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Papers matching “data utility” 423

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The site selection data hub: a data-centric approach for integrated simulation workflow management in radioactive waste disposal site selection
2024 conference-abstract Engineering Nuclear and radioactivity studies Open access

Qian Chen, Marc S. Boxberg, Nino Menzel, Maria Fernanda Morales Oreamuno, Wolfgang Nowak, Sergey Oladyshkin, +2 more

0

citations
Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data
2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access

Qiao Wang, Min Ye, Sehriban Celik, Zhongwei Deng, Bin Li, Dirk Uwe Sauer, +1 more

32

citations
Adaptive Indoor Area Localization for Perpetual Crowdsourced Data Collection
2020 Sensors article Engineering Indoor and Outdoor Localization Technologies Open access

Marius Laska, Jörg Blankenbach, Ralf Klamma

14

citations
A Platform Ecosystem Providing New Data For The Energy Transition
2024 ACM SIGEnergy Energy Informatics Review article Engineering Integrated Energy Systems Optimization Open access

Markus Duchon, Jessy Matar, Mahsa Faraji Shoyari, Alexander Perzylo, Ingmar Kessler, Patrick Buchenberg, +17 more

6

citations
FactDAG: Formalizing Data Interoperability in an Internet of Production
2020 IEEE Internet of Things Journal article Engineering Digital Transformation in Industry cited by 3 patents

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

68

citations
Large-scale field data-based battery aging prediction driven by statistical features and machine learning
2023 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

Qiushi Wang, Zhenpo Wang, Peng Liu, Lei Zhang, Dirk Uwe Sauer, Weihan Li

53

citations
Towards a Data Lake for High Pressure Die Casting
2022 Metals article Engineering Digital Transformation in Industry Open access

Maximilian Rudack, Michael Rath, Uwe Vroomen, Andreas Bührig–Polaczek

9

citations
Generation of Synthetic Data for DL-based Defect Detection in the Automotive Context
2025 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection

Alexander Moriz, Dominik Wolfschläger, Miguel Suchodolak, Achim Byl, Friedrich Wolf, Kai Wege, +2 more

0

citations
Data-Centric Green Artificial Intelligence: A Survey
2023 IEEE Transactions on Artificial Intelligence article Engineering Green IT and Sustainability

Shirin Salehi, Anke Schmeink

75

citations
Model-based data augmentation to improve the performance of machine-learning diagnostic systems
2022 IET conference proceedings. conference-paper Engineering Power Transformer Diagnostics and Insulation

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

1

citations
Graph-based method for extracting spatial information from semi-formal text to derive 3D bridge and damage models from legacy maintenance data
2025 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

Anne Göbels, Jakob Beetz

6

citations
Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation ― Part B: Application
2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Power Transformer Diagnostics and Insulation

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

5

citations
Systematic Categorization of Influencing Factors on Radar-Based Perception to Facilitate Complex Real-World Data Evaluation
2021 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access

Maike Scholtes, Lutz Eckstein

0

citations
scenario.center: Methods from Real-world Data to a Scenario Database
2024 IEEE Intelligent Vehicles Symposium conference-paper Engineering Autonomous Vehicle Technology and Safety

Michael Schuldes, Christoph Glasmacher, Lutz Eckstein

6

citations
scenario.center: Methods from Real-world Data to a Scenario Database
2024 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access

Michael Schuldes, Christoph Glasmacher, Lutz Eckstein

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
Condensing measurement data along the process chain into a single geometrical digital shadow
2022 conference-paper Engineering Advanced Measurement and Metrology Techniques

Kilian Geiger, Jonas Großeheide, Benjamin Montavon, Robert Heinrich Schmitt

2

citations
Battery Cell Field Data of Multiple Mobile Android Devices
2026 RWTH Publications (RWTH Aachen) dataset Engineering Advanced Battery Technologies Research Open access

Hendrik Laufen, Tim Falkenstein, Elias Hempen, Julian Giesen, Marc Steffens, Marcel Vogler, +7 more

0

citations
Data-driven modeling of open circuit voltage hysteresis for LiFePO 4 batteries with conditional generative adversarial network
2025 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Lisen Yan, Jun Peng, Zeyu Zhu, Heng Li, Zhiwu Huang, Dirk Uwe Sauer, +1 more

20

citations
Approach to Generate a Simple Semantic Data Model from 2D Bridge Plans using AI-based Text Recognition
2023 European Safety and Reliability Conference (ESREL) conference-paper Engineering BIM and Construction Integration Open access

Peter Gölzhäuser, Mengyan Peng, Jan‐Iwo Jäkel, Katharina Klemt‐Albert, Steffen Marx

3

citations
MODI: From planning towards operation: Data-driven predictive mode-based control algorithms for energy savings in buildings
2025 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Xiaoye Cai, Shiyao Ju, Martin Rätz, Dirk Müller

2

citations
Determination of the line parameters of electrical distribution grids based on smart meter data
2025 IET conference proceedings. conference-paper Engineering Optimal Power Flow Distribution

Franziska Tischbein, Leopold Freiherr von Fürstenberg, Luis Böttcher, Andreas Ulbig

1

citations
Data-mining of in-situ TEM experiments: On the dynamics of dislocations in CoCrFeMnNi alloys
2022 Acta Materialia article Engineering High Entropy Alloys Studies Open access

Chen Zhang, Hengxu Song, Daniela Oliveros, Anna Fraczkiewicz, Marc Legros, Stefan Sandfeld

30

citations
Data-mining of In-Situ TEM Experiments: on the Dynamics of Dislocations in CoCrFeMnNi Alloys
2022 arXiv (Cornell University) preprint Engineering High Entropy Alloys Studies Open access

Chen Zhang, Hengxu Song, Daniela Oliveros, Anna Fraczkiewicz, Marc Legros, Stefan Sandfeld

0

citations
A methodological framework for identifying District Heating Networks in Germany by utilizing the census data
2025 Smart Energy article Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Luca Döring, Jonas Klingebiel, Rahul Karuvingal

0

citations