Litcius/Paper detail

A novel unsupervised approach for batch process monitoring using deep learning

Piyush Agarwal, Mohammad Aghaee, Melih Tamer, Hector Budman

2022Computers & Chemical Engineering48 citationsDOI

Topics & Concepts

AutoencoderFault detection and isolationComputer scienceProcess (computing)Partial least squares regressionArtificial intelligencePrincipal component analysisBatch processingPattern recognition (psychology)Unsupervised learningProcess controlDeep learningMachine learningActuatorOperating systemProgramming languageFault Detection and Control SystemsMineral Processing and GrindingSpectroscopy and Chemometric Analyses