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Workshop AIMEE 2022
Date: 15.03.2022, Time: 10:00 am - 1:00 pm
As a result of the enormous progress made in recent years, AI processes are already being used successfully across countless sectors of industry. In this online workshop, we will address how artificial intelligence can be used to analyze and evaluate large amounts of data from industrial processes using an electric traction test bench as a case study. Based on this use case, the potential of AI methods to optimize the testing and evaluation process of electric motors can be demonstrated. Among other things, strategies for the detection and avoidance of errors will be developed. However, the development and application of AI methods requires specific knowledge in the respective application area to process and provide data and information for the learning process of the algorithms. Overcoming this is the biggest challenge in many cases. In this workshop, we would like to share our knowledge and experience in solving these and many other challenges using various examples. In the context of an open discussion round, we will jointly work out possible application areas from the everyday work of the workshop participants and discuss implementation possibilities.
Schedule
10:00 - 10:30 am Greeting: Prof. Dr. rer. nat. Ludwig Brabetz
Intro Presentation - Florian Bethke
Experimental Evaluation of electrical motors
10:30 - 10:50 am Presentation Slot A: Diego Botache
Machine Learning Empowered Monitoring of Motor Test Benches.
10:50 - 11:10 AM Presentation Slot B: Martin Hardieck
Optimized Hardware Implementation of Deep Neural Networks
11:10 - 11:30 AM Coffee Break
11:30 - 12:00 Keynote: Lena Weirauch
Predictive maintenance - the maintenance strategy of the future
12:00 - 12:45 PM Plenary Discussion :
Status and challenges of AI adoption in industry.
12:45 - 13:00 Conclusion
Guest: