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 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 life and failure probability. * 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 are enrolled in a master's program in electrical engineering, mechatronics, mechanical engineering, computer ...
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