Oliver Völckers, 15. März 2023, 11:30-12:00h
SESSION 1.4 INTERNET OF THINGS, Use Cases
Title: „A Customer-specific, Distributed and Wireless AI System for the Monitoring of Wastewater Pumps“
Abstract: "We describe a system we built to monitor wastewater pumps servicing German high-speed railway trains. A hybrid sensor system, combining four sensor signals to monitor pump condition over time generates automatic reports in regular intervals and transmits them to the customer via wireless 4G connections. To interpret the measured data, we employed signal processing and pattern-recognition algorithms with explainable AI. Any results can be traced, and evaluation algorithms can be modified or improved if necessary."
In addition, we wrote a four-page paper that was published in the conference proceedings.