3 papers
eess.SY2026
Model-Guided Local Bayesian Optimization for Tuning of Interpretable Controllers in Injection Molding
Jens Ahlers, Robert Göllinger, Xu Chen +2
Advanced control methods have proven effective for controlling cavity pressure, a key determinant of part-quality attributes, in the plastics injection molding process. However, th…
eess.SY2026
Nonlinear Stochastic Model Predictive Control with Generative Uncertainty in Homogeneous Charge Compression Ignition
Xu Chen, Kevin Kluge, Maximilian Basler +2
This work addresses the challenge of ignition timing and load control in homogeneous charge compression ignition engines operating subject to uncertainty from complex combustion dy…
eess.SY2026
Distributionally Robust Stochastic MPC under Disturbance-Affine Feedback Policies
Xu Chen, Lorenz Dörschel
This study addresses the stochastic Model Predictive Control (MPC) problem for linear time-invariant systems subjected to unknown disturbance distributions. By leveraging the most…