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Papers matching “data utilization” 447

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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
FutuRaM - Composition - Consolidated Data - Slags and Ashes
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Recycling and utilization of industrial and municipal waste in materials production Open access

Lorena Sanz Prada, Katharina Kippert, Danting Chen, Audrey Philippe, Špela Bavec, Juan Antonio Munizaga-Plaza, +8 more

0

citations
FutuRaM - Composition - Consolidated Data - Slags and Ashes
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Recycling and utilization of industrial and municipal waste in materials production Open access

Lorena Sanz Prada, Katharina Kippert, Danting Chen, Audrey Philippe, Špela Bavec, Juan Antonio Munizaga-Plaza, +8 more

0

citations
FutuRaM - Composition - Raw Data - Slags and Ashes
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Recycling and utilization of industrial and municipal waste in materials production Open access

Danting Chen, Audrey Philippe, Lorena Sanz Prada, Špela Bavec, Juan Antonio Munizaga-Plaza, Françoise Bodénan, +7 more

0

citations
FutuRaM - Composition - Consolidated Data - Slags and Ashes
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Recycling and utilization of industrial and municipal waste in materials production Open access

Lorena Sanz Prada, Katharina Kippert, Danting Chen, Audrey Philippe, Špela Bavec, Juan Antonio Munizaga-Plaza, +8 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
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
FutuRaM - Composition - Raw Data - Slags and Ashes
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Recycling and utilization of industrial and municipal waste in materials production Open access

Danting Chen, Audrey Philippe, Lorena Sanz Prada, Špela Bavec, Juan Antonio Munizaga-Plaza, Françoise Bodénan, +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
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
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
Data-Driven, Short-Term Prediction of Charging Station Occupation
2023 Electricity article Engineering Electric Vehicles and Infrastructure Open access

Roya Aghsaee, Christopher Hecht, Felix Schwinger, Jan Figgener, Matthias Jarke, Dirk Uwe Sauer

15

citations
Data-Driven Modelling and Predictive Control for the Geometry and Mechanical Properties of Freeform Bending Processes
2025 IFAC-PapersOnLine article Engineering Fault Detection and Control Systems Open access

Ahmed Ismail, Viktor Böhm, Sophie Stebner, Linghao Kong, Wolfram Volk, Sebastian Münstermann, +1 more

1

citations
Synthetic Data Generation for Process-Specific Nominal Geometry in Fused Deposition Modeling
2026 Procedia CIRP article Engineering Additive Manufacturing and 3D Printing Technologies Open access

Jonas Großeheide, Kilian Geiger, Mateus Bortoli Harano, Dominik Wolfschläger, Robert Heinrich Schmitt

0

citations
Poster Abstract: The Accuracy Paradox in Data-Driven Model Predictive Control
2026 conference-paper Engineering Building Energy and Comfort Optimization Open access

Martin Rätz, Dirk Müller

0

citations
Identifying Reference Districts by means of Machine Learning and Open-Source Data
2024 Computing in construction conference-paper Engineering Smart Cities and Technologies Open access

Thi Thu Ha Dam, Maxim Shamovich, Jannes Kruse, Elisabeth Beusker, Jérôme Frisch, Christoph van Treeck

0

citations
Integrated Benefits of Sustainable Utilization of Construction and Demolition Waste in a Pressure-State-Response Framework
2024 Sustainability article Engineering Recycled Aggregate Concrete Performance Open access

Han Zhang, Shiying Shi, Fangfang Zhao

9

citations