Data-driven Nonlinear Model Reduction using Koopman Theory: Integrated Control Form and NMPC Case Study

9 January 2024

Papers citing "Data-driven Nonlinear Model Reduction using Koopman Theory: Integrated Control Form and NMPC Case Study"

4 / 4 papers shown

Title
Nonlinear Model Order Reduction of Dynamical Systems in Process Engineering: Review and Comparison Jan C. Schulze Alexander Mitsos 22 0 0 15 Jun 2025
Stable Linear Subspace Identification: A Machine Learning Approach L. D. Natale M. Zakwan B. Svetozarevic P. Heer Giancarlo Ferrari-Trecate Colin N. Jones 57 5 0 06 Nov 2023
Data-Driven Model Reduction and Nonlinear Model Predictive Control of an Air Separation Unit by Applied Koopman Theory Jan C. Schulze Danimir T. Doncevic Nils Erwes Alexander Mitsos 15 1 0 11 Sep 2023
Learning Koopman Operators with Control Using Bi-level Optimization Daning Huang Abhinav Pandey Yin Yu Junyi Geng AI4CE 58 3 0 12 Jul 2023