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基于加权覆盖率与多权重协同优化的接地网腐蚀诊断端口优选方法OA

Optimal port selection method for grounding grid corrosion diagnosis based on weighted coverage and multi-weight collaborative optimization

中文摘要英文摘要

端口选择在接地网腐蚀诊断中起着至关重要的作用,但由于其缺乏科学指导,限制了基于电网络的接地网腐蚀诊断方法的应用.针对上述问题,提出一种基于加权覆盖率与多权重协同优化的端口优选方法.首先,基于灵敏度矩阵构建端口评分模型,从信息互补性、信息丰富度与数值稳定性 3 个方面量化端口价值;然后,采用迭代优选策略,在贪婪选择端口的同时预测接地网支路电阻,实现灵敏度矩阵的递推修正,逐步筛选出含有高质量信息的端口组合;最后,在包含 53 条支路的模拟接地电网上进行仿真验证.结果表明,与同样筛选 14 组端口的无权重贪婪选择相比,加权贪婪选择方法平均绝对百分比误差从 34.83%降至 5.70%,证明所提方法能够有效优选测量端口,以提高接地网腐蚀诊断方法的准确性,研究结论可为大型接地网腐蚀诊断的端口选择提供理论指导.

Port selection plays a critical role in the corrosion diagnosis of grounding grids.However,the lack of scientific guidance for port selection has restricted the application of network-based corrosion diagnosis methods.To address this issue,this paper proposes an iterative optimization method for port selection based on weighted coverage and multi-weight collaborative optimization.The method firstly establishes a port scoring model using the sensitivity matrix to quantify port values from three aspects:information complementarity,information richness and numerical stability.An iterative optimization strategy is then adopted,which greedily selects ports while predicting the resistance of grounding grid branches,thereby enabling recursive correction of the sensitivity matrix and gradually screening out port combinations with high-quality information.Finally,simulation experiments conducted on a simulated grounding grid with 53 branches show that,compared with the unweighted greedy selection with the same 14 selected ports,the weighted greedy selection method reduces the mean absolute percentage error from 34.83%to 5.7%.It is verified that the proposed method can effectively optimize the measuring port selection and improve the accuracy of grounding grid corrosion diagnosis.The research conclusions can provide theoretical guidance for port selection in corrosion diagnosis of large grounding grids.

黄亚飞;左佳午;王子豪;杨鑫;谭天;姜飞

电网防灾减灾全国重点实验室(长沙理工大学),湖南 长沙 410114电网防灾减灾全国重点实验室(长沙理工大学),湖南 长沙 410114电网防灾减灾全国重点实验室(长沙理工大学),湖南 长沙 410114电网防灾减灾全国重点实验室(长沙理工大学),湖南 长沙 410114电网防灾减灾全国重点实验室(长沙理工大学),湖南 长沙 410114电网防灾减灾全国重点实验室(长沙理工大学),湖南 长沙 410114

接地网端口迭代优选支路端口灵敏度多权重协同优化

grounding gridport iterative optimizationbranch-port sensitivitymulti-weight collaborative optimization

《中国电力》 2026 (8)

39-48,10

This work is supported by National Natural Science Foundation of China(Nos.52507163 and 52507023),Natural Science Foundation of Hunan Province(No.2026JJ60193),Natural Science Foundation of Changsha(No.kq2502124).国家自然科学基金资助项目(52507163,52507023)湖南省自然科学基金资助项目(2026JJ60193)长沙市自然科学基金资助项目(kq2502124).

10.11930/j.issn.1004-9649.202602007

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