AI in process industries–current status and future prospects

M Bortz, K Dadhe, S Engell, V Gepert… - Chemie Ingenieur …, 2023 - Wiley Online Library
The chemical industry is one of the key industrial sectors in Germany and at the same time
one of the largest consumers of energy and raw materials. A successful energy transition …

[HTML][HTML] Adaptive model predictive control scheme for partially internal thermally coupled air separation column

HBA Hamid, X Liu - Results in Engineering, 2024 - Elsevier
Abstract Partially Internal Thermally Coupled Air Separation Column (P-ITCASC) is a highly
energy-efficient and cost-effective technology. However, its complex dynamics resulting from …

Learning-Based Predictive Control Using a Hybrid Model with Adaptive Domain of Validity*

M Elsheikh, S Engell - … Conference on Methods and Models in …, 2023 - ieeexplore.ieee.org
The model quality is a key factor for any model predictive control (MPC) scheme to ensure
safe and optimal operation of the controlled system. We propose a novel learning-based …