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A novel multi-scale convolution model based on multi-dilation rates and multi-attention mechanism for mechanical fault diagnosis

Caiyuan Chu, Yongxin Ge, Quan Qian, Boyu Hua, Jie Guo

2021Digital Signal Processing45 citationsDOI

Topics & Concepts

Computer scienceConvolution (computer science)Dilation (metric space)Kernel (algebra)Pattern recognition (psychology)Artificial intelligenceFeature (linguistics)GeneralizationFault (geology)Convolutional neural networkFeature learningAlgorithmMathematicsArtificial neural networkLinguisticsPhilosophyCombinatoricsSeismologyGeologyMathematical analysisMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisNon-Destructive Testing Techniques
A novel multi-scale convolution model based on multi-dilation rates and multi-attention mechanism for mechanical fault diagnosis | Litcius