274 citations · 1.8k across the 48 of their papers we have counts for
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math.OC2018★ 16 cited
Feedback control of nonlinear PDEs using data-efficient reduced order models based on the Koopman operator
Sebastian Peitz, Stefan Klus
In the development of model predictive controllers for PDE-constrained problems, the use of reduced order models is essential to enable real-time applicability. Besides local linea…
math.OC2018★ 23 cited
Koopman Operator-Based Finite-Control-Set Model Predictive Control for Electrical Drives
Sören Hanke, Sebastian Peitz, Oliver Wallscheid +3
Predictive control of power electronic systems always requires a suitable model of the plant. Using typical physics-based white box models, a trade-off between model complexity (i.…