Title :
Wavelet based detection of power quality disturbance - A case study
Author :
Christy, J. ; Vedamani, X. Jeno ; Karthikeyan, S.
Author_Institution :
Ind. Eng., Thiagarajar Coll. of Eng., Madurai, India
Abstract :
This paper presents an effective method for Detection and classification of power quality disturbances using wavelet features. Wavelet transform is one of the signal processing technique which has the ability to analyze these power quality problems simultaneously in both time and frequency domain. The energy signatures extracted from wavelet coefficients are used to detect and localize the disturbances from the recorded voltage waveforms. The disturbances of interest include sag, swell, Flicker and Harmonics. Results of simulation and analysis demonstrate that the proposed method can achieve higher correct identification rate, compared to other methods. Different wavelet features like standard deviation and entropy method are used to classify and their classification accuracy is compared in this paper. A case study based on the measurement of voltage and current signal at Electrical and Electronics Department of Thiagarajar College of Engineering, Madurai was studied using the proposed wavelet approach.
Keywords :
electric current measurement; power supply quality; power system faults; power system harmonics; voltage measurement; wavelet transforms; Electrical and Electronics Department; Madurai; Thiagarajar College of Engineering; current signal measurement; entropy method; flicker; frequency domain; harmonics; power quality disturbance; recorded voltage waveforms; signal processing; time domain; voltage measurement; wavelet based detection; wavelet features; wavelet transform; Discrete wavelet transforms; Feature extraction; Harmonic analysis; Power quality; Power system harmonics; energy signature; power quality; recorded waveform; signal processing; wavelet transform;
Conference_Titel :
Signal Processing, Communication, Computing and Networking Technologies (ICSCCN), 2011 International Conference on
Conference_Location :
Thuckafay
Print_ISBN :
978-1-61284-654-5
DOI :
10.1109/ICSCCN.2011.6024534