Comparison of different fourth order Hilbert fractal antennas for partial discharge measurement

作者: Abd Almonam Zahed , Ayman H. El-Hag , Nasser Qaddoumi , Ramy Hussein , Khaled B. Shaban

DOI: 10.1109/TDEI.2016.005862

关键词:

摘要: Three Hilbert fractal antenna designs are proposed in this work to capture and classify common types of partial discharge (PD) an oil insulated system. Each design shows unique characteristics terms resonant frequencies, inception voltage, classification capabilities noise performance. PD signals artificially generated; namely, corona, surface sharp PD. The captured from each analyzed then fed a trained artificial neural network for classification. A recognition rate 97% is achieved when classifying the different using one antennas. Moreover, SNR determine best detection under intense noisy environments.

参考文章(16)
K.J. Vinoy, K.A. Jose, V.K. Varadan, V.V. Varadan, Resonant frequency of Hilbert curve fractal antennas ieee antennas and propagation society international symposium. ,vol. 3, pp. 648- 651 ,(2001) , 10.1109/APS.2001.960180
Ramy Hussein, Khaled Bashir Shaban, Ayman H. El-Hag, Wavelet Transform With Histogram-Based Threshold Estimation for Online Partial Discharge Signal Denoising IEEE Transactions on Instrumentation and Measurement. ,vol. 64, pp. 3601- 3614 ,(2015) , 10.1109/TIM.2015.2454651
Jian Li, Peng Wang, Tianyan Jiang, Lianwei Bao, Zhiman He, UHF Stacked Hilbert Antenna Array for Partial Discharge Detection IEEE Transactions on Antennas and Propagation. ,vol. 61, pp. 5798- 5801 ,(2013) , 10.1109/TAP.2013.2276453
Tianyan Jiang, Jian Li, Yuanbing Zheng, Caixin Sun, Improved Bagging Algorithm for Pattern Recognition in UHF Signals of Partial Discharges Energies. ,vol. 4, pp. 1087- 1101 ,(2011) , 10.3390/EN4071087
Jian Li, Tianyan Jiang, Changkui Cheng, Caisheng Wang, Hilbert fractal antenna for UHF detection of partial discharges in transformers IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 20, pp. 2017- 2025 ,(2013) , 10.1109/TDEI.2013.6678849
Jian Li, Tianyan Jiang, Caisheng Wang, Changkui Cheng, Optimization of UHF Hilbert Antenna for Partial Discharge Detection of Transformers IEEE Transactions on Antennas and Propagation. ,vol. 60, pp. 2536- 2540 ,(2012) , 10.1109/TAP.2012.2189929
Hui Ma, Jeffery C. Chan, Tapan K. Saha, Chandima Ekanayake, Pattern recognition techniques and their applications for automatic classification of artificial partial discharge sources IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 20, pp. 468- 478 ,(2013) , 10.1109/TDEI.2013.6508749
T. Boczar, S. Borucki, A. Cichon, D. Zmarzly, Application possibilities of artificial neural networks for recognizing partial discharges measured by the acoustic emission method IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 16, pp. 214- 223 ,(2009) , 10.1109/TDEI.2009.4784570
Ting Cui, Wei Lin, Hua Yin, Gaolin Wu, Analysis on influencing factors to properties of UHF Hilbert fractal antenna 2010 International Conference on High Voltage Engineering and Application. pp. 228- 231 ,(2010) , 10.1109/ICHVE.2010.5640824
S. Coenen, S. Tenbohlen, S. Markalous, T. Strehl, Sensitivity of UHF PD measurements in power transformers IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 15, pp. 1553- 1558 ,(2008) , 10.1109/TDEI.2008.4712657