Research Article

Design and Implementation of Acoustic Sensing System for Online Early Fault Detection in Industrial Fans

Figure 10

Spectrum feature filtering of acoustic signal.
(a) Original acoustic time-domain signal from an industrial fan
(b) Result of eliminating remaining noise using KLT high-pass filtering
(c) Waveform after applying the Hamming window with a certain bandwidth
(d) Waveform after inverse transform and MFCC signal feature process