微电网
信息物理系统
拓扑(电路)
计算机科学
拉普拉斯矩阵
理论(学习稳定性)
网络拓扑
最优化问题
控制理论(社会学)
分布式计算
数学优化
图形
数学
控制(管理)
算法
计算机网络
理论计算机科学
组合数学
机器学习
人工智能
操作系统
作者
Luo Xu,Qinglai Guo,Hongtai Zeng,Yue Yang,Kairui Feng,Hongbin Sun
出处
期刊:IEEE Transactions on Smart Grid
[Institute of Electrical and Electronics Engineers]
日期:2024-04-02
卷期号:15 (5): 5087-5101
被引量:2
标识
DOI:10.1109/tsg.2024.3384229
摘要
An inverter-based microgrid under distributed control is a cyber-physical system (CPS). Communication topology plays a significant role in the stability of such a system. Topology optimization for better convergence of a distributed algorithm in the cyber space does not necessarily improve the performance of a CPS. From a CPS perspective, this paper investigates the impact of topology on system dynamics by introducing the graph Laplacian matrix into a sampled-data-based cyber-physical model for inverter-based microgrids under distributed control. Then, the communication topology design is generated by an iterative algorithm by solving a mixed-integer semidefinite programming (MISDP) problem for minimum cost topology and a cyber-physical stability criterion, where the optimal solution of the MISDP problem can be obtained without any concession of the optimization model. A real-world 10.5 kV microgrid under distributed frequency control is tested in case studies. The findings show that our method can not only characterize the stability region of the system under various conditions but also enhance the CPS stability performance compared to the conventional distributed algorithm protocol.
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