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A Compact Convolutional Neural Network Augmented with Multiscale Feature Extraction of Acquired Monitoring Data for Mechanical Intelligent Fault Diagnosis

Kaiyu Zhang, Jinglong Chen, Tianci Zhang, Zitong Zhou

2020Journal of Manufacturing Systems106 citationsDOI

Topics & Concepts

OverfittingDropout (neural networks)Convolutional neural networkComputer scienceArtificial intelligenceFeature extractionArtificial neural networkPattern recognition (psychology)Fault (geology)Feature (linguistics)Convolution (computer science)Data miningMachine learningGeologyLinguisticsPhilosophySeismologyMachine Fault Diagnosis TechniquesFault Detection and Control SystemsEngineering Diagnostics and Reliability
A Compact Convolutional Neural Network Augmented with Multiscale Feature Extraction of Acquired Monitoring Data for Mechanical Intelligent Fault Diagnosis | Litcius