Litcius/Paper detail

An unsupervised fault diagnosis method for rolling bearing using STFT and generative neural networks

Hongfeng Tao, Peng Wang, Yiyang Chen, Vladimir Stojanović, Huizhong Yang

2020Journal of the Franklin Institute310 citationsDOI

Topics & Concepts

Short-time Fourier transformComputer scienceArtificial intelligencePattern recognition (psychology)Robustness (evolution)Artificial neural networkFault (geology)Fourier transformMachine learningMathematicsFourier analysisGeneMathematical analysisGeologyBiochemistryChemistrySeismologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisAdvanced machining processes and optimization
An unsupervised fault diagnosis method for rolling bearing using STFT and generative neural networks | Litcius