Bearing Condition Recognition and Degradation Assessment under Varying Running Conditions Using NPE and SOM

Figure 2

Simulation of vibration signals under different impacts.

(a) Normal state

(b) Slight fault (𝐴=1)

(c) Moderate fault (𝐴=1.5)

(d) Severe fault (𝐴=2)