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In-situ fault detection for the spindle motor of CNC machines via multi-stage residual fusion convolution neural networks

Yiming He, Xiang Hua, Hao Zhou, Jihong Chen

2022Computers in Industry31 citationsDOI

Topics & Concepts

Convolution (computer science)ResidualFault detection and isolationFault (geology)Convolutional neural networkArtificial neural networkEngineeringNoise (video)GeneralizationCoupling (piping)Control engineeringComputer scienceArtificial intelligenceAlgorithmActuatorMechanical engineeringMathematicsImage (mathematics)SeismologyGeologyMathematical analysisMachine Fault Diagnosis TechniquesAdvanced machining processes and optimizationGear and Bearing Dynamics Analysis
In-situ fault detection for the spindle motor of CNC machines via multi-stage residual fusion convolution neural networks | Litcius