Denoising technique for partial discharge signal : A comparison performance between artificial neural network, fast fourier transform and discrete wavelet transform

@article{Yusoff2016DenoisingTF,
  title={Denoising technique for partial discharge signal : A comparison performance between artificial neural network, fast fourier transform and discrete wavelet transform},
  author={Nur Afifah Yusoff and Muzamir Isa and Haziah Hamid and Mohd. Rafi Adzman and Mohamad Nur Khairul Hafizi Rohani and Chai Chang Yii and Nurul Nadiah Ayop},
  journal={2016 IEEE International Conference on Power and Energy (PECon)},
  year={2016},
  pages={311-316}
}
This paper presents de-noising of PD signal using three different techniques; ANN, FFT and DWT. The objective of this paper is to yield the PD signal from the disturb signal which is the combination of PD and noise signal. These signals are generated using EMTP-ATP simulation environment. This research used the straightforward procedure in the de-noising technique. The accuracy of the de-noising is based on the calculation of SNR. The result of this research shows ANN is the best de-noising… CONTINUE READING
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Subburaj, “Partial Discharge Signal Denoising Using Wavelet Teachnique-On Site Measurements.

  • G. Sharmila, Mrs.R.V. Maheswari, Dr.P
  • International Conference on Circuits, Power and…
  • 2013
2 Excerpts

Modelling Online Three- Phase PD Monitoring System for MV Overhead Covered- Conductors.

  • G. M. Hashimi, M. Isa, M. Lehtonen
  • International Conference on Power System…
  • 2009
1 Excerpt

Soraghan, “Online condition monitoring of partial discharge in HV underground cables.

  • A. S. Ayub, W. H. Siew, J.J
  • Proceedings of the Universities Power Engineering…
  • 2008

Bastiaans, “Signal Denoising Technique for Partial Dischrge Measurement.

  • S. Siram, S. Nitin, M.J.K.M.M. Prabu
  • IEEE Transaction on Dielectric and Electrical…
  • 2005
1 Excerpt

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