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Papers matching “data-driven decision support” 34

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Data-driven decision support for process quality improvements
2021 Procedia CIRP article Engineering Fault Detection and Control Systems Open access

Daniel Buschmann, Chrismarie Enslin, Hannes Elser, Daniel Lütticke, Robert Heinrich Schmitt

10

citations
Decision Support for Industrial Energy System Planning using Data-Driven Modeling and Multi-Objective Optimization
2024 SSRN Electronic Journal preprint Engineering Integrated Energy Systems Optimization Open access

Hendrik Schricker, Frederike Kuperjans, Andreas Kämper, Christiane Reinert, Niklas Vincenz von der Aßen

0

citations
Smart Data Hub: Integrating subsurface properties into model-based decision-support tools
2026 Zenodo (CERN European Organization for Nuclear Research) software Engineering Reservoir Engineering and Simulation Methods Open access

0

citations
Smart Data Hub: Integrating subsurface properties into model-based decision-support tools
2026 Zenodo (CERN European Organization for Nuclear Research) software Engineering Reservoir Engineering and Simulation Methods Open access

Qian Chen, Nino Menzel, Marc S. Boxberg, Julia Kowalski

0

citations
Smart Data Hub: Integrating subsurface properties into model-based decision-support tools
2026 Zenodo (CERN European Organization for Nuclear Research) software Engineering Reservoir Engineering and Simulation Methods Open access

Qian Chen, Nino Menzel, Marc S. Boxberg, Julia Kowalski

0

citations
Smart Data Hub: Integrating subsurface properties into model-based decision-support tools
2025 Zenodo (CERN European Organization for Nuclear Research) software Engineering Reservoir Engineering and Simulation Methods Open access

Qian Chen, Nino Menzel, Marc S. Boxberg, Julia Kowalski

0

citations
Smart Data Hub: Integrating subsurface properties into model-based decision-support tools
2025 Zenodo (CERN European Organization for Nuclear Research) software Engineering Reservoir Engineering and Simulation Methods Open access

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
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
Optimization of a 660 MWe Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency
2020 Energies article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Waqar Muhammad Ashraf, Ghulam Moeen Uddin, Syed Muhammad Arafat, Sher Afghan, Ahmad Hassan Kamal, Muhammad Asim, +11 more

66

citations
Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

Ali Malek, Max Dreger, Nima Shaigan, Chaojie Song, Kourosh Malek, Jasna Janković, +1 more

19

citations
Data-driven modeling for evaluating deformation of a deep excavation near existing tunnels
2025 Underground Space article Engineering Geotechnical Engineering and Analysis Open access

Fengwen Lai, Songyu Liu, Jim S. Shiau, Mingpeng Liu, Guojun Cai, Ming Yu Huang

35

citations
Decision support on membrane electrode assembly (MEA) production and factory concepts
2023 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Peter Burggräf, Tobias Adlon, Nils Lehde, Carlos Fernández Llamas

2

citations
Der Data Lifecycle von der Erfassung bis zur Erkenntnis
2021 Springer eBooks book-chapter Engineering Digital Transformation in Industry

Christian Brecher, Philipp Blanke, Melanie Buchsbaum, Yannick Dassen, Christian Fimmers, Aleksandra Müller, +5 more

0

citations
Introduction of decision support systems for failure management in manufacturing
2024 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Linda Waldscheck, Robin Günther, Sebastian Beckschulte, Sebastian Baumann, Julian Haller, Martin Wende, +2 more

0

citations
Integrating deep learning and rule-based systems into a smart devices decision support system for visual inspection in production
2022 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Hendrik Mende, Faruk Ibrahim, Robert Heinrich Schmitt

14

citations
Actionable Artificial Intelligence for the Future of Production
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Mohamed Behery, Philipp Brauner, Hans Aoyang Zhou, Merih Seran Uysal, Владимир Самсонов, Martin Bellgardt, +34 more

2

citations
Materials in the Drive Chain – Modeling Materials for the Internet of Production
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Metallurgy and Material Forming Open access

Ali Rajaei, Marco Becker, Yuanbin Deng, Soheil Rooein, Patricia de Oliveira Löhrer, Niklas Reinisch, +8 more

2

citations
Materials in the Drive Chain – Modeling Materials for the Internet of Production
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Metallurgy and Material Forming Open access

Ali Rajaei, Marco Becker, Yuanbin Deng, Soheil Rooein, Patricia de Oliveira Löhrer, Niklas Reinisch, +8 more

0

citations
Silos aufbrechen: Vernetzt, flexibel und produktiv
2023 Springer eBooks book-chapter Engineering Digital Transformation in Industry

Katharina Klemt‐Albert, Sabine Hartmann, Robert Hartung, Martin Köhncke

0

citations
Generative AI Methodology for the Conceptual Topology Design of Bridges from Topography Images
2026 Journal of Computing in Civil Engineering article Engineering Architecture and Computational Design Open access

Aswin Lal, Chongjie Kang, Barış Özcan, Jörg Blankenbach, Steffen Marx

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
Actionable Artificial Intelligence for the Future of Production
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Mohamed Behery, Philipp Brauner, Hans Aoyang Zhou, Merih Seran Uysal, Владимир Самсонов, Martin Bellgardt, +34 more

5

citations
Actionable Artificial Intelligence for the Future of Production
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Mohamed Behery, Philipp Brauner, Hans Aoyang Zhou, Merih Seran Uysal, Владимир Самсонов, Martin Bellgardt, +34 more

1

citations
Automatic generation of building stock databases with hourly heat demand profiles for district analysis using large-scale available data
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Luis Armando Blanco Bohorquez

0

citations