Research Article

Fault Detection and Behavior Analysis of Wheelset Bearing Using Adaptive Convolutional Sparse Coding Technique Combined with Bandwidth Optimization

Figure 11

AUC-DLA-OB for detection of fault impulses with the fault characteristic frequency of 100 Hz. (a) Convergence process of solving constrained optimization problems; (b) filtering frequency band related to fault impulses; (c) filtered signal by filters in Figure 11(b); (d) sparse reconstruction signal; (e) learned shock response 2; and (f) location coefficients obtained from simulation signals.
(a)
(b)
(c)
(d)
(e)
(f)