Fig. 4From: Bearing fault diagnosis method based on improved Siamese neural network with small sampleData preprocessing steps. In this study, an acceleration sensor was used to collect the vibration signals of rolling bearings from the fault diagnosis experiment platform. The first half of the collected signal was used as the training set (red box in Fig. 4), and the second half was used as the testing set (green box in Fig. 4)Back to article page