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An Algorithm for Identification of Different Types of Partial Discharge Using Harmonic Orders

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Warianty tytułu
PL
Zastosowanie analizy harmonicznych w algorytmie identyfikacji rodzajów wyładowań niezupełnych
Języki publikacji
EN
Abstrakty
EN
This study was conducted in order to classify and then to identify the different types of PD based on the characteristic of the harmonic orders. The data from the experimental work has been validated before the harmonic analysis can be commenced. Once the validation stage has been completed, the obtained data is then analysed in terms of its fundamental power frequency and the characteristic associated. The outcome of the analysis shows that each different type of PD produced a distinctive Total Harmonic Distortion (THD) level and distinguishable harmonics order. Based on the findings, a classification has been profiled and a conditional method system is proposed to be used to identify the PD types based on the harmonics order. The outcome of this study shows an accuracy of 98.33% of PD types can be identified from various types of data which have been tested based on the proposed condition.
PL
W artykule przedstawiono wyniki badań dotyczących identyfikacji różnych typów wyładowań niezupełnych w oparciu o analizę harmonicznych. W badaniach wykorzystano wyniki prac eksperymentalnych. Opracowane wyniki wykazały różny wpływ poszczególnych rodzajów wyładowań na współczynnik THD. Na podstawie posiadanych danych możliwa była identyfikacja ponad 98% typów wyładowań.
Rocznik
Strony
36--42
Opis fizyczny
Bibliogr. 26 poz., rys., tab.
Twórcy
autor
  • Universiti Teknologi MARA
autor
  • Universiti Teknologi MARA
autor
  • Universiti Teknologi MARA
autor
  • Universiti Teknologi MARA
autor
  • Universiti Teknologi MARA
Bibliografia
  • [1] IEEE Standard, the IEEE Standard Dictionary of Electrical and Electronics Terms, IEEE Std. 100, Sixth Ed., IEEE, Inc., 1996
  • [2] IEEE Recommended Practice for the Detection Of Partial Discharge And The Measurement Of Apparent Charge In Dry-Type Transformers, IEEE Std., C56.124, 1992
  • [3] IEEE Trial-Use Guide for the Detection of Acoustic Emissions from Partial Discharges In Oil-Immersed Power Transformer – Transformer Committee of The IEEE Power Engineering Society – Approved: 21 Sept. 2000 – IEEE Standards Board
  • [4] IEC 60270:2000 Standard, High Voltage Test Technique – Partial Discharge Measurement, 3rd Edition, 2000
  • [5] ASTM D3756-97 Standard Test Method For Evaluation To Resistance For Electrical Breakdown By Treeing In Solid Dielectric Materials Using Diverging Fields, 2010
  • [6] IEEE Recommended Practices and Requirements for Harmonic Control In Electr.Power Systems IEEE Std. 519-1992
  • [7] Xin Liu, Partial Discharge Detection and Analysis in Low Pressure Environments, PhD Thesis, Ohio State University, 2006
  • [8] Conti. M, Development Of Artificial Intelligence Systems For Electrical Insulation Defect Identification Through Partial Discharge Measurement, PhD Thesis, University of Bologna, Italy, 2003
  • [9] Li-Jung Chen, Whei-Min Lin, Ta-Peng Tsao, Yu-Hsun Lin, Study Of Partial Discharge Measurement In Power Equipment Using Acoustic Technique And Wavelet Transform, IEEE Trans. Power Delivery, Vol. 22, No. 3, July 2007
  • [10] Li-Jung Chen, Ta-Peng Tsao, Yu-Hsun Lin, New Diagnosis Approach To Epoxy Resin Transformer Partial Discharge Using Acoustic Technology, IEEE Trans. Power Delivery, Vol. 20, No. 4, October 2005
  • [11] Peek, F.W., Voltage And Current Harmonics Caused By Corona, Trans. American Institute Of Electrical Engineering, Vol. 70, No. 2, 1921
  • [12] Si, W.R., Li, J.H., Li, D.J., Yang, Y.G., Li, Y.M, Investigation Of A Comprehensive Identification Method Used In Acoustic Detection System For Gis, IEEE Trans. Dielectrics And Electrical Insulation, Vol. 17, No. 3, June 2010
  • [13] Sacha M. Markalous, Stefan Tenbohlen, Kurt Feser, Detection And Location Of Partial Discharge In Power Transformers Using Acoustic And Electromagnetic Signals, IEEE Trans. Dielectrics And Electrical Insulation, Vol. 15, No. 6, 2008
  • [14] Lai, K.X., Phung, B.T., Blackburn, T.R, Application Of Data Mining On Partial Discharge, Part I: Predictive Modelling Classification, IEEE Trans. Dielectrics And Electrical Insulation, Vol. 17, No. 3, June 2010
  • [15] Victoria M. Catterson, Sanjay Bahadoorsingh, Susan Rudd, Stephen D.J. Mcarthur, Simon M. Rowland, Identifying Harmonic Attributes From Online Partial Discharge Data, IEEE Trans. Power Delivery, Vol. 26, No. 3, July 2011
  • [16] Boczar, T., Borucki, S., Cichon, A., Zmarzly, D., Application Possibilities Of Artificial Neural Networks For Recognizing Partial Discharges Measured By The Acoustic Emission Method, IEEE Trans. Dielectrics and Electrical Insulation, Vol. 16, No. 1, February 2009
  • [17] Pinpart, T., Judd, M.D., Differencing Between Partial Discharge Sources Using Envelope Comparison Of Uhf Signals, IET Science Meas. & Technology, Vol. 4, No. 5, 2010
  • [18] Kreuger, F.H, Partial Discharge Detection In High-Voltage Equipment, Butterworth & Co. Publishers Ltd, 1989
  • [19] Anar M., Partial Discharge In Electronics Equipment, Phd Thesis, Brno University Of Technology, 2009
  • [20] Hearn, S.D, Basic Understanding Of Harmonics In Electrical Systems”, Hearn Engineering Tech. Report, 2010
  • [21] Florkowski, M, Distortion of Partial Discharge Images Caused By High-Voltage Harmonics, IEE Proc.-Gener. Transm. Distrib. Vol. 153, No.2, March 2006
  • [22] Yangchun Cheng, Chengrong Li, Xingquan Huang: Study Of Corona Discharge Pattern On High Voltage Transmission Lines For Inspecting Faulty Porcelain Insulators, IEEE Trans. Power Delivery, Vol. 23, No. 2, April 2008
  • [23] Florkowski, M., Florkowska, B, Wavelet-Based Partial Discharge Image Denoising, IET Gener. Trans. Distrib., 2007, Pp 340-347
  • [24] Jae-Hyung Kim, Jun-Gu Kim, Young-Hyok Ji, Yong-Chae Jung, Chung-Yuen Won, An Islanding Detection Method For A Grid-Connected System Based On The Goertzel Algorithm, IEEE Trans. On Power Elects., Vol. 26, No. 4, April 2011
  • [25] Brigham, E.O., Morrow, R.E., The Fast Fourier Transform, IEEE Spectrum, Dec. 1967
  • [26] Cooley, J.W., Tukey, J.W., An Algorithm For The Machine Calculation Of Complex Fourier Series, Math. Comp., Vol. 19, Pp, 297-301, April 1965
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-59e399e6-e5b0-4c0e-9dea-0f8553d24e90
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