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Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling2025 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
22citations -
Data Imputation Methods for Intermittent Renewable Energy Sources: Implications for Energy System Modeling2025 SSRN Electronic Journal preprint Engineering Integrated Energy Systems Optimization Open access
Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten
0citations -
A gap-filling method for room temperature data based on autoencoder neural networks2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck
5citations -
Indoor environment data time-series reconstruction using autoencoder neural networks2021 Building and Environment article Engineering Building Energy and Comfort Optimization Open access
Antonio Liguori, Romana Markovic, Thi Thu Ha Dam, Jérôme Frisch, Christoph van Treeck, Francesco Causone
43citations -
Domain Adaptation via Simulation Parameter and Data Perturbation for Predictive Maintenance2024 PHM Society European Conference conference-abstract Engineering Reliability and Maintenance Optimization Open access
Kiavash Fathi, Fabio Corradini, Marcin Sadurski, Marco Silvestri, Marko Ristin, Afrooz Laghaei, +3 more
0citations -
Methodical assessment of the value of sensory captured data regarding the suitability for influencing manufacturing process goals2024 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access
Johannes Mayer, Tobias Kaufmann, Philipp Niemietz, Thomas Bergs
0citations -
Data-Driven Line Parameter Estimation for Unknown Customer Order considering Customer Connection Lines2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe) conference-paper Engineering Power System Optimization and Stability
Nina Štumberger, Franziska Tischbein, Andreas Bong, Andreas Ulbig
0citations -
Data-mining of In-Situ TEM Experiments: on the Dynamics of Dislocations in CoCrFeMnNi Alloys2022 arXiv (Cornell University) preprint Engineering Advanced Materials Characterization Techniques Open access
Chen Zhang, Hengxu Song, Daniela Oliveros, Anna Fraczkiewicz, Marc Legros, Stefan Sandfeld
0citations -
Deep learning-based prediction of particle size distributions in construction and demolition waste recycling using convolutional neural networks on 3D laser triangulation data2025 Construction and Building Materials article Engineering Recycled Aggregate Concrete Performance Open access
Nils Kroell, Eric Thor, Lieve Josephina Leonie Göbbels, Xiaozheng Chen
15citations -
Highly accurate digital traffic recording as a basis for future mobility research: Methods and concepts of the research project HDV-Mess2021 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access
Laurent Kloeker, Fabian Thomsen, Lutz Eckstein, Philip Trettner, Tim Elsner, Julius Nehring-Wirxel, +3 more
1citations