Pattern classification of impulse faults in transformers by wavelet analysis

One of the tests carried out on a transformer after Assembly is the lightning impulse test, for Assessment of the integrity of its winding insulation. In the case of a fault, it has been well established that the, pattern of the: fault currents contains a typical signature of the nature and,location of. the insulation failure, involved. This paper describes a new approach using the 'wavelet transforms' to. classify the patterns inherent in different fault currents. Whereas conventional frequency-response analysis based techniques fail to identify the time-localization of a particular frequency component in a time-dependent signal, the wavelets are not only localized in frequency, but; also in time. The 'time-frequency localization' feature of wavelet transform is employed for pattern classification of impulse fault currents of transformers. Results for simulated models of 3, 5 and 7 MVA transformers are presented to illustrate the ability of this approach to classify insulation failures.