The current research topics of the Automatic Control – Mechatronics research group are listed below. For more information about a topic, click the corresponding hyperlink.

Max Herkersdorf

• Excitation Signal Design for Nonlinear Dynamic Systems
• One-Class Classifier for Data Evaluation
   

Christopher Illg

• Nonlinear Regularized FIR Models
• Nonlinear Laguerre and Kautz Models
• Model Predictive Control with Local Model Networks
   

Geritt Kampmann

• Robust One- and Two-Class Classifiers via Zero Leave-One-Out Cross-Validation Errors
• Structural Health Monitoring (SHM) Using Probability Density Estimation
   

Hermann Klein

• Nonlinear State Space Identification
• Gray-Box State-Space Modeling
   

Tarek Kösters

• Adaptive Local Model Networks (ALMN)
• Process Optimization of a Combine Harvester
   

Timm Peter

• Preprocessing for Data-Driven Modeling with Probability Density Estimation
• Density-Based Data Weighting
   

Fabian Schneider

• Data-Driven Optimization of Multi-Stage Forming Processes
• Growing DoE with 1- and 2-Class Classifiers
• LOLIMOT Lookup Tables