Convformer-NSE: A Novel End-to-End Gearbox Fault Diagnosis Framework Under Heavy Noise Using Joint Global and Local Information - Han, Songyu; Shao, Haidong; Cheng, Junsheng; Yang, Xingkai; Cai, Baoping (IEEE/ASME transactions on mechatronics, 2023)
Keywords: Artificial neural networks; Convformer-NSE; Convolution; Convolutional neural networks; Data mining; Fault diagnosis; Feature extraction; Feature maps; gearbox fault diagnosis; Gearboxes; heavy noise; joint global and local information; spatial and channel adaptivity learning; Transformers; Vibration analysis; Vibrations