Corrosion Diagnosis Method for Grounding Grid Based on Tikhonov Regularized Principle
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Corrosion Diagnosis Method for Grounding Grid Based on Tikhonov Regularized Principle
Vol. 43, Issue 8, Pages: 2709-2717(2017)
作者机构:
重庆大学输配电装备及系统安全与新技术国家重点实验室
作者简介:
基金信息:
DOI:
CLC:
Published Online:31 August 2017,
Published:2017
稿件说明:
移动端阅览
LIU Yugen, XU Xiaoyan, YANG Ruijing, et al. Corrosion Diagnosis Method for Grounding Grid Based on Tikhonov Regularized Principle[J]. 2017, 43(8): 2709-2717.
DOI:
LIU Yugen, XU Xiaoyan, YANG Ruijing, et al. Corrosion Diagnosis Method for Grounding Grid Based on Tikhonov Regularized Principle[J]. 2017, 43(8): 2709-2717.DOI:
Corrosion Diagnosis Method for Grounding Grid Based on Tikhonov Regularized Principle
摘要
为有效解决接地网腐蚀诊断建模时诊断方程的欠定、病态特性
推导出一种基于Tikhonov正则化原理的总体最小二乘法
并编写了相应的程序。以重庆某110 k V变电站接地网为研究对象进行试验
设置了3组故障来模拟诊断接地网的腐蚀
以重现现场试验条件。结果表明:无论是针对第(1)组不定故障支路数下的腐蚀诊断
还是第(2)组确定故障支路数下的腐蚀诊断
该方法均能快速诊断成功
并满足工程上10%的误差要求;对于第(3)组6条支路同时故障的情况
在适当调整测试方案后
其诊断效果依然可观。相比于传统的遗传算法
所提方法有效避免了交叉、变异等复杂环节
提高了诊断效率。
Abstract
In order to settle the underdetermined and ill-conditioned equations in diagnosis system
the total least squares method based on Tikhonov regularization is conducted and the corresponding codes are compiled. Moreover
a 110 k V transformer substation in Chongqing is tested and three sets of faults are set up to simulate the corrosion of the ground network to reconstruct the field test conditions. The results show that the fault either undetermined or determined branch fault can be easily diagnosed with a relative error of 10%. In the case of concurrent fault of six branches
it can also be diagnosed easily after proper adjustments. Compared with the traditional genetic algorithm
this method avoids crossover and aberrance effectively and diagnostic efficiency is improved apparently.