Fully Distributed Quasi-Newton Multi-Area Dynamic Economic Dispatch Method for Active Distribution Networks

被引:64
作者
Xu, Tong [1 ]
Wu, Wenchuan [1 ,2 ]
Zheng, Weiye [2 ]
Sun, Hongbin [1 ,2 ]
Wang, Liming [1 ,3 ]
机构
[1] Tsinghua Berkeley Shenzhen Inst, Shenzhen Environm Sci & New Energy Technol Engn L, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
[3] Tsinghua Univ, Grad Sch Shenzhen, Shenzhen 518055, Peoples R China
基金
美国国家科学基金会;
关键词
Dynamic economic dispatch; distributed optimization; primal-dual interior-point algorithm; quasi-Newton; OPTIMIZATION; SYSTEMS;
D O I
10.1109/TPWRS.2017.2771950
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
Distributed generators are integrated into microgrids or geographically distributed subsystems in active distribution networks and may belong to various entities. Centralized solutions cannot meet future requirements such as high resilience and privacy protection. Therefore, fully distributed economic dispatch (ED) methods are needed and most existing algorithms exhibit linear or sublinear convergence. This paper introduces an efficient fully distributed dynamic ED solution for minimizing photovoltaic power curtailment, based on a parallel primal-dual interior-point algorithm with a quasi-Newton technique. In this method, each area optimizes its own problem with limited information exchanged with its neighbors, and no central coordinator is needed. Based on a peer-to-peer communication paradigm, this method can achieve a global optimum while the privacy of each area is obliquely protected. Numerical tests demonstrated that the algorithm outperforms gradient-based methods such as ADMM and maintains stability under a partial communication failure.
引用
收藏
页码:4253 / 4263
页数:11
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