基于改进牛顿迭代反演算法的瞬变电磁接地网缺陷检测方法
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作者单位:

1.国网江西省电力有限公司;2.清华大学电机系;3.清华大学

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0411.5

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国网江西省电力有限公司科技项目资助(52182025000K)


Transient electromagnetic grounding network defect detection method based on improved Newton iteration
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1.State Grid Jiangxi Electric Power Company;2.Tsinghua University

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    摘要:

    在地下结构的无损检测研究工作中,瞬变电磁法凭借非开挖作业、受地形制约小等突出特性,在接地网腐蚀缺陷检测等应用场景里得到了大量运用与高度认可。然而,现有的瞬变电磁探测系统在检测精度以及对不同环境的适应性等方面,仍面临着一些亟待解决的问题与局限。为克服上述不足,本研究创新性地提出一种基于改进牛顿迭代的瞬变电磁接地网缺陷检测方法,同时把该方法与扫描成像技术进行有机融合,可以准确地评估接地网的结构信息状态。首先,通过理论推导建立瞬变电磁检测解析理论模型,定量分析检测信号灵敏度与接地网的关系。随后,将视电阻反演转化为最小二乘求解问题,反演过程的正问题采用解析理论模型进行计算,反问题采用改进牛顿迭代方法实现等效电阻率的估计。最后,采用有限元数值仿真分析土壤、激励信号关断时间和接地网腐蚀成都对检测信号和反演方法的影响,并搭建3×3接地网实验平台,对3种典型缺陷进行成像,证明所提出方法的准确性和可行性。

    Abstract:

    In the field of non-destructive testing of underground structures, the transient electromagnetic method has been widely used and highly recognized in applications such as grounding network corrosion defect detection due to its outstanding characteristics, including non-excavation operation and minimal terrain constraints. However, existing transient electromagnetic detection systems still face some urgent issues and limitations in terms of detection accuracy and adaptability to different environments. In order to overcome the above shortcomings, this paper innovatively investigated a transient electromagnetic grounding network defect detection method based on improved Newton iteration, and integrates this method with scanning imaging technology to accurately assess the structural information status of the grounding network. First of all, a theoretical model is established for transient electromagnetic detection through theoretical derivation, and quantitatively analyze the relationship between detection signal sensitivity and grounding network. Subsequently, the resistivity inversion is converted into a least-squares solution problem. The forward problem of the inversion process is calculated using an analytical theoretical model, while the inverse problem is implemented through improved Newton iteration method to estimate the equivalent resistivity. Finally, finite element numerical simulation was used to analyze the effects of soil, excitation signal cutoff time, and grounding grid corrosion on detection signals and inversion methods. Meanwhile, a 3×3 grounding network experimental platform was constructed to reconstruct three typical defects, demonstrating the accuracy and feasibility of the proposed method.

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邓静伟,黄璞,周求宽,等. 基于改进牛顿迭代反演算法的瞬变电磁接地网缺陷检测方法[J]. 科学技术与工程, , ():

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  • 收稿日期:2026-01-09
  • 最后修改日期:2026-04-20
  • 录用日期:2026-05-09
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