JOURNAL ARTICLE

A novel complex algorithm for denoising partial discharge signals

Abstract

This paper introduces an evaluation code, which can numerically express the noise possessing degree of signals. By using this code, the best kind and setting of noise suppressing techniques can be chosen automatically. This code is applied to three kinds of specific denoising techniques; those are simple noise removing method in the count versus phase distribution, fuzzy logic method based on noise type in magnitude versus phase plot, and lastly, the technique using grouping characteristics of PD pulses in 3D plot of magnitude versus phase versus cycle. The algorithm shows good performance in the various real PD signals measured from various high voltage apparatuses in Korea.

Keywords:
Noise (video) Algorithm Noise reduction Computer science Partial discharge Plot (graphics) Code (set theory) Fuzzy logic Phase (matter) Voltage Electronic engineering Artificial intelligence Mathematics Engineering Statistics Electrical engineering

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Topics

High voltage insulation and dielectric phenomena
Physical Sciences →  Materials Science →  Materials Chemistry
Power Transformer Diagnostics and Insulation
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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