Publication alert
New paper alert: Kalman filter-driven state observer for thermal error compensation in machine tool digital twins
Excited to share our latest research a "Kalman filter-driven state observer for thermal error compensation in machine tool digital twins"! This approach allows accurate reconstruction of thermal fields using minimal sensors, without the need for extensive experimental data. The result? A significant improvement in precision for high-accuracy manufacturing, purely physics based and requiring no model training.
Big thanks to my co-authors: Sofia Talleri, Josef Mayr, Konrad Wegener, Markus Bambach
Check out the open access full paper external page here
