Iris Weiß
Scientific Staff

Technical University of Munich
Institute of Automation and Information Systems
Boltzmannstraße 15
D-85748 Garching bei München, Germany

Phone: +49-89-289-16449
Fax: +49-89-289-16410

Room: MW 0134

Email: iris.weiss@tum.de

Publications

2019

  • Weiß, Iris; Hanel, Andreas; Trunzer, Emanuel; Unland, Stefan; Vogel-Heuser, Birgit: Data-Driven Modelling of Control Valve Behaviour in Laboratory Test Runs. 17th IEEE International Conference on Industrial Informatics (IEEE INDIN), 2019 more…

2018

  • Fabritz, Norbert; Weiß, Iris: Fehlerdiagnose an Ventilen - Herausforderungen, Ergebnisse und zukünftige Möglichkeiten. Automation Symposium 2018, 2018 more…
  • Weiß, Iris; Pantförder, Dorothea; Vogel-Heuser, Birgit; Harrer, Alexander; Lössl,Simon: Formalisierung von Expertenwissen zur Unterstützung von Data Mining Projekten. VDI-Kongress Automation 2018 , 2018 more…
  • Weiß, Iris; Vogel-Heuser, Birgit: Assessment of Variance & Distribution in Data for Effective Use of Statistical Methods for Product Quality Prediction. Automatisierungstechnik (at) 66 (4), 2018 more…
  • Weiß, Iris; Kinghorst, Jakob; Kröger, Thomas; Vogel-Heuser, Birgit: Alarm Flood Analysis by Hierarchical Clustering of the Probabilistic Dependency between Alarms. 16th IEEE International Conference on Industrial Informatics (INDIN), 2018 more…

2017

  • J. Folmer, I. Kirchen, E. Trunzer, B. Vogel-Heuser, T. Pötter, M. Graube, S. Heinze, L. Urbas, M. Atzmüller and D. Arnu: Big und Smart Data - Herausforderungen in der Prozessindustrie. Automatisierungstechnische Praxis (atp) 1 (59), 2017, 58-69 more…
  • Kirchen, Iris; Schütz, Daniel; Folmer, Jens; Vogel-Heuser, Birgit: Metrics for the Evaluation of Data Quality of Signal Data in Industrial Processes. 15th IEEE International Conference on Industrial Informatics (INDIN), 2017 more…
  • Kirchen, Iris; Vogel-Heuser, Birgit; Hildenbrand, Philipp; Schulte, Robert; Lechner, Michael; Vogel, Manfred; Merklein, Marion: Data-driven Model Development for Quality Prediction in Forming Technology. 15th IEEE International Conference on Industrial Informatics (INDIN), 2017 more…
  • Trunzer, Emanuel; Kirchen, Iris; Folmer, Jens; Koltun, Gennadiy D.; Vogel-Heuser, Birgit: A Flexible Architecture for Data Mining from Heterogeneous Data Sources in Automated Production Systems. Proceedings of the 2017 IEEE International Conference on Industrial Technology (ICIT), 2017 more…
  • Trunzer, Emanuel; Kirchen, Iris; Folmer, Jens; Schrüfer, Carolin; Vogel-Heuser, Birgit; Erben, Stefan; Unland, Stefan; Vermum, Christian: Failure Mode Classification for Control Valves for Supporting Data-Driven Fault Detection. IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2017 more…
  • Vogel-Heuser, Birgit; Karaseva, Victoria; Folmer, Jens; Kirchen, Iris: Operator Knowledge Inclusion in Data-Mining Approaches for Product Quality Assurance using Cause-Effect Graphs. 20th IFAC World Congress 2017 (IFAC-PapersOnLine), 2017 more…