Lunchlecture November hosted by TU/e
Data-Driven Calibration and Control using Cost-Effective Actuators and Sensors
Modern technologies such as optical satellite communication and electron microscopy must meet strict positioning requirements while remaining economically competitive. This research develops a data-driven calibration and control framework that compensates for imperfections in cost-effective components, enabling savings without sacrificing performance. In this framework, we augment physics-based models with flexible model structures, machine learning, nonlinear identification and learning control. Experiments show large performance improvements across Switched Reluctance Motors, piezo-stepper actuators, and linear Hall sensors. The results indicate that this framework enables substituting cheaper components without loss of precision, or extracting extra performance from high-end hardware, achieving scalable and affordable precision systems.
Spreker: : Max van Meer, Control Engineer at MI-Partners
Company: PhD research at TU/e
Date: November 3 2025
Time: 12:02pm
Location: Teams
Please send an email to info@dspe.nl if you are interested in following this lecture.
Normally every first monday of the month DSPE organizes for their members a lunch lecture. Each time there is a different topic that a speaker is going to talk about. Due to the holiday period we will organize this lecture in the second week.
Questions can be asked after the 25 minutes presentation. If you want to keep informed about these lunch lectures please send an email to info@dspe.nl