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Papers matching “production data” 2,015

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Product-specific Identifiers and Data Aggregation for Enabling Traceability in Battery Cell Production
2023 Procedia CIRP article Engineering Flexible and Reconfigurable Manufacturing Systems 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 Engineering Engineering Technology and Methodologies 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 Business, Management and Accounting Big Data and Business Intelligence 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 Manufacturing Process and Optimization 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 Flexible and Reconfigurable Manufacturing Systems 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
Internet of Sustainability – Data-Driven Sustainability Management in Production
2021 Lecture notes in production engineering conference-paper Engineering Digital Transformation in Industry

Kristof Briele, J. Chhor, L. Nuy, Felix Sohnius, L. C. Gussen, Raphael Kiesel, +1 more

2

citations
Data-Based Modeling of Circular Economy Activities in Global Production Networks
2025 Lecture notes in production engineering conference-paper Business, Management and Accounting Sustainable Supply Chain Management

Thilo Walter, Michael Riesener, Seth Schmitz, Alexander Schollemann

0

citations
Added Value through Linking of Product and Process Data on the Example of a Textile Process Chain
2023 Springer eBooks book-chapter Engineering Digital Transformation in Industry

Ruben Kins, Thomas Gries

1

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 Manufacturing Process and Optimization 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 Advanced Battery Technologies Research 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 Energy Energy Efficiency and Management 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 Business, Management and Accounting Digital Platforms and Economics Open access

Wilhelm Jaspers, Niels Holöchter, Jonathan Krauß, Achim Kampker

1

citations
Pricing Models for Data Products in the Industrial Food Production
2021 IFIP advances in information and communication technology conference-paper Business, Management and Accounting Product Development and Customization Open access

Calvin Rix, Jana Frank, Volker Stich

4

citations
Conceptualizing Data Ecosystems for Industrial Food Production
2021 conference-paper Business, Management and Accounting Big Data and Business Intelligence

Calvin Rix, Hannah Stein, Qiang Chen, Jana Frank, Wolfgang Maaß

7

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 Additive Manufacturing Materials and Processes 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
Machine Learning Based Product Quantity and Quality Prediction in Food Production
2025 conference-paper Chemistry Spectroscopy and Chemometric Analyses

Jan Hendrik Hellmich, Maximilian Brochhaus

0

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 Manufacturing Process and Optimization Open access

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

14

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
FactDAG: Formalizing Data Interoperability in an Internet of Production
2020 IEEE Internet of Things Journal article Decision Sciences Scientific Computing and Data Management cited by 3 patents

Lars Gleim, Jan Pennekamp, Martin Liebenberg, Melanie Buchsbaum, Philipp Niemietz, Simon Knape, +7 more

68

citations
Benchmarking of Data Preprocessing Methods for Machine Learning-Applications in Production
2021 Procedia CIRP article Computer Science Time Series Analysis and Forecasting Open access

Maik Frye, Johannes Mohren, Robert Heinrich Schmitt

33

citations