Rolling element bearings diagnostics using the Symbolic Aggregate approXimation
We employed Symbolic Aggregate Approximation (SAX) for feature extraction and bearing fault diagnosis. The diagnostic problem is performed by simple classification algorithms. A hierarchical approach is proposed for temporal association of diagnostic decisions.
symbolic aggregate approximation bearing fault diagnosis classification condition monitoring