A wavelet multiresolution analysis approach to fault detection and classification in transmission lines

Abstract A real-time wavelet multiresolution analysis (MRA)-based fault detection and classification algorithm is proposed in this paper. The first stage MRA detail signals extracted from the original signals are used as the criteria for this problem. By measuring the sharp variation values of the MRA detail signals, faults in the power system can be detected. The fault type is then identified by the comparison of the three-phase MRA sharp variations. The effects of the fault distance, fault inception angle and fault impedance are examined, and the fault classification routine is designed to overcome their effects. Simulation results show that this algorithm is effective and robust, and it is promising in high impedance fault detection.

[1]  Charles K. Chui,et al.  An Introduction to Wavelets , 1992 .

[2]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[3]  Stéphane Mallat,et al.  Multifrequency channel decompositions of images and wavelet models , 1989, IEEE Trans. Acoust. Speech Signal Process..

[4]  Martin Vetterli,et al.  Wavelets and filter banks: theory and design , 1992, IEEE Trans. Signal Process..

[5]  Prashant P. Gandhi Continuous-time signal analysis using wavelets , 1995, Defense, Security, and Sensing.

[6]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  J. S. Mayer,et al.  Wavelets and electromagnetic power system transients , 1996 .

[8]  J. Driesen,et al.  Analysing time-varying power system harmonics using wavelet transform , 1996, Quality Measurement: The Indispensable Bridge between Theory and Reality (No Measurements? No Science! Joint Conference - 1996: IEEE Instrumentation and Measurement Technology Conference and IMEKO Tec.

[9]  M. Portnoff Time-frequency representation of digital signals and systems based on short-time Fourier analysis , 1980 .

[10]  Michel Meunier,et al.  Prony's method: an efficient tool for the analysis of earth fault currents in Petersen-coil-protected networks , 1995 .

[11]  F. Brouaye,et al.  Wavelets: a new tool for the resonant grounded power distribution systems relaying , 1996 .

[12]  S. Santoso,et al.  Power quality assessment via wavelet transform analysis , 1996 .

[13]  C. Chui Wavelets: A Tutorial in Theory and Applications , 1992 .