全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

基于VMD和修正Hausdorff距离的谐振接地系统故障选线方法
Fault Line Selection Method Based on VMD and Modified Hausdorff Distance for Resonant Grounding System

DOI: 10.12677/tdet.2024.122003, PP. 23-33

Keywords: 谐振接地系统,变分模态分解,修正Hausdorff距离,不匹配度
Resonant Grounding System
, Differential Evolution Algorithm, Modified Hausdorff Distance, Mismatch Degree

Full-Text   Cite this paper   Add to My Lib

Abstract:

针对谐振接地系统故障选线精度不高的问题,分析暂态零序电流波形特征,提出了一种基于VMD和修正Hausdorff距离的故障选线方法。首先利用VMD方法挖掘出隐含在零序电流波形中的故障特征,解决故障线路与健全线路零序电流波形特征受噪声等因素干扰而导致误选的问题;其次通过修正Hausdorff距离计算所选本征模态函数波形间的相似度,构造不匹配度求取各馈线的不匹配度和,通过比较不匹配度和的大小来判断故障线路。仿真结果表明,所提方法在故障相角、接地电阻等因素大范围变化情况下,均能准确选线,具有抗噪能力强的优点。
In order to solve the problem of low accuracy of fault line selection in resonant grounding system, the waveform characteristics of transient zero-sequence current are analyzed, a fault line selection method based on VMD and improved Hausdorff distance is proposed. Firstly, the VMD method is used to mine the fault characteristics hidden in the zero-sequence current waveform, which is used to solve the problem of mis-selection caused by noise and other factors interfering with the zero-sequence current waveform characteristics of fault lines and sound lines. Secondly, the similarity between the selected intrinsic mode function waveforms is calculated by the modified Hausdorff distance, the mismatch degree is constructed to calculate the mismatch degree sum of each feeder, and the fault line is judged by comparing the value of sum of mismatch degrees. The simulation results show that the proposed method can accurately select lines when the fault phase angle and grounding resistance vary in a wide range, and has the advantages of strong anti-noise ability.

References

[1]  Shafiullah, M. and Abido, M.A. (2018) S-Transform Based FFNN Approach for Distribution Grids Fault Detection and Classification. IEEE Access, 6, 8080-8088.
https://doi.org/10.1109/access.2018.2809045
[2]  高志鹏, 张慧芬, 孙旭娜. 注入半波直流的小电流接地故障选线定位方法[J]. 电力系统保护与控制, 2013, 41(13): 139-145.
[3]  齐郑, 庄舒仪, 刘自发, 等. 基于并联电阻扰动信号的配电网故障定位方法分析[J]. 电力系统自动化, 2018, 42(9): 195-200.
[4]  朱珂, 王怡轩, 倪建. 主动干扰技术在消弧线圈接地系统故障选线中的应用[J]. 电力自动化设备, 2017, 37(10): 189-196.
[5]  刘渝根, 王建南, 马晋佩, 等. 结合小波包变换和5次谐波法的谐振接地系统综合故障选线方法[J]. 高电压技术, 2015, 41(5): 1519-1525.
[6]  韦莉珊, 贾文超, 焦彦军. 基于5次谐波与导纳不对称度的配电网单相接地选线方法[J]. 电力系统保护与控制, 2020, 48(15): 77-83.
[7]  Han, L., Liu, S., Chen, H., et al. (2019) A New Method of Fault Line Selection for Resonant Grounding System Based on Improved S Transform Parameters. 2019 IEEE Sustainable Power and Energy Conference (iSPEC), Beijing, 21-23 November 2019, 465-468.
https://doi.org/10.1109/ispec48194.2019.8974923
[8]  刘谋海, 方涛, 姜运, 等. 基于高频分量相关度分析的故障选线方法[J]. 电力系统及其自动化学报, 2017, 29(2): 101-106.
[9]  束洪春, 黄海燕, 田鑫萃, 等. 采用形态学峰谷检测的谐振接地系统故障选线方法[J]. 电力系统自动化, 2019, 43(1): 228-233.
[10]  田晶京, 耿芳, 赵峰, 等. 谐振接地系统的配电线路接地故障选线新方法[J]. 重庆大学学报, 2022, 45(1): 59-67.
[11]  Wei, K., Zhang, J., He, Y., Yao, G. and Zhang, Y. (2020) Faulty Feeder Detection Method Based on VMD-FFT and Pearson Correlation Coefficient of Non-Power Frequency Component in Resonant Grounded Systems. Energies, 13, Article 4724.
https://doi.org/10.3390/en13184724
[12]  刘道兵, 余梦奇, 李世春, 代祥. 基于改进贝叶斯网络和Hausdorff距离的电网故障诊断[J]. 三峡大学学报(自然科学版), 2021, 43(4): 79-84.
[13]  翁汉琍, 刘华, 林湘宁, 万毅, 李振兴, 黄景光, 鲁俊生. 基于Hausdorff距离算法的变压器差动保护新判据[J].中国电机工程学报, 2018, 38(2): 475-483, 678.
[14]  朱振东, 邢惠民, 刘代, 等. 基于综合Hausdorff距离的小电流接地故障选线[J]. 电测与仪表, 2019, 56(6): 56-62.
[15]  魏鑫, 舒乃秋. 基于Hausdorff距离的配电网单相接地故障选线方法[J]. 电力系统及其自动化学报, 2020, 32(5): 133-142.
[16]  李振兴, 王朋飞, 王新, 翁汉琍, 龚旸. 基于幅值特征和Hausdorff距离的配电网故障定位方法[J]. 电力系统自动化, 2020, 44(7): 169-177.
[17]  Dragomiretskiy, K. and Zosso, D. (2014) Variational Mode Decomposition. IEEE Transactions on Signal Processing, 62, 531-544.
https://doi.org/10.1109/tsp.2013.2288675
[18]  郭桂旭, 惠斌, 冯剑. 基于改进Hausdorff距离的分层景象匹配算法[J]. 计算机应用研究, 2014, 31(12): 3837-3840.
[19]  Jiao, S., Guo, J., Li, Y., et al. (2019) A Novel Single-Phase-to-Earth Fault Line Method in Small Current Grounding Systems. 2019 Chinese Control Conference (CCC), Guangzhou, 27-30 July 2019, 7310-7315.
https://doi.org/10.23919/chicc.2019.8865535
[20]  王清亮, 杜辉, 赵艺杰, 等. 基于固有模态能量的暂态量选线方法[J]. 工矿自动化, 2013, 39(9): 92-95.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133