Feature extraction and fault diagnosis of gearbox based on ICEEMDAN, MPE, RF and SVM
To solve the challenges related to non-stationary vibration signals in gearboxes, i.e.difficult feature extraction, high redundancy of feature vectors and low fault identification rate, this paper proposed a method of feature extraction and fault diagnosis of gearboxes based on the improved complete ensemble empirical mode decomposition with adapti