Towards a machine learning operations (MLOps) soft sensor for real-time predictions in industrial-scale fed-batch fermentation
Brett Metcalfe, Juan Camilo Acosta-Pavas, Carlos Eduardo Robles-Rodríguez, George K. Georgakilas, Theodore Dalamagas, César Arturo Aceves-Lara, Fayza Daboussi, Jasper J. Koehorst, David Camilo Corrales
Topics & Concepts
Soft sensorScale (ratio)SCALE-UPProcess engineeringFermentationComputer scienceEngineeringControl engineeringIndustrial engineeringProcess (computing)ChemistryFood scienceClassical mechanicsOperating systemPhysicsQuantum mechanicsFault Detection and Control SystemsAdvanced Control Systems OptimizationMicrobial Metabolic Engineering and Bioproduction