In this paper, a compound fault diagnosis system for the gearbox based on convolutional neural network (CNN) is developed.  Specifically, three-axis vibration signals measured by accelerometers are used as the input of the one-dimensional CNN; the detection of the existence and type of the fault is directly output. 
CNN