Gearbox Fault Identification and Classification with Convolutional Neural Networks

Figure 2

Frequency spectrum in function of the speed, under the following condition patterns: 375 W load, with face wear 0.4 [mm], with face wear 0.5 [mm], with 2 pitting on inner ring, and with 2 pitting on outer ring.