Intelligent fault identification for industrial automation system via multi-scale convolutional generative adversarial network with partially labeled samples
Tongyang Pan, Jinglong Chen, Jinsong Xie, Yuanhong Chang, Zitong Zhou
Topics & Concepts
Convolutional neural networkAutomationComputer scienceIdentification (biology)DiscriminatorArtificial intelligenceFault (geology)Artificial neural networkPattern recognition (psychology)Scale (ratio)Machine learningProcess (computing)Deep learningData miningEngineeringDetectorMechanical engineeringQuantum mechanicsSeismologyTelecommunicationsGeologyOperating systemBiologyBotanyPhysicsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisFault Detection and Control Systems