Publications

Tim Reeber, Maximilian Berndt, Peter M. Simon, Jens Henninger, Jan C. Aurich, and Hans-Christian Möhring. A Comparative Analysis of Axis Drive Current Measurements in CNC Machine Tools for Machine Learning Assisted Process Monitoring. Procedia CIRP, (130):214--219, 2024. [PUMA: Condition Digital Machining monitoring twin]

Tim Reeber, Jens Henninger, Niklas Weingarz, Peter M. Simon, Maximilian Berndt, Moritz Glatt, Benjamin Kirsch, Rocco Eisseler, Jan C. Aurich, and Hans Christian Möhring. Tool condition monitoring in drilling processes using anomaly detection approaches based on control internal data. Procedia CIRP, (121):216–221, Elsevier BV, 2024. [PUMA: analysis anomaly condition detection learning machine machining manufacturing monitoring networks neural process series time tool] URL