Amina Ziegenbein

Amina Ziegenbein M. Sc. M. Sc.

Institute of Production Management, Technology and Machine Tools

MiP | Management of Industrial Production

Contact

work +49 6151 8229-698
fax +49 6151 8229-675

Work L1|01 112
Otto-Berndt-Straße 2
64287 Darmstadt

Research Group MiP | Management of industrial production

Research focus on data-driven value stream and business model innovation

  • Data-driven improvement of production processes
  • Use of advanced analytics to optimise production processes
  • Predictive quality and data-based tool wear determination

Since the winter semester 2019/2020, Ms. Ziegenbein has been responsible for the organisation of thethe lecture ”Machine Learning Applications“ by Prof. Metternich in theMaster's programme. This takes place in collaboration with Prof. Weigold, Prof. Klingauf (FSR) and Prof. Kersting (Department of Computer Science) and Prof. Kersting (Department of Computer Science). The lecture combinesengineering questions with modern methods of machine learning in the context of artificial intelligence.Starting from the mathematical theory of themathematical theory of the methods, the methods are explained on the basis of relevant practical examples from the manufacturing industry and critically questioned from the perspective of engineering science.Examples include the use of machine learning inin maintenance, energy management or quality assurance.Within the framework of a practical project, the students can test their newly acquired knowledge directly on real data from industry.

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