A Novel Method for Separating and Locating Multiple Partial Discharge Sources in a Substation

To separate and locate multi-partial discharge (PD) sources in a substation, the use of spectrum differences of ultra-high frequency signals radiated from various sources as characteristic parameters has been previously reported. However, the separation success rate was poor when signal-to-noise ratio was low, and the localization result was a coordinate on two-dimensional plane. In this paper, a novel method is proposed to improve the separation rate and the localization accuracy. A directional measuring platform is built using two directional antennas. The time delay (TD) of the signals captured by the antennas is calculated, and TD sequences are obtained by rotating the platform at different angles. The sequences are separated with the TD distribution feature, and the directions of the multi-PD sources are calculated. The PD sources are located by directions using the error probability method. To verify the method, a simulated model with three PD sources was established by XFdtd. Simulation results show that the separation rate is increased from 71% to 95% compared with the previous method, and an accurate three-dimensional localization result was obtained. A field test with two PD sources was carried out, and the sources were separated and located accurately by the proposed method.

[1]  B. F. Hampton,et al.  The excitation of UHF signals by partial discharges in GIS , 1996 .

[2]  Philip J. Moore,et al.  Frequency domain characterisation of partial discharges via a non-invasive measurement system , 2003, Proceedings of the 7th International Conference on Properties and Applications of Dielectric Materials (Cat. No.03CH37417).

[3]  Philip J. Moore,et al.  The effect of multipath in time domain characterization of partial discharges , 2003, Proceedings of the 7th International Conference on Properties and Applications of Dielectric Materials (Cat. No.03CH37417).

[4]  R. Bartnikas,et al.  A comment concerning the rise times of partial discharge pulses , 2005, IEEE Transactions on Dielectrics and Electrical Insulation.

[5]  P.J. Moore,et al.  Radiometric location of partial discharge sources on energized high-Voltage plant , 2005, IEEE Transactions on Power Delivery.

[6]  P.J. Moore,et al.  Study of propagation effects of wideband radiated RF signals from PD activity , 2006, 2006 IEEE Power Engineering Society General Meeting.

[7]  P.J. Moore,et al.  Partial discharge investigation of a power transformer using wireless wideband radio-frequency measurements , 2006, IEEE Transactions on Power Delivery.

[8]  P.J. Moore,et al.  RF-Based Partial Discharge Early Warning System for Air-Insulated Substations , 2009, IEEE Transactions on Power Delivery.

[9]  M.D. Judd,et al.  A frequency-based RF partial discharge detector for low-power wireless sensing , 2010, IEEE Transactions on Dielectrics and Electrical Insulation.

[10]  Masatake Kawada,et al.  Estimation of DOAs of EM Waves Emitted from Multiple Partial Discharge Sources in Free Space by Using Wideband Signal Subspace Methods , 2011 .

[11]  Hou Huijua A Selected Bi-Spectrum Based Separation Algorithm for Multi-PD Sources in Substation , 2014 .

[12]  Gehao Sheng,et al.  A Novel Algorithm for Separating Multiple PD Sources in a Substation Based on Spectrum Reconstruction of UHF Signals , 2015, IEEE Transactions on Power Delivery.

[13]  Gehao Sheng,et al.  Localization Algorithm for the PD Source in Substation Based on L-Shaped Antenna Array Signal Processing , 2015, IEEE Transactions on Power Delivery.

[14]  P. Lazaridis,et al.  Multiple source localization for partial discharge monitoring in electrical substation , 2015, 2015 Loughborough Antennas & Propagation Conference (LAPC).

[15]  Pengfei Li,et al.  An Ultrahigh Frequency Partial Discharge Signal De-Noising Method Based on a Generalized S-Transform and Module Time-Frequency Matrix , 2016, Sensors.

[16]  Rongfang Bie,et al.  Clustering by fast search and find of density peaks via heat diffusion , 2016, Neurocomputing.

[17]  Sean Hughes,et al.  Clustering by Fast Search and Find of Density Peaks , 2016 .

[18]  Yushun Liu,et al.  A Novel Miniaturized Vivaldi Antenna Using Tapered Slot Edge With Resonant Cavity Structure for Ultrawideband Applications , 2016, IEEE Antennas and Wireless Propagation Letters.

[19]  Pengfei Li,et al.  Method for partial discharge localisation in air-insulated substations , 2017 .