Autonomous kinetic model identification using optimal experimental design and retrospective data analysis: methane complete oxidation as a case study
Arun Pankajakshan, Solomon Gajere Bawa, Asterios Gavriilidis, Federico Galvanin
Abstract
An uncertainty-aware autonomous flow reactor platform was developed by combining automation and feedback optimization. The platform was applied to identify appropriate kinetic models online for a gas–solid catalytic reaction.
Topics & Concepts
MethaneIdentification (biology)Kinetic energyComputer scienceEnvironmental scienceChemistryOrganic chemistryEcologyPhysicsBiologyQuantum mechanicsInnovative Microfluidic and Catalytic Techniques InnovationCatalysis and Oxidation ReactionsAdvanced Control Systems Optimization