Detection of signal transients using independent component analysis and its application in gearbox condition monitoring

摘要

Feature extraction is considered of the higher-order statistics, which can effectively characterize the transients, using independent component analysis (ICA) for the one-dimensional measured vibration signal, and proposes a novel automatic technique for detecting the transients in vibration signals with low signal-to-noise ratio by ICA feature extraction.