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eess.SY2022★ 2 cited
Learning Data-Driven PCHD Models for Control Engineering Applications
Annika Junker, Julia Timmermann, Ansgar Trächtler
The design of control engineering applications usually requires a model that accurately represents the dynamics of the real system. In addition to classical physical modeling, powe…
eess.SY2022★ 9 cited
Data-Driven Models for Control Engineering Applications Using the Koopman Operator
Annika Junker, Julia Timmermann, Ansgar Trächtler
Within this work, we investigate how data-driven numerical approximation methods of the Koopman operator can be used in practical control engineering applications. We refer to the…