With the motions and mechanical frictions, etc. of water, oil, gas and other types of liquid being taken into account, there are abundant signals and one of the acknowledged puzzles has been how to identify early faults effectively in the presence of strong background noise.In this study, a redundant second generation wavelet transform method was constructed and it was validated that the redundant