqi
    Chen, Jiawei
    PROCEEDINGS OF THE 2015 10TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, 2015, : 626 - 631
  • [3] Fully distributed economic dispatch of distributed generators in active distribution networks considering losses
    Kouveliotis-Lysikatos, Iasonas
    Hatziargyriou, Nikos
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2017, 11 (03) : 627 - 636
  • [4] Distributed Multi-Area Intraday Economic Dispatch Using Modified Critical Region Projection Algorithm
    Shao, Shibiao
    Gao, Feng
    Wu, Jiang
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 21 (02) : 2074 - 2087
  • [5] Reserve constrained dynamic economic dispatch in multi-area power systems: An improved fireworks algorithm
    Zare, Mohsen
    Narimani, Mohammad Rasoul
    Malekpour, Mostafa
    Azizipanah-Abarghooee, Rasoul
    Terzija, Vladimir
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 126
  • [6] A Second-Order Cone Programming Reformulation of the Economic Dispatch Problem of BESS for Apparent Power Compensation in AC Distribution Networks
    Montoya, Oscar Danilo
    Gil-Gonzalez, Walter
    Serra, Federico Martin
    Hernandez, Jesus C.
    Molina-Cabrera, Alexander
    ELECTRONICS, 2020, 9 (10) : 1 - 23
  • [7] Multi-Area Dynamic Economic Dispatch Considering Water Consumption Minimization, Wind Generation, and Energy Storage System
    Azizivahed, Ali
    Karandeh, Roozbeh
    Cecchi, Valentina
    Naderi, Ehsan
    Li, Li
    Zhang, Jiangfeng
    2020 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2020,
  • [8] Double spatial scale search algorithm for distributed multi-area economic dispatch via problem pre-processing
    Shao, Shibiao
    Gao, Feng
    Wu, Jiang
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2022, 16 (22) : 4600 - 4613
  • [9] Fully Distributed Dynamic Optimal Power Flow of Active Distribution Networks with Multi-microgrids Based on Cutting Plane Consensus Method and Ward Equivalent
    Dai, Yue
    Liu, Mingbo
    Tang, Chong
    Wang, Zhijun
    2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 1496 - 1503
  • [10] A Double-Layered Fully Distributed Voltage Control Method for Active Distribution Networks
    Kouveliotis-Lysikatos, Iasonas N.
    Koukoula, Despina, I
    Hatziargyriou, Nikos D.
    IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (02) : 1465 - 1476