电子器件2025，Vol.48Issue(2)：395-400,6.DOI:10.3969/j.issn.1005-9490.2025.02.024
基于改进BAS-BP算法优化接地网的变电站地电位升抑制方法
Substation Ground Potential Rise Suppression Method Based on Improved BAS-BP Algorithm for Grounding Grid Optimization
摘要
Abstract
In order to solve the electromagnetic interference of power equipment and secondary cables caused by the ground potential rise in substations,a grounding grid optimization method based on simulated annealing algorithm and improved BAS-BP neural network is proposed,which provides necessary reference for improving the reliable operation of substations.Firstly,a grounding potential model is established for the substation grounding grid.The node equation of the grounding grid is calculated by employing Kirchhoff's voltage and current laws.Then,the influence of grounding grid fracture on ground potential is analyzed.The variation iterative method is used to calculate the optimal grounding position after the grounding grid edge and middle area fracture.The above data are used to train the BAS-BP neural network improved by simulated annealing algorithm.Finally,the improved BAS-BP neural network after training is used to calculate and optimize the optimal fracture and grounding position of the entire grounding network of the substation.The results indi-cate that the location of the grounding grid fracture can be set reasonably by employing the proposed method and the grounding potential of the grounding grid is reduced.关键词
地电位/变电站/接地网/瞬态干扰Key words
ground potential/substation/grounding grid/transient interference分类
信息技术与安全科学引用本文复制引用
庞福滨,陈兵,许文韬,颜伟,武勇吉..基于改进BAS-BP算法优化接地网的变电站地电位升抑制方法[J].电子器件,2025,48(2):395-400,6.基金项目
国网江苏省电力有限公司科技项目(J2022121) （J2022121）
