Gearbox Fault Identification and Classification with Convolutional Neural Networks

Table 2

Test’s conditions.

Characteristic ()	Value
Sample frequency	44100 [Hz] (16 bits)
Sampled time	10 [s]
Power	1000 [W]
Minimum speed	700 [RPM]
Maximum speed	1600 [RPM]
Minimum load	250 [W]
Maximum load	750 [W]
Speeds	1760, 2120, 2480, 2840, 3200 [mm/s]
Loads	375, 500, 625, 750 [W]
Number of loads per test	10
Type of accelerometer	Uniaxial
Trademark	ACS
Model	ACS 3411LN
Sensibility	330 [mV/g]