Data-driven smart manufacturing

• Unifying data model of manufacturing processes for cross-domain collaboration in the Internet of Production

  2026 Production Engineering article Engineering Digital Transformation in Industry Open access

  0

  citations
• Long Short-Term Memory to Predict the Quality Parameters in the Hot Rolling Process

  2026 Key engineering materials article Engineering Metallurgy and Material Forming Open access

  0

  citations
• Purposeful decision-support with Digital Shadows: a model catalog architecture and its implementation for production scheduling in the injection molding domain

  2025 International Journal of Production Research article Engineering Digital Transformation in Industry Open access

  2

  citations
• Leveraging measurement data quality by adoption of the FAIR guiding principles

  2024 tm - Technisches Messen article Computer Science Research Data Management Practices

  3

  citations
• A Low-Code Approach for Data View Extraction from Engineering Models with GraphQL

  2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) conference-paper Computer Science Model-Driven Software Engineering Techniques

  3

  citations
• Extension of value stream mapping 4.0 for comprehensive identification of data and information flows within the manufacturing domain

  2023 Production Engineering article Engineering Digital Transformation in Industry Open access

  18

  citations
• A Basic Description Logic for Service-Oriented Architecture in Factory Planning and Operational Control in the Age of Industry 4.0

  2023 Applied Sciences article Engineering Flexible and Reconfigurable Manufacturing Systems Open access

  9

  citations
• Applied Machine Learning for Production Planning and Control: Overview and Potentials

  2022 IFAC-PapersOnLine article Engineering Scheduling and Optimization Algorithms Open access

  7

  citations
• The Time Synchronization Problem in data-intense Manufacturing

  2022 Procedia CIRP article Computer Science Network Time Synchronization Technologies Open access

  9

  citations
• Towards a Methodology to Determine Intersubjective Data Values in Industrial Business Activities

  2021 Swiss Conference on Data Science (SDS) conference-paper Business, Management and Accounting Big Data and Business Intelligence

  1

  citations
• Evolution and future of manufacturing systems

  2021 CIRP Annals article Engineering Digital Transformation in Industry Open access

  289

  citations
• Towards a flexible process-independent meta-model for production data

  2021 Procedia CIRP article Engineering Digital Transformation in Industry Open access

  14

  citations
• Appropriate Smart Factory for SMEs: Concept, Application and Perspective

  2020 International Journal of Precision Engineering and Manufacturing article Engineering Digital Transformation in Industry Open access

  65

  citations
• Data mining methods for macro level process planning

  2020 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

  10

  citations

14 results