ATH Zurich
ETH Zürich Hauptgebäude, Rämistrasse, Zürich, Switzerland
The Institute of Machine Tools and Manufacturing (IWF) performs international leading research on machine tools and in the field of production engineering. We are looking for a new PhD candidate for a new research project with close industrial contact.
Project background
Process prediction remains the main challenge for modern handheld processes. Typically, unstable process conditions are avoided by extensive experimental study. Existing physical models provide inaccurate results, making their usage unattractive for real industrial application cases. Making predictions from experimental observations requires an enormous amount of data, which is not practicable for industrial use. It is hence targeted to develop a hybrid approach, which combines the existing knowledge about the process and the capabilities of machine learning approaches. With the continuously growing database, it is expected that the prediction accuracy improves significantly over...