FaultFace: Deep Convolutional Generative Adversarial Network (DCGAN) based Ball-Bearing failure detection method
Jairo Viola, YangQuan Chen, Jing Wang
Topics & Concepts
Computer scienceConvolutional neural networkGenerative adversarial networkFault detection and isolationArtificial intelligenceDeep learningGenerative grammarProcess (computing)Adversarial systemMachine learningBearing (navigation)Ball (mathematics)Pattern recognition (psychology)Data miningMathematical analysisMathematicsActuatorOperating systemMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisAdvanced machining processes and optimization