You will design and write a master’s thesis on predictive maintenance for the electric heating elements of a commercial dishwasher.
The master's thesis should develop a holistic approach to AI-based condition monitoring of the heating elements – 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 for electric heating systems and derive relevant approaches for your work.
You will identify and evaluate suitable sensors and telemetry data for monitoring the condition of heating elements.
You will process and interpret the collected data, extract meaningful features, and develop condition indicators based on them.
You will develop a data-based analysis model that assesses the condition of the heating elements and predicts their remaining service...