Fault line selection research of single phase grounding circuit based on improved Hilbert-Huang transform

Jump To References Section

Authors

  • ,CN
  • ,CN
  • ,CN
  • ,CN

DOI:

https://doi.org/10.18311/ijprvd/2020/27952

Keywords:

Resonant grounding system, zero sequence current, HHT, EMD, fault line selection

Abstract

For single-phase ground fault in resonant grounded power supply system, it is difficult to detect the fault line, while the existing methods have the shortcomings such as slow speed and large amount of computation. In our work the system natural oscillation wave contained in the zero sequence current is found to have opposite polarity and greater amplitude in fault line compared to that in non-fault line, and is proved to have a corresponding relationship with the first intrinsic mode function (IMF1) extracted from the same zero sequence current by empirical mode decomposition (EMD) of (Hilbert-Huang transform (HHT). Therefore, a new method for determining the single-phase ground fault line is proposed by finding the IMF1, extracted from the zero sequence current of each line by EMD of HHT, with the largest amplitude and opposite polarity compared to that of other lines. Meanwhile, EMD algorithm is improved to further enhance the fault detection rate based on the system natural oscillation wave's frequency and its attenuation trend in resonant grounding system. Simulation experiment and real data analysis indicate that the mentioned method is correct and fast.

Downloads

Download data is not yet available.

Metrics

Metrics Loading ...

Downloads

Published

2021-06-10

How to Cite

Li, W., Wang, C., Zhang, S., & Xu, M. (2021). Fault line selection research of single phase grounding circuit based on improved Hilbert-Huang transform. Indian Journal of Power and River Valley Development, 70(11&12), 178–185. https://doi.org/10.18311/ijprvd/2020/27952
Received 2021-06-10
Accepted 2021-06-10
Published 2021-06-10

 

References

Huannian Yao, Meiyue Cao, (2009): "Power System Resonance Grounding” [M], Beijing: China Electric Power Press (The Second Edition), p.21-27

Jing Gong, (2008): "Distribution network integrated automation technology”[M], Beijing: China Machine Press, p.160-183

Hongchun Shu (2008): "The power distribution network fault line selection”[M], Beijing: China Machine Press, p.4-24

Dong Xinzhou, Shi Shenxing (2008): "Identifying Single-Phase-to-Ground Fault Feeder in Neutral Noneffectively Grounded Distribution System Using Wavelet Transform”, IEEE Transactions on Power Delivery, Vol.23(4), p.1829-1937

Yanhui Du (2008): "The Multifractal and Wavelet Theory in the Single-phase Earth Fault Line Selection in Small Current Grounding System Research”[D], Southwest Jiaotong University, p.20-40

Qingle Pang, Shengyin Chen (2009): "The Small Current Grounding Fault Line Selection Based on Artificial Immune Algorithm”, Power System Protection and Control, Vol.26(2), p.52-57

Miehalik M., Rebizant W.,Lukowiez M.,et.al. (2006): "High-impedance Fault Detection in Distribution Networks with Use of Wavelet-based Algorithm, IEEE Transaction on power Delivery, Vol.21(4), p.1793-1802

Lai T., Snider L., Lo E.,et. Al. (2005): "Hign-impedance Fault Detection Based on Wavelet Transform and Statistical Pattern Recognition”, IEEE Transaction on power Delivery, Vol.20(4), p.2410-2414

Zhigang Liu (2015): "Hilbert-Huang Transform and Its Application in Power System”[M], Science Press, p.79- 137

Lin Zhang (2013): "Based on the HHT single-phase grounding fault detection research”[D], Hefei University of Technology, p.58-67

Moxin Ju (2015): "Based on the HHT Small Current Grounding Fault Line Selection and Fault Location Method Online”[D], Northeast Electric Power University, p.32-48

Shu Han (2010): "Based on the Hilbert Huang Transform Power System Research of Traveling Wave Fault Location”[D], Yanshan University, p.28-48

Haishen Zhang,Zhengyou He,Jun Zhang (2012): "Analysis of Characteristics of Resonant Grounding System of Single-phase Grounding Fault Spectrum”, Automation of Electric Power Systems, Vol.36(6), p.78- 81

Na zhao (2008): "HHT Empirical Mode Decomposition Cycle Continuation Method”, Computer Simulation, Vol.25(12), p.346-350

Deng Y J,Wang W. (2001): "Boundary Process Technique in EMD Method and Hilbert Transform”, Chinese Science Bulletin, Vol.46(11), p.257-263