Machine learning and data mining in manufacturing

• Maturity Assessment for the Introduction of Predictive Quality Approaches in Production Environments

  2024 Procedia CIRP article Engineering Digital Transformation in Industry Open access

  3

  citations
• Clustering of Milling Strategies Using Machine Internal Data

  2023 IEEE International Conference on Intelligent Engineering Systems (INES) conference-paper Engineering Advanced machining processes and optimization

  2

  citations
• Konzept zur selektiven Modelladaption durch Clustering von Prozessdaten

  2023 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Engineering Fault Detection and Control Systems

  1

  citations
• Evaluation of deep unsupervised anomaly detection methods with a data-centric approach for on-line inspection

  2023 Computers in Industry article Computer Science Anomaly Detection Techniques and Applications Open access

  44

  citations
• A data-centric approach to anomaly detection in layer-based additive manufacturing

  2023 at - Automatisierungstechnik article Engineering Industrial Vision Systems and Defect Detection

  12

  citations
• Data-based Approach for Reducing Process Complexity in Parts Manufacturing

  2022 conference-paper Business, Management and Accounting Product Development and Customization

  0

  citations
• Requirements towards optimizing analytics in industrial processes

  2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access

  5

  citations

7 results