Closed-loop Koopman operator approximation

S Dahdah, JR Forbes - Machine Learning: Science and …, 2024 - iopscience.iop.org
This paper proposes a method to identify a Koopman model of a feedback-controlled system
given a known controller. The Koopman operator allows a nonlinear system to be rewritten …

Uncertainty Modelling and Robust Observer Synthesis using the Koopman Operator

S Dahdah, JR Forbes - arXiv preprint arXiv:2410.01057, 2024 - arxiv.org
This paper proposes a robust nonlinear observer synthesis method for a population of
systems modelled using the Koopman operator. The Koopman operator allows nonlinear …