Beteiligt an Projekt/Förderung Produktionssysteme mit Menschen und Technik als Team "ProMenTaT" Förderung REACT-Forschungsgruppe „Wandlungsfähige Produktionsumgebungen“ Förderung RFID Sensorik für Predictive Maintenance Szenarien (RISE4PM), Teilthema: Softwaresysteme und Testumgebung für die RFID-Sensortag-Plattform Förderung
Publikation (Autor/in) A Software Platform for Use Case Driven Human-Friendly Factory Interaction Using Domain-Specific Assets Kapitel A Systematic Mapping Study on Machine Learning Techniques Applied for Condition Monitoring and Predictive Maintenance in the Manufacturing Sector Wissenschaftlicher Artikel Adaptive Management Shell for Mapping the Process Capability of Manufacturing Components: A Systematic Mapping Study Tagungsband Application of Inhomogeneous QMIX in Various Architectures to Solve Dynamic Scheduling in Manufacturing Environments Tagungsband Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems Kapitel Asset Administration Shell: Domain Specific Language Approach to Integrate Heterogeneous Device Endpoints Kapitel Computerimplementiertes Regelsystem zur adaptiven, regelbasierten Entscheidungs-unterstützung für modular aufgebaute industrielle Fertigungsumgebungen Patent Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques Konferenz-Paper Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning Kapitel Adaptive Management Shell for Mapping theProcess Capability of Manufacturing Components:A Systematic Mapping Study Konferenz-Paper An Application of Reinforcement Learning in Industrial Cyber-Physical Systems Konferenz-Paper Domain Specific Assets: A software platform for use case driven human friendly factory interaction Vortrag Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques Kapitel
ausgewählte Veröffentlichungen kapitel Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems 2024 Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning 2024 A Software Platform for Use Case Driven Human-Friendly Factory Interaction Using Domain-Specific Assets 2020 Asset Administration Shell: Domain Specific Language Approach to Integrate Heterogeneous Device Endpoints 2020 konferenz-paper Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques 2023 tagungsband Application of Inhomogeneous QMIX in Various Architectures to Solve Dynamic Scheduling in Manufacturing Environments 2024 Adaptive Management Shell for Mapping the Process Capability of Manufacturing Components: A Systematic Mapping Study 2020 wissenschaftlicher artikel A Systematic Mapping Study on Machine Learning Techniques Applied for Condition Monitoring and Predictive Maintenance in the Manufacturing Sector. LOGISTICS-BASEL. 6. 2022