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Fault diagnosis of rolling bearings using an Improved Multi-Scale Convolutional Neural Network with Feature Attention mechanism

Zifei Xu, Chun Li, Yang Yang

2020ISA Transactions221 citationsDOI

Topics & Concepts

Convolutional neural networkComputer scienceFault (geology)Feature (linguistics)Mechanism (biology)Artificial intelligenceBearing (navigation)Reliability (semiconductor)Artificial neural networkOverfittingGeneralizationTurbineExtrapolationPattern recognition (psychology)EngineeringMathematicsPower (physics)LinguisticsPhysicsMathematical analysisGeologySeismologyQuantum mechanicsMechanical engineeringPhilosophyEpistemologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisMechanical Failure Analysis and Simulation
Fault diagnosis of rolling bearings using an Improved Multi-Scale Convolutional Neural Network with Feature Attention mechanism | Litcius