Franziska Schäfer

2020

• Bakakeu J., Schäfer F., Franke J., Baer S., Klos HH., Peschke J.:
  Reasoning over OPC UA Information Models using Graph Embedding and Reinforcement Learning
  3rd International Conference on Artificial Intelligence for Industries, AI4I 2020 (Irvine, CA, 21. September 2020 - 23. September 2020)
  In: Proceedings - 2020 3rd International Conference on Artificial Intelligence for Industries, AI4I 2020 2020
  DOI: 10.1109/AI4I49448.2020.00016
• Berg S., Köhler M., Kurz G., Schäfer F., Schwulera E.:
  Fahrplan in die Zukunft - Six Sigma weitergedacht für Business Excellence
  In: QZ Qualität und Zuverlässigkeit (2020)
  ISSN: 0720-1214
  URL: https://www.qz-online.de/qz-zeitschrift/archiv/artikel/six-sigma-weitergedacht-fuer-business-excellence-10202517.html
• Schäfer F., Mayr A., Schwulera E., Franke J.:
  Smart use case picking with DUCAR: A hands-on approach for a successful integration of machine learning in production processes
  30th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2021 (Athens, 15. Juni 2021 - 18. Juni 2021)
  In: George-Christopher Vosniakos, Marcello Pellicciari, Panorios Benardos, Angelos Markopoulos (Hrsg.): Procedia Manufacturing 2020
  DOI: 10.1016/j.promfg.2020.10.183

2019

• Bauer J., Hoffmann H., Feld T., Runge M., Hinz O., Mayr A., Förster K., Teske F., Schäfer F., Konrad C., Franke J.:
  ForeSight - Platform Approach for Enabling AI-based Services for Smart Living
  17th International Conference on Smart Living and Public Health, ICOST 2019 (New York City, NY, 14. Oktober 2019 - 16. Oktober 2019)
  In: José Pagán, Mounir Mokhtari, Hamdi Aloulou, Bessam Abdulrazak, María Fernanda Cabrera (Hrsg.): How AI Impacts Urban Living and Public Health 2019
  DOI: 10.1007/978-3-030-32785-9_19
  URL: https://link.springer.com/chapter/10.1007/978-3-030-32785-9_19
• Mayr A., Dietze S., Herzog T., Schäffer E., Schäfer F., Bauer J., Fuchs J., Franke J.:
  Knowledge-based Support of the Production System Design by Semantic Technologies Using the Example of the Electric Motor Production
  2019 9th International Electric Drives Production Conference (EDPC) (Esslingen, Germany, 3. Dezember 2019 - 4. Dezember 2019)
  In: 2019 9th International Electric Drives Production Conference (EDPC) 2019
  DOI: 10.1109/EDPC48408.2019.9011874
  URL: https://ieeexplore.ieee.org/document/9011874
• Mayr A., Kißkalt D., Meiners M., Lutz B., Schäfer F., Seidel R., Selmaier A., Fuchs J., Metzner M., Blank A., Franke J.:
  Machine Learning in Production – Potentials, Challenges and Exemplary Applications
  7th CIRP Global Web Conference – Towards shifted production value stream patterns through inference of data, models, and technology (CIRPe 2019) (Online, 16. Oktober 2019 - 18. Oktober 2019)
  In: Procedia CIRP 2019
  DOI: 10.1016/j.procir.2020.01.035
  URL: https://www.sciencedirect.com/science/article/pii/S2212827120300445?via=ihub
• Schäfer F., Mayr A., Hess A., Zeiselmair C., Otten H., Franke J.:
  Six Sigma 4.0: Data Mining als unterstützende Technologie im Null-Fehler-Management
  In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 114 (2019), S. 140-144
  ISSN: 0932-0482
  DOI: 10.3139/104.112047
  URL: https://www.hanser-elibrary.com/doi/abs/10.3139/104.112047?journalCode=zwf
• Schäfer F., Schwulera E., Otten H., Franke J.:
  From Descriptive to Predictive Six Sigma: Machine Learning for Predictive Maintenance
  IEEE Artificial Intelligence for Industries (Laguna Hills, California, 25. September 2019 - 27. September 2019)
  DOI: 10.1109/AI4I46381.2019.00017
  URL: https://ieeexplore.ieee.org/document/9027777
• Seidel R., Mayr A., Schäfer F., Kißkalt D., Franke J.:
  Towards a Smart Electronics Production Using Machine Learning Techniques
  42nd International Spring Seminar on Electronics Technology (ISSE) (Wroclaw, 15. September 2019 - 19. Mai 2019)
  In: 2019 42nd International Spring Seminar on Electronics Technology (ISSE) 2019
  DOI: 10.1109/ISSE.2019.8810176
  URL: https://ieeexplore.ieee.org/document/8810176

2018

• Bauer J., Bakakeu Ngassam RJ., Hopfengärtner M., Bürner J., Braun T., Schäfer F., Wittmann M., Fehrle A., Maußner B., Lechler T., Meiners M., Konrad C., Franke J.:
  SMARTLOCATE – INDOOR LOCALIZATION WITH BLUETOOTH BEACONS AND SMARTPHONE SENSORS
  Smart Public Building 2018 (Stuttgart, 19. Oktober 2018 - 20. Oktober 2018)
  In: Dieter Uckelmann (Hrsg.): Smart Public Building 2018 Proceedings 2018
  Open Access: http://www.hft-stuttgart.de/Forschung/i_city/Handlungsfelder/Explorative-Projekte-i-city/Dokumente/pdfgesamt/de/
  URL: http://www.hft-stuttgart.de/Forschung/i_city/Handlungsfelder/Explorative-Projekte-i-city/Dokumente/pdfgesamt/de/
• Kuhn M., Paul M., Schäfer F., Otten H.:
  Potentials of Blockchain Technology for the Quality Management of Interconnected Processes
  International Conference on Quality Engineering and Management (Barcelona, Spain, 11. Juli 2018 - 13. Juli 2018)
• Kuhn M., Schäfer F., Otten H.:
  Process complexity as a future challenge – a quality management perspective
  In: TQM Journal Vol. 30 (2018), S. 701-716
  ISSN: 1754-2731
  DOI: 10.1108/TQM-10-2017-0123
• Nguyen HG., Schäfer F., Otten H.:
  Service quality for retail banks in the digital age
  3rd International Conference on Quality Engineering and Management (Universitat Internacional de Catalunya (UIC) Barcelona, 11. Juli 2018 - 13. Juli 2018)
  In: International Conference on Quality Engineering and Management (Hrsg.): Proceedings book of the 3rd International Conference on Quality Engineering and Management, 2018 2018
  Open Access: http://icqem.dps.uminho.pt/icqem18_proceedingsbook.pdf
• Schäfer F., Engel L., Kuhn M., Otten H.:
  Combining Use Case Methodology and Architecture Models: A Standardized Description Methodology for Complex Systems
  Green Factory Bavaria Kolloquium (Nürnberg, 17. Juli 2018 - 18. Juli 2018)
  In: Applied Mechanics and Materials, Switzerland: 2018
  DOI: 10.4028/www.scientific.net/AMM.882.24
• Schäfer F., Kuhn M., Nguyen HG., Otten H.:
  Quality Management Potentials – A Future Trend Based Analysis and Strategy
  3rd International Conference on Quality Engineering and Management (Universitat Internacional de Catalunya (UIC) Barcelona, 11. Juli 2018 - 13. August 2018)
  In: International Conference on Quality Engineering and Management (Hrsg.): Proceedings book of the 3rd International Conference on Quality Engineering and Management, 2018 2018
  Open Access: http://icqem.dps.uminho.pt/icqem18_proceedingsbook.pdf
• Schäfer F., Zeiselmair C., Becker J., Otten H.:
  Synthesizing CRISP-DM and Quality Management: A Data Mining Approach for Production Processes
  2018 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD) (Marrakech, 21. November 2018 - 23. November 2018)
  DOI: 10.1109/ITMC.2018.8691266

2017

• Bakakeu Ngassam RJ., Schäfer F., Bauer J., Michl M., Franke J.:
  Building Cyber-Physical Systems - A Smart BuildingUse Case
  In: Houbing Song, Ravi Srinivasan, Tamim Sookoor, Sabina Jeschke (Hrsg.): Smart Cities: Foundations, Principles, and Applications, Wiley, 2017, S. 605-640
  ISBN: 978-1119226390
  DOI: 10.1002/9781119226444.ch21
  URL: https://www.amazon.de/Smart-Cities-Foundations-Principles-Applications/dp/1119226392
• Schäfer F., Brandmeier MA., Kuhn M., Franke J., Otten H.:
  Case Based Reasoning im Qualitätsmanagement
  In: wt Werkstattstechnik - Online 107 (2017), S. 786-792
  ISSN: 1436-4980
  Open Access: https://www.werkstattstechnik.de/wt/get_article.php?data[article_id]=88698

2016

• Brandmeier MA., Schäfer F., Franke J.:
  Ontology-driven data input for optimization
  49th Annual Simulation Symposium, ANSS 2016, Part of the 2016 Spring Simulation Multi-Conference, SpringSim 2016
  URL: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84977104044&origin=inward
• Kleinert B., Schäfer F., Weiß S., Bakakeu Ngassam RJ., Fey D.:
  Hardware-Software Co-Simulation of Self-Organizing Smart Home Networks: Who am I and where are the others?
• Kleinert B., Weiß S., Schäfer F., Bakakeu Ngassam RJ., Fey D.:
  Adaptive Synchronization Interface for Hardware-Software Co-Simulation based on SystemC and QEMU
  Simutools: 9th EAI International Conference on Simulation Tools and Techniques
• Schäfer F., Bakakeu Ngassam RJ., Kleinert B., Michl M., Fey D., Franke J.:
  Designing an OPC UA based Ecosystem for Smarter Homes
  Advanced Engineering Forum 19 (Nürnberg)
  In: Advanced Engineering Forum 19 2016
• Schäfer F., Naser B., Franke J.:
  An Energy Ontology focusing on Demand Side Management in Smart Home
  Advanced Engineering Forum 19 (Nürnberg)
  In: Advanced Engineering Forum 19 2016
• Schäfer F., Zhang Y., Franke J.:
  An Ontology based Support for Smart Home Planning
  In: Advanced Engineering Forum 19 2016

2015

• Brandmeier MA., Schäfer F., Kreitlein S., Franke J.:
  Ontology-based Description of Energy Optimization Potentials for Production Environments
  In: Jörg Franke; Sven Kreitlein (Hrsg.): Energy Effiency in Strategy of Sustainable Production, Pfaffikon: Trans Tech Publications Ltd, 2015, S. 53-60
• Michl M., Schäfer F., Bauer J., Franke J.:
  Von der Industrie 4.0 zur Wohnung 4.0 -- Einsatzpotenziale verteilter Systemansätze im industriellen und privaten Umfeld
  In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 110 (2015), S. 63--67
  ISSN: 0932-0482
  DOI: 10.3139/104.111277
• Schäfer F.:
  Potentiale und Herausforderungen des Einsatzes von Ontologien im Smart Home
  2. Green Factory Bavaria Kolloquium 2015: Energieeffiziente Produktion (Nürnberg)
  In: Jörg Franke; Sven Kreitlein; Annika Höft (Hrsg.): Tagungsband zum 2. Green Factory Bavaria Kolloquium 2015: Energieeffiziente Produktion 2015

2014

• Schäfer F.:
  Ableitung von Optimierungsschritten bei der Planung von Montageanlagen
  In: Carl Hanser Verlag GmbH & Co (Hrsg.): Handbuch Fügen, Handhaben, Montieren, 2014, S. 614-615

2012

• Franke J., Maier T., Schäfer F., Zäh M.:
  Experimental Evaluation of the Thermal Machine Tool Behavior for Model Updating.
  In: International Journal of Automation Technology (2012), S. 125-136
  ISSN: 1881-7629