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上海电力大学学报:2025,41(6):542-550
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基于变分模态分解和改进型Teager能量算子的电缆故障行波定位方法
(上海电力大学 电气工程学院)
Lable Fault Traveling Wave Location Method-Based on VMD and NTEO
(School of Electrical Engineering, Shanghai University of Electric Power, Shanghai 200090, China)
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投稿时间:2025-01-10    
中文摘要: 针对配电网电缆线路行波故障定位中检测含噪行波困难问题,提出了一种基于参数优化变分模态分解(VMD)和改进型Teager能量算子(NTEO)的电缆故障行波定位方法。首先,采用灰狼优化算法优化VMD参数,提取含有故障特征的高频模态分量。然后,通过NTEO对该模态分量进行差分运算,精确标定故障行波首波到达时刻。最后,采用分布式多测点行波定位方法实现波速在线计算和故障精确定位。仿真结果验证了所提方法的正确性和有效性。
Abstract:Aiming at the difficulties of detecting noisy traveling waves in the fault location of distribution network power cable lines,this paper proposes a fault traveling wave location method for power cable based on the parameter-optimized variational mode decomposition(VMD)and the novel Teager energy operator(NTEO). The grey wolf optimizer is used to optimize the VMD parameters and to extract the high-frequency modal components with fault characteristics. Then, the NTEO is adopted to calculate the differences of the modal components and accurately calibrate the arrival time of the first fault traveling wave. Finally,the wave velocity and fault location are calculated. Simulation results verify the correctness and effectiveness of the proposed method.
文章编号:20256005     中图分类号:TM9    文献标志码:
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引用文本:
姚源,林顺富.基于变分模态分解和改进型Teager能量算子的电缆故障行波定位方法[J].上海电力大学学报,2025,41(6):542-550.
YAO Yuan,LIN Shunfu.Lable Fault Traveling Wave Location Method-Based on VMD and NTEO[J].Journal of Shanghai University of Electric Power,2025,41(6):542-550.