Abstract: Traditional dictionary learning algorithms are used for finding a sparse representation on high dimensional data by transforming samples into a one-dimensional (ID) vector. This ID model ...

Abstract: The transient and periodic characteristics are the two most important features of fault signals in rotating machinery. Detecting periodic transient features from long and complex test ...