journal article·2018-10-01Open access

Study on localization of transformer partial discharge source with planar arrangement UHF sensors based on singular value elimination

Guozhi Zhang, Xiaoxing Zhang, Ju Tang, Hongtu Cheng

AIP Advances· Volume 8· Issue 10

Abstract

The large-scale power transformer gap leakage electromagnetic wave partial discharge detection method belongs to the external UHF detection method. This method can perform partial discharge insulation detection on the large-scale power transformer that is running without any modification of the power transformer, and the principle is simple and convenient to use. We have studied the reliability and the leakage electromagnetic wave propagation characteristics. However, this method requires UHF sensors in the same gap plane. When performing PD localization, it has the shortcomings of large positioning error and easy deviation of positioning results due to on-site noise pollution. For this problem, this paper proposes a PD source localization method based on singular value elimination. This method maps the three-dimensional coordinate sample set of the PD source to one-dimensional coordinates, and uses the improved box-plot diagram method to eliminate the singular values. Then the least square method is used to find the optimal coordinate of the real PD source. The proposed method has the advantages of greatly improving the data utilization efficiency of the PD sample set and effectively eliminating the singular values. Finally, the experimental verification of the proposed new method is carried out. The experimental results show that the proposed localization method can effectively improve the localization accuracy of PD source.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: High voltage insulation and dielectric phenomena · Advanced Fiber Optic Sensors · Indoor and Outdoor Localization Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Electrical Engineering, Wuhan University , Wuhan 430000, China

References (37)

Show source-provided references
1. Research and application of UHV power transmission in China10.1049/hve.2018.0003 ↗
2. Analysis on interrelationship between future UHV power grid structural form and power source composition in China
3. Research on the optimization of energy transportation mode in China
4. Localization of partial discharges inside a transformer winding using a ladder network constructed from terminal measurements10.1109/tpwrd.2017.2683560 ↗
5. Variation of discharge characteristics with temperature in moving transformer oil contaminated by metallic particles10.1109/access.2018.2856580 ↗
6. Feature parameters extraction of power transformer PD signal based on texture features in TF representation10.1049/iet-smt.2016.0342 ↗
7. UHF PD measurements on power transformers-advantages and limitations10.1109/tdei.2017.006149 ↗
8. Partial discharge pattern recognition of transformer based on OS-ELM
9. Application of sleeve monopole antenna for partial discharge detection in transformer
10. Dielectric windows improve sensitivity of partial discharge detection at UHF
11. Detection and location of partial discharge in power transformers based on dielectric window and UHF sensors
12. Antipodal vivaldi antenna to detect UHF signals that leaked out of the joint of a transformer10.1155/2017/9627649 ↗
13. On the feasibility of gap detection of power transformer partial discharge UHF signals: Gap propagation characteristics of electromagnetic waves
14. UHF signal external detection of partial discharge in transformers
15. Propagation characteristic study of partial discharge UHF signal outside transformer
16. Error analysis of location algorithm for partial discharge in substation
17. H. Hou, “Signal processing and localization for pd source in substation based on electromagnetic antenna array,” PH.D thesis, Shanghai Jiao Tong University, 2013.
18. Rejection of narrow-band noise and repetitive pulses in on-site PD measurements10.1109/94.395418 ↗
19. A reverse separation method of suppressing periodic narrowband noise in partial discharge signal
20. Suppression of the random narrow-band noise with mixed frequencies in partial discharge with the optimal harmonic wavelet packet transform
21. Robust time delay estimation method for locating UHF signals of partial discharge in substation10.1109/tpwrd.2013.2262315 ↗
22. Time-delay estimation algorithm of partial discharge ultra high frequency signals based on higher-order cumulant
23. Denoising of UHF PD signals based on optimised VMD and wavelet transform10.1049/iet-smt.2016.0510 ↗
24. Hybrid method on signal de-noising and representation for online partial discharge monitoring of power transformers at substations10.1049/iet-smt.2014.0358 ↗
25. Probabilistic wavelet transform for partial discharge measurement of transformer10.1109/tdei.2015.7076812 ↗
26. H. Liang, “Research on positioning method of successive approximation for partial discharge source based on semidefinite relaxation,” PH.D thesis, Chongqing University, 2014.
27. A method for PD ultrasonic array location based on multi-platform measuring direction and global search
28. A positioning approach based on successive approximation of multi-samples for partial discharge source
29. Detection and localization of discharge sources in substation area using movable UHF antenna array
30. UHF antenna array arrangement optimization for partial discharge direction finding in air-insulted substation based on phased array theory10.1109/tdei.2017.006615 ↗
31. UHF partial discharge localization algorithm based on compressed sensing10.1109/tdei.2018.006611 ↗
32. Identification and localization of PD-sources in power-transformers and power-generators10.1109/tdei.2016.005951 ↗
33. Localization algorithm for the PD source in substation based on L-shaped antenna array signal processing10.1109/tpwrd.2014.2344014 ↗
34. A semi-definite relaxation approach for partial discharge source location in transformers10.1109/tdei.2015.7076811 ↗
35. The SCI journal citation reports: A potential tool for studying journals?10.1007/bf02018235 ↗
36. Corrections on the box plots of the coverage metric in ‘multiobjective immune algorithm with nondominated neighbor-based selection10.1162/evco.2009.17.1.131 ↗
37. Box plot and its application in JCR web