Optimality Principles and Neural Ordinary Differential Equations-based Process Modeling for Distributed Control

Michael R. Wartmann, B. Erik Ydstie

Most recent advances in machine learning and analytics for process control pose the question of how to naturally integrate new data-driven methods with classical process models and…