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Papers matching “data value” 250

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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

Maximilian Bega, Patrick Sapel, Furkan Ercan, Bernd Kuhlenkötter, Christian Hopmann

18

citations
A common data environment for value‐driven data management in German road construction
2023 ce/papers article Engineering BIM and Construction Integration Open access

Jonathan Matthei, Peter Gölzhäuser, Katharina Klemt‐Albert, Milad Moharekpour, Andreas Plattenteich

3

citations
Digital Twin Road: value and implications involving data and application
2025 Discover Applied Sciences article Engineering Infrastructure Maintenance and Monitoring Open access

Atul Anantheswar, Marcel May, Gabriele Wadlig, Juliana Hildebrandt, Kira Amelie Thiessat, Ines Wollny, +5 more

9

citations
AI-Based Failure Management: Value Chain Approach in Commercial Vehicle Industry
2022 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Robin Guenther, Sebastian Beckschulte, Martin Wende, Hendrik Mende, Robert Heinrich Schmitt

7

citations
A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0
2020 IEEE Access article Engineering Control Systems and Identification Open access

Hamid Khayyam, Ali Jamali, Alireza Bab‐Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, +1 more

69

citations
Ontology for a Knowledge-Based Deconstruction of Buildings Based on BIM Models and Linked Data Principles
2025 Buildings article Engineering BIM and Construction Integration Open access

Jan‐Iwo Jäkel, Eva Heinlein, Constantin von Czernitzky, Sven Mackenbach, Katharina Klemt‐Albert

5

citations
Value-Driven Robotic Digital Twins in Cyber–Physical Applications
2020 IEEE Transactions on Industrial Informatics article Engineering Digital Transformation in Industry

Eric Guiffo Kaigom, Jurgen Rosmann

49

citations
Smart Maintenance: So wird die Instandhaltung zum Werttreiber im Unternehmen / Smart Maintenance: How Maintenance Becomes a Value Driver for the Company
2022 Publication Server of FIR e. V. an der RWTH Aachen article Engineering Reliability and Maintenance Optimization Open access

Florian Defèr

0

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
Predictive value of residual SYNTAX score for clinical outcomes after High-Risk Percutaneous Coronary Intervention (HR-PCI): Evidence from pooled analysis of prospective studies
2023 European Heart Journal article Engineering Mechanical Circulatory Support Devices Open access

Vasileios F. Panoulas, Javier Escaned, Jonathan Michael Hill, Edward James Baker, Stuart Mealing, Seth Bilazarian, +6 more

0

citations
Creation of digital production twins for the optimization of value creation in single and small batch production
2020 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Günther Schuh, Christoph Kelzenberg, Jan Wiese, Niklas Kessler

16

citations
Towards a conceptual guideline for an economical assessment of manufacturing process data
2026 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Johannes Mayer, Tobias Kaufmann, Philipp Niemietz, Thomas Bergs

0

citations
Success Factors for Value Creation in Industry 4.0 – a Comparison of two Field Studies in German Tool Machine Manufacturers and Start-Ups
2025 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Eike Permin, Lina Castillo, Karl Lossie, Dennis Grunert, Robert Heinrich Schmitt, Carsten Wohlgemuth

0

citations
A decision-making methodology for selecting digital twin applications in the product service phase considering value and effort
2025 Production Engineering article Engineering Digital Transformation in Industry Open access

Johannes Mayer, Maurice Engels, Tobias Kaufmann, Philipp Niemietz, Thomas Bergs

5

citations
MATRYCS—A Big Data Architecture for Advanced Services in the Building Domain
2022 Energies article Engineering Building Energy and Comfort Optimization Open access

Marco Pau, Panagiotis Kapsalis, Zhiyu Pan, George Korbakis, Antonello Monti

34

citations
Automated feature extraction to integrate field and laboratory data for aging diagnosis of automotive lithium-ion batteries
2023 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

Valentin Steininger, Katharina Rumpf, Peter Hüsson, Weihan Li, Dirk Uwe Sauer

22

citations
Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling
2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access

Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten

22

citations
A data-centric approach to anomaly detection in layer-based additive manufacturing
2023 at - Automatisierungstechnik article Engineering Industrial Vision Systems and Defect Detection

Alexander Zeiser, Bekir Özcan, Christoph Kracke, Bas van Stein, Thomas Bäck

12

citations
Perspectives on data-driven models and its potentials in metal forming and blanking technologies
2022 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

Mathias Liewald, Thomas Bergs, Peter Groche, Bernd‐Arno Behrens, David Briesenick, Philipp Niemietz, +2 more

63

citations
Big data generation platform for battery faults under real-world variances
2025 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access cited by 1 patent

Daniel Luder, Wenjiong Cao, Philipp Dechent, Elias Barbers, Stephan Bihn, Lishuo Liu, +3 more

15

citations
A Sovereign and Interoperable Data Ecosystem for an Eco-Efficient Nonwovens Industry
2024 Sustainability article Engineering Digital Transformation in Industry Open access

Florian Pohlmeyer, Christian Möbitz, Thomas Gries

10

citations
District Energy Management Systems: Key Data Points for System Integration and Related Challenges: Lessons Learned from Experts in Germany
2024 Energy Technology article Engineering Integrated Energy Systems Optimization Open access

Felix Rehmann, Falk Cudok, Joel David Schölzel, Sarah Henn, Rita Streblow

1

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
Data-driven modeling and optimization of anode-side structural, transport and electrochemical properties in PEM water electrolyzers
2026 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Violeta Karyofylli, Hans Kungl, André Karl, Eva Jodat, +1 more

0

citations
Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations