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 50 条
  • [21] Decentralized Multi-Area Economic Dispatch via Dynamic Multiplier-Based Lagrangian Relaxation
    Lai, Xiaowen
    Xie, Le
    Xia, Qing
    Zhong, Haiwang
    Kang, Chongqing
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (06) : 3225 - 3233
  • [22] Dynamic Partition and Optimization Method for Reactive Power of Distribution Networks With Distributed Generation Based on Second-Order Cone Programming
    Lin S.
    Wu J.
    Mo C.
    Wang Z.
    Guo Q.
    Dianwang Jishu/Power System Technology, 2018, 42 (01): : 238 - 246
  • [23] Decentralized Stochastic Dynamic Economic Dispatch for Multi-area Power Systems With Wind Power Integrated
    Zhao W.
    Liu M.
    Zhou B.
    Jin X.
    Yao W.
    Lu S.
    Wang T.
    2017, Chinese Society for Electrical Engineering (37): : 7087 - 7098
  • [24] Multi-area dynamic economic emission dispatch of hydro-wind-thermal power system
    Basu, M.
    RENEWABLE ENERGY FOCUS, 2019, 28 : 11 - 35
  • [25] Large Scale Multi-area Static/Dynamic Economic Dispatch using Nature Inspired Optimization
    Pandit M.
    Jain K.
    Dubey H.M.
    Singh R.
    Journal of The Institution of Engineers (India): Series B, 2017, 98 (2) : 221 - 229
  • [26] 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
  • [27] Distributed multi-objective grey wolf optimizer for distributed multi-objective economic dispatch of multi-area interconnected power systems
    Yin, Linfei
    Sun, Zhixiang
    APPLIED SOFT COMPUTING, 2022, 117
  • [28] Fully distributed consensus control for a class of disturbed second-order multi-agent systems with directed networks
    Wang, He
    Ren, Wei
    Yu, Wenwu
    Zhang, Dong
    AUTOMATICA, 2021, 132
  • [29] Adaptive Fully Distributed Consensus for a Class of Second-order Nonlinear Multi-agent Systems With Switching Networks
    Sheng Li
    Wencheng Zou
    Xiang Chen
    Chen Chen
    Zhengrong Xiang
    International Journal of Control, Automation and Systems, 2023, 21 : 2595 - 2604
  • [30] Adaptive Fully Distributed Consensus for a Class of Second-order Nonlinear Multi-agent Systems With Switching Networks
    Li, Sheng
    Zou, Wencheng
    Chen, Xiang
    Chen, Chen
    Xiang, Zhengrong
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2023, 21 (08) : 2595 - 2604