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Papers matching “training data” 20

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Concentrating solar power (CSP) plant data-driven digital twin: A novel method for flux density prediction
2025 Results in Engineering article Energy Solar Thermal and Photovoltaic Systems Open access

Sergio Díaz Alonso, Christian Raeder, Bernhard Hoffschmidt

6

citations
Performance and stability of solar cells and modules: from laboratory characterization to field data analysis
2025 JuSER (Forschungszentrum Jülich) dissertation Energy Photovoltaic System Optimization Techniques Open access

Timon S. Vaas

0

citations
Flux density distribution forecasting in concentrated solar tower plants: A data-driven approach
2024 Solar Energy article Energy Solar Thermal and Photovoltaic Systems Open access

Mathias Kuhl, Max Pargmann, Mehdi Cherti, Jenia Jitsev, Daniel Maldonado Quinto, Robert Pitz‐Paal

12

citations
A data-driven methodology for precision flux density predictions for heliostat fields
2025 elib (German Aerospace Center) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Mathias Angelo Kuhl

0

citations
A Gaussian Process Regression IV Model for PV Outdoor Data
2025 Progress in Photovoltaics Research and Applications article Energy Photovoltaic System Optimization Techniques Open access

Timon S. Vaas, Bart Elger Pieters, Evgenii Sovetkin, Andreas Gerber, Uwe Rau

2

citations
A Gaussian Process Regression IV Model for PV Outdoor Data
2025 Progress in Photovoltaics Research and Applications article Energy Photovoltaic System Optimization Techniques Open access

Timon S. Vaas, Bart Elger Pieters, Evgenii Sovetkin, Andreas Gerber, Uwe Rau

0

citations
Regression-based hub load calculation of a tidal turbine with blade root sensor data
2025 Proceedings of the ... European Wave and Tidal Energy Conference conference-paper Energy Wind Energy Research and Development

Jakob Roth, Georg Jacobs, Julian Röder, Maximilian Zweiffel, T.C. Bauer, Lindsey Amos

1

citations
A microfluidic system for cultivation of cyanobacteria with precise light intensity and CO2 control: Enabling growth data acquisition at single-cell resolution.
2024 ChemRxiv preprint Energy Algal biology and biofuel production Open access

Lennart Witting, Johannes Seiffarth, Birgit Stute, Jan Matthis Hofer, Katharina Nöh, Marion Eisenhut, +3 more

1

citations
Towards deep learning based airborne monitoring methods for heliostats in solar tower power plants
2023 conference-paper Energy Solar Thermal and Photovoltaic Systems

Rafal Broda, Alexander Schnerring, Julian J. Krauth, Marc Röger, Robert Pitz‐Paal

1

citations
Towards more reliable flux density prediction using uncertainty quantification of neural networks
2025 Solar Energy article Energy Solar Thermal and Photovoltaic Systems Open access

Leon Tim Engelbert Sievers, Daniel Maldonado Quinto, Bernhard Hoffschmidt

1

citations
A comprehensive study of the all-sky image and solar irradiance dataset SolarVision Almería
2026 Solar Energy article Energy Solar Radiation and Photovoltaics Open access

Yann Fabel, Niklas Benedikt Blum, Bijan Nouri, Stefan Wilbert, Thomas Schmidt, Ole Johannsen, +3 more

2

citations
A comparison of two approaches of dust deposition for Parabolic Trough Collector Mirrors
2023 conference-abstract Energy Solar Thermal and Photovoltaic Systems Open access

Athanasios Voukelatos, Aggeliki Anastasiou, Johannes Christoph Sattler, Spiros Alexopoulos, Siddharth Dutta, Ioannis Kioutsioukis

0

citations
Automatic heliostat learning for in situ concentrating solar power plant metrology with differentiable ray tracing
2024 Nature Communications article Energy Solar Thermal and Photovoltaic Systems Open access

Max Pargmann, Jan Ebert, Markus Götz, Daniel Maldonado Quinto, Robert Pitz‐Paal, Stefan Kesselheim

27

citations
End-to-end sensitivity analysis of a hybrid heliostat calibration process involving artificial neural networks
2025 Solar Energy article Energy Solar Thermal and Photovoltaic Systems Open access

Leon Tim Engelbert Sievers, Max Pargmann, Daniel Maldonado Quinto, Bernhard Hoffschmidt

12

citations
Integrating Machine Learning and Sustainability in Nonwoven Production: A Case Study Using the FOREST Framework
2025 Applied System Innovation article Energy Energy Efficiency and Management Open access

Rosario Othen, Steven Macpherson, Christian Möbitz, Thomas Gries

0

citations
Geometry transfer of deep neural networks for heliostat detection
2026 Solar Energy article Energy Solar Thermal and Photovoltaic Systems Open access

Rafal Broda, Alexander Schnerring, M. Nieslony, Tobias Wagner, Dominik Schnaus, Niels Algner, +4 more

0

citations
Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers
2024 Physical Chemistry Chemical Physics article Energy Electrocatalysts for Energy Conversion Open access

André Colliard-Granero, Keusra Armel Gompou, Christian Rodenbücher, Kourosh Malek, Michael Hermann Eikerling, Mohammad J. Eslamibidgoli

19

citations
Developing a framework towards global biochar supply chains to optimize regional production cost
2025 Environmental Technology & Innovation article Energy Forest Biomass Utilization and Management Open access

Ali Abdelshafy, Grit Walther

7

citations
Machine Learning-Driven Site Selection for Wind Farms in Poland
2025 Energies article Energy Wind Energy Research and Development Open access

Artur Amsharuk, Grażyna Łaska, Kagan Yüksel, Reinhard Madlener

3

citations
Differentiable aimpoint control for CSP towers using learned optical models: large-scale live demonstration at the Solar Tower Jülich
2026 Advances in Solar Energy: Heliostat Systems Design, Implementation, and Operation conference-abstract Energy Solar Thermal and Photovoltaic Systems

Mathias Kuhl, Inga Miadowicz, Peter Schwarzbözl, Daniel Maldonado Quinto, Robert Pitz‐Paal

0

citations

20 results