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Papers matching “production data” 3,074

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Product-specific Identifiers and Data Aggregation for Enabling Traceability in Battery Cell Production
2023 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Alexander D. Kies, Jonathan Krauß, Dennis Grunert, Robert Heinrich Schmitt

3

citations
Application of a product-centred process-independent meta-model for multi-stage production data to enable predictive quality for additive manufacturing
2023 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Ronja Witt, Anna-Lena Knott, Simon Cramer, Robert Heinrich Schmitt

4

citations
Bidirectional Integration of Digital Product Passports into Information Systems of Production Planning and Control
2024 IFIP advances in information and communication technology conference-paper Business, Management and Accounting Sustainable Supply Chain Management Open access

Maria Spiß, Stefanie Berninger, Martin Perau, Jokim Janßen, Wolfgang Boos, Tobias Schröer

5

citations
Inside Production Data Science: Exploring the Main Tasks of Data Scientists in Production Environments
2024 AI article Decision Sciences Data Quality and Management Open access

Arno Schmetz, Achim Kampker

6

citations
ProdSim: An Open-source Python Package for Generating High-resolution Synthetic Manufacturing Data on Product, Machine and Shop-Floor Levels
2022 Procedia CIRP software-paper Engineering Digital Transformation in Industry Open access

Chrismarie Enslin, Владимир Самсонов, Daniel Lütticke, Robert Heinrich Schmitt

5

citations
Designing a System Architecture for Automated Product Carbon Footprint Calculation in Production Lines
2026 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Steffen Wurm, Adrian Kasner, Oliver Petrović, Werner Herfs

0

citations
Concept for Digital Product Twins in Battery Cell Production
2023 World Electric Vehicle Journal article Engineering Digital Transformation in Industry Open access

Achim Kampker, Heiner Hans Heimes, Benjamin Dorn, Henning Clever, Robert Ludwigs, Ruiyan Li, +1 more

27

citations
Data usage in the internet of production: development of a process database for data-driven modeling
2025 The International Journal of Advanced Manufacturing Technology article Engineering Digital Transformation in Industry Open access

Christian Brecher, Vincent Lohrmann, Marcel Fey

1

citations
Cause-Effect Relationships in Battery Cell Production - Data based validation of expert knowledge in electrode production
2023 Procedia CIRP article Engineering Fault Detection and Control Systems Open access

Antje Fitzner, Johann-Philip Abramowski, Arno Schmetz, Jonathan Krauß, Kristina Borzutzki, Miguel Patricio Eckstein, +4 more

5

citations
Sustainability Assessment of Machining Processes in Turbine Disk Production: From Data Acquisition to Digital Anchoring in the PCF AAS Submodel
2026 Journal of Manufacturing and Materials Processing article Environmental Science Environmental Impact and Sustainability Open access

Marc Núñez Ubach, David Ehrenberg, Viktor Rudel, Stefan Schröder, Thomas Bergs

0

citations
Target group-orientated sharing of production data in battery cell production: Enabling the battery passport
2025 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Wilhelm Jaspers, Niels Holöchter, Jonathan Krauß, Achim Kampker

1

citations
Ontology-based data management for adaptable safety functions in cyber-physical production systems
2021 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Christian Brecher, Melanie Buchsbaum, Frances Ziegler, Simon Storms

3

citations
Connected, digitalized wire arc additive manufacturing: utilizing data in the internet of production to enable industrie 4.0
2025 Scientific Reports article Engineering Digital Transformation in Industry Open access

Samuel Mann, Jan Pennekamp, Muzaffer Ay, Mohamed Behery, Lukas Oster, Benjamin L. Ebert, +5 more

10

citations
Time Synchronization Uncertainty Estimation Methodology for data-centric Production Scenarios
2023 Procedia CIRP article Computer Science Network Time Synchronization Technologies Open access

Arno Schmetz, David Roth, Achim Kampker

1

citations
Application of time series data mining for the prediction of transition times in production
2020 Procedia CIRP article Computer Science Time Series Analysis and Forecasting Open access

Günther Schuh, Andreas Gützlaff, Frederick Sauermann, Theresa Theunissen

9

citations
Towards a flexible process-independent meta-model for production data
2021 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Simon Cramer, Max Hoffmann, Peter Schlegel, Marco Kemmerling, Robert Heinrich Schmitt

14

citations
Benchmarking of Data Preprocessing Methods for Machine Learning-Applications in Production
2021 Procedia CIRP article Decision Sciences Data Quality and Management Open access

Maik Frye, Johannes Mohren, Robert Heinrich Schmitt

33

citations
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

Jiyoung Moon, Lucia Ortjohann, Philipp Niemietz, Thomas Bergs, Alexander Peitz, Michael Emonts, +11 more

0

citations
Concept for a machine vision framework for production environments based on task-specific synthetic data generation
2026 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Alexander Moriz, Dominik Wolfschläger, Robert Heinrich Schmitt

0

citations
Methods and Limits of Data-Based Decision Support in Production Management
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Raphael Kiesel, Andreas Gützlaff, Robert Heinrich Schmitt, Günther Schuh

0

citations
Methods and Limits of Data-Based Decision Support in Production Management
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Raphael Kiesel, Andreas Gützlaff, Robert Heinrich Schmitt, Günther Schuh

0

citations
Production rescheduling through product quality prediction
2021 Procedia Manufacturing article Engineering Scheduling and Optimization Algorithms Open access

Maik Frye, Dávid Gyulai, Júlia Bergmann, Robert Heinrich Schmitt

7

citations
Improving Shop Floor-Near Production Management Through Data-Driven Insights
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Robert Heinrich Schmitt, Raphael Kiesel, Daniel Buschmann, Chrismarie Enslin, Markus Fischer, Thomas Gries, +13 more

0

citations
Improving Shop Floor-Near Production Management Through Data-Driven Insights
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Robert Heinrich Schmitt, Raphael Kiesel, Daniel Buschmann, Simon Cramer, Chrismarie Enslin, Markus Fischer, +15 more

0

citations
Data model for Digital Product Passports
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Semantic Web and Ontologies Open access

TUGBA DANACI, Franco Donati, Marco Cinelli, Sander S. van Nielen

0

citations