A novel autoencoder modeling method for intelligent assessment of bearing health based on Short-Time Fourier Transform and ensemble strategy
Yong Hao, Chengxiang Zhang, Yuanhang Lu, Long Zhang, Zuxiang Lei, Zhihao Li
Topics & Concepts
Short-time Fourier transformComputer scienceAutoencoderArtificial intelligenceHyperparameterPattern recognition (psychology)Fourier transformAlgorithmMachine learningDeep learningData miningMathematicsFourier analysisMathematical analysisMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisLubricants and Their Additives