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Development of a surrogate model of an amine scrubbing digital twin using machine learning methods

Andrea Galeazzi, Kristiano Prifti, Carlo Cortellini, Alessandro Di Pretoro, Francesco Gallo, Flavio Manenti

2023Computers & Chemical Engineering15 citationsDOIOpen Access PDF

Topics & Concepts

Surrogate modelData scrubbingProcess (computing)Computer scienceLatin hypercube samplingHypercubeArtificial intelligenceMachine learningMathematicsParallel computingOperating systemMonte Carlo methodStatisticsAdvanced Control Systems OptimizationFault Detection and Control SystemsProcess Optimization and Integration
Development of a surrogate model of an amine scrubbing digital twin using machine learning methods | Litcius