Convolution enabled transformer via random contrastive regularization for rotating machinery diagnosis under time-varying working conditions
Haoxuan Zhou, Xin Huang, Guangrui Wen, Shuzhi Dong, Zihao Lei, Pin Zhang, Xuefeng Chen
Topics & Concepts
TransformerComputer scienceEncoderTurbineRegularization (linguistics)Convolution (computer science)Artificial intelligenceGeneralizationEngineeringPattern recognition (psychology)MathematicsArtificial neural networkMechanical engineeringVoltageMathematical analysisOperating systemElectrical engineeringMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisMechanical Failure Analysis and Simulation