Wavelet base selection for de-noising and extraction of partial discharge pulses in noisy environment

IET Science, Measurement and Technology

Volumn 9, Issue 3, 2015, Pages 276-284

  Altay, Özkan ^a   Kalenderli, Özcan ^b  

^a TURKISH AEROSPACE INDUSTRIES   (Turkey)

^b ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

EXTRACTION;

DISCHARGE PARAMETERS; MEASUREMENT CIRCUIT; NOISY ENVIRONMENT; PARTIAL DISCHARGE PULSE; PARTIAL DISCHARGE SIGNAL; SELECTION METHODS; SURROUNDING ENVIRONMENT; WAVELET SHRINKAGE;

PARTIAL DISCHARGES;

EID: 84928174998     PISSN: 17518822     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-smt.2013.0114     Document Type: Article

References (20)

1. Kreuge, H.: 'Partial discharge detection in high-voltage equipment' (Butterworth & Co., New York, 1989)
2. Ma, X., Zhou, C., Kemp, I.J.: 'Automated wavelet selection and thresholding for PD detection', IEEE Electr. Insul. Mag., 2002, 18, (2), pp. 37-45
3. Zhou, X., Zhou, C., Kemp, I.J.: 'An improved methodology for application of wavelet transform to partial discharge measurement denoising', IEEE Trans. Dielectr. Electr. Insul., 2005, 12, (3), pp. 586-594
4. Zhang, H., Blackburn, T.R., Phung, B.T., Sen, D.: 'A novel wavelet transform technique for on-line partial discharge measurements Part-1:WT de-noising algorithm', IEEE Trans. Dielectr. Electr. Insul., 2007, 14, (1), pp. 3-14
5. Altay, Ö., Kalenderli Ö.: 'Noise reduction on partial discharge data with wavelet analysis and appropriate thresholding'. ICHVE 2010 Int. Conf. on High Voltage Engineering and Application, New Orleans, USA, 11-14 October 2010, pp. 552-555
6. Shim, I., Soraghan, J.J., Siew, W.H.: 'Detection of PD utilizing digital signal processing methods. Part 3: Open-loop noise reduction', IEEE Electr. Insul. Mag., 2001, 17, pp. 6-13
7. Satish, L., Nazneen, B.: 'Wavelet-based de-noising of partial discharge signals buried in excessive noise and interference', IEEE Trans. Dielectr. Electr. Insul., 2003, 10, pp. 354-367
8. Zhang, H., Blackburn, T.R., Phung, B.T., Liu, Z.: 'Application of signal processing techniques to on-line partial discharge detection in cables'. Int. Conf. on Power System Technology, Singapore, 21-24 November, 2004, pp. 1780-1785
9. Kyprianou, A., Lewin, P.L., Efthimiou, V., Stavrou, A., Georghiou, G. E.: 'Wavelet packet denoising for online partial discharge detection in cables and its application to experimental field results', Meas. Sci. Technol., 2006, 17, pp. 2367-2379
10. Chang, C.S., Jin, J., Kumar, S., et al.: 'Denoising of partial discharge signals in wavelet packets domain', IEE Proc.,-Sci. Meas. Technol., 2005, 152, (3), pp. 129-140
11. Agoris, P.D., Meijer, S., Gulski, E., Smit, J.J.: 'Threshold selection for wavelet de-noising of partial discharge data'. IEEE Int. Symp. on Electrical Insulation, Indianapolis, USA, 19-22 September 2004, pp. 62-65
12. Mota, H.O., Volpini, N.D.O., Rodrigues, G.F., Vasconcelos, F.H.: 'A real-time processing system for denoising of partial discharge signals using the wavelet transform'. 2008 IEEE Int. Symp. on Electrical Insulation, Vancouver, Canada, 09-12 June 2008, pp. 391-395
13. Zhang, Z.S., Xiao, D.M.: 'Noise-based wavelet denoising technique for partial discharge measurement', WSEAS Trans. Circuits Syst., 2008, 7, pp. 535-546
14. Song, X.D., Zhou, C.K., Hepburn, D.M., Zhang, G.B., Michel, M.: 'Second generation wavelet transform for data denoising in PD measurement', IEEE Trans. Dielectr. Electr. Insul., 2007, 14, pp. 1531-1537
15. Li, J., Jiang, T., Grzybowski, S., Cheng, C.: 'Scale dependent wavelet selection for de-noising of partial discharge detection', IEEE Trans. Dielectr. Electr. Insul., 2010, 17, (6), pp. 1705-1714
16. Chan, J.C., Ma, H., Saha, T.S., Ekanayake, C.: 'A novel level-based automatic wavelet selection scheme for partial discharge measurement'. 22nd Australasian Universities Power Engineering Conf. (AUPEC), Bali, Indonesia, 26-29 September 2012, pp.1-6
17. Stark, H.G.: 'Wavelets and signal processing - an application based introduction' (Springer, Holland, 2005)
18. Mallat, S.: 'A wavelet tour of signal processing' (Academic Press, London, 1999)
19. Zhou, X., Zhou, C., Stewart, B.G., Nesbitt, A.: 'Optimal sampling rate for wavelet-based denoising in PD measurement'. 2004 IEEE Int. Symp. on Electrical Insulation, Indianapolis, USA, 19-22 September 2004, pp. 147-150
20. Cover, T.M., Thomas, J.A.: 'Elements of Information Theory' (John Wiley & Sons, Inc, New Jersey, 2006)