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文章摘要
面向数字孪生电网的图形化拓扑建模方法研究
Research on graphical topology modeling method for digital twin power grid
Received:July 17, 2024  Revised:August 21, 2024
DOI:
中文关键词: 数字孪生  拓扑建模  新型电力系统  图论  数据处理
英文关键词: Digital twins  topological modeling  novel power systems  graph theory  data processing
基金项目:广东电网有限责任公司专题研究及示范应用建设项目(CG0300022001597780)
Author NameAffiliationE-mail
ZHANG Chunmei* Zhongshan Power Supply Bureau of Guangdong Grid Co zhangchunmeicsg@163.com 
LIU Silin Zhongshan Power Supply Bureau of Guangdong Grid Co 543166575@qq.com 
LI Jianyi Zhongshan Power Supply Bureau of Guangdong Grid Co ellam100@qq.com 
XU Xingque Zhongshan Power Supply Bureau of Guangdong Grid Co 493208547@qq.com 
LI Yongjian Zhongshan Power Supply Bureau of Guangdong Grid Co 44043402@qq.com 
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中文摘要:
      针对电网数字孪生应用中拓扑跟踪问题,该文提出了一种新的建模方法,基于图形化方案及进行拓扑建模和变化检测。提出了两种建模算法以及可以在不忽略虚假边的情况下进行精确建模的条件。第一种算法依赖复合电压图模型中的局部邻域计数,而第二种算法使用电压逆协方差矩阵中项的代数和。所提出的方法不需要获取线路阻抗和节点注入统计数据先验知识。还提出了一种通过比较托普变动前后电压波动逆协方差矩阵偏差来进行拓扑变化检测的算法。基于测试系统的大量仿真分析验证了该方法的有效性。
英文摘要:
      Aiming at the problem of topology tracking in grid digital twin applications, the paper proposes a new modeling approach based on a graphical scheme and for topology modeling and change detection. Two modeling algorithms are proposed along with conditions that allow for accurate modeling without ignoring spurious edges. The first algorithm relies on local neighborhood counts in the composite voltage graph model, while the second algorithm uses the algebraic sum of the entries in the voltage inverse covariance matrix. The proposed method does not require the acquisition of a priori knowledge of line impedance and node injection statistics. An algorithm for topology change detection by comparing the deviation of the inverse covariance matrix of voltage fluctuations before and after Topper changes is also proposed. The effectiveness of the method is verified by an extensive simulation analysis based on a test system.
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