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One-dimensional convolutional auto-encoder-based feature learning for fault diagnosis of multivariate processes

Shumei Chen, Jianbo Yu, Shijin Wang

2020Journal of Process Control187 citationsDOI

Topics & Concepts

AutoencoderConvolutional neural networkArtificial intelligencePattern recognition (psychology)Deep learningComputer scienceMultivariate statisticsEncoderFeature extractionFault detection and isolationFeature learningFeature (linguistics)PoolingFault (geology)Machine learningActuatorPhilosophyLinguisticsGeologySeismologyOperating systemFault Detection and Control SystemsMineral Processing and GrindingSpectroscopy and Chemometric Analyses
One-dimensional convolutional auto-encoder-based feature learning for fault diagnosis of multivariate processes | Litcius