Litcius/Paper detail

An adversarial denoising convolutional neural network for fault diagnosis of rotating machinery under noisy environment and limited sample size case

Lei Zou, Yang Li, Feiyun Xu

2020Neurocomputing100 citationsDOI

Topics & Concepts

Robustness (evolution)Computer scienceConvolutional neural networkArtificial intelligenceAdversarial systemGeneralizationNoise (video)Pattern recognition (psychology)Sample size determinationNoise reductionArtificial neural networkDeep learningSample (material)Machine learningMathematicsStatisticsMathematical analysisGeneImage (mathematics)ChromatographyChemistryBiochemistryMachine Fault Diagnosis TechniquesStructural Health Monitoring TechniquesGear and Bearing Dynamics Analysis