2 papers
eess.SY2022
Online Feedback Optimization of Compressor Stations with Model Adaptation using Gaussian Process Regression
M. Zagorowska, M. Degner, L. Ortmann +4
Online Feedback Optimization is a method used to steer the operation of a process plant to its optimal operating point without explicitly solving a nonlinear constrained optimizati…
eess.SY2022
Learning Linear Representations of Nonlinear Dynamics Using Deep Learning
Akhil Ahmed, Ehecatl Antonio del Rio-Chanona, Mehmet Mercangoz
The vast majority of systems of practical interest are characterised by nonlinear dynamics. This renders the control and optimization of such systems a complex task due to their no…