Title :
A novel level-based automatic wavelet selection scheme for Partial Discharge measurement
Author :
Chan, Jeffery C. ; Hui Ma ; Saha, Tapan K. ; Ekanayake, Chandima
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Univ. of Queensland, St. Lucia, QLD, Australia
Abstract :
Partial Discharge (PD) measurement is widely adopted for assessing the insulation conditions of high voltage (HV) equipment. Wavelet transformation (WT) is one the de-noising techniques to extract PD signals from a variety of environmental noises and interferences. In wavelet-based PD signal de-noising, mother wavelet selection is one of the major challenges. This paper proposes a novel level-based (LB) automatic mother wavelet selection scheme in conjunction with discrete WT (DWT) for PD signal de-noising. The de-noising results on both simulative and measured PD signals showed that the proposed scheme could successfully and consistently extract PD signals from noisy signals and retain their integrity.
Keywords :
insulation; interference (signal); partial discharge measurement; power apparatus; signal denoising; wavelet transforms; DWT; HV equipment; LB automatic mother wavelet selection scheme; PD measurement; PD signal extraction; discrete wavelet transformation; environmental noise; high voltage equipment; insulation condition assessment; interference; level-based automatic mother wavelet selection scheme; noise signal integrity; partial discharge measurement; signal denoising technique; Approximation methods; Correlation; Discrete wavelet transforms; Noise reduction; Partial discharges; Signal denoising; de-noising; high voltage equipment; partial discharge; wavelet transformation;
Conference_Titel :
Universities Power Engineering Conference (AUPEC), 2012 22nd Australasian
Conference_Location :
Bali
Print_ISBN :
978-1-4673-2933-0