ausgewählte Veröffentlichungen

• Abschnitt eines Buches

  • Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques 2023
  • A Software Platform for Use Case Driven Human-Friendly Factory Interaction Using Domain-Specific Assets
  • Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems
  • Asset Administration Shell: Domain Specific Language Approach to Integrate Heterogeneous Device Endpoints
  • Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning

• Artikel

  • A Systematic Mapping Study on Machine Learning Techniques Applied for Condition Monitoring and Predictive Maintenance in the Manufacturing Sector.  LOGISTICS-BASEL, Vol.6(2), pp. 1-22.  2022

• Konferenz-Poster

  • Domain Specific Assets: A software platform for use case driven human friendly factory interaction 2020

• Patent

  • Computerimplementiertes Regelsystem zur adaptiven, regelbasierten Entscheidungs-unterstützung für modular aufgebaute industrielle Fertigungsumgebungen

• Tagungsband

  • Adaptive Management Shell for Mapping the Process Capability of Manufacturing Components: A Systematic Mapping Study.  2020 IEEE 18TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), VOL 1, Vol.1, pp. 7-14. 2020
  • Application of Inhomogeneous QMIX in Various Architectures to Solve Dynamic Scheduling in Manufacturing Environments.  IEEE International Conference on Industrial Informatics (INDIN), pp. 1-8.