WHAT WE NEED YOU FOR
- You will design and write a master’s thesis on predictive maintenance for the wash pump of a commercial dishwasher.
- The master's thesis should develop a holistic approach to AI-supported condition monitoring of the wash pump – from suitable sensor technology and data acquisition to analysis and condition prediction.
- You will analyze the current state of the art in predictive maintenance and condition monitoring of pump systems and derive relevant approaches for your work.
- You will identify and evaluate suitable sensors and/or telemetry data for monitoring the condition of wash pumps.
- You will process and interpret the collected data and identify characteristic parameters for pump condition.
- You will develop a data-based analysis model that evaluates the pump’s condition and predicts its remaining service life and failure probability.
- You will independently conduct validation tests—either in the lab or under real operating conditions—and assess the accuracy of your predictions.
- Collaboration with a parallel master's project is guaranteed in order to make optimal use of synergies in data structures, platforms, and methodological approaches.
- You will systematically document your results and derive practical recommendations for implementation in series development.
