Research output per year
Research output per year
Search results
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2022
Smart Energy Systems Modeling - Component Exchange during Simulation
Wilfling, S., Falay, B., Alfalouji, Q., Exenberger, J., Schranz, T., Basirat, M. & Schweiger, G., Apr 2022, Proceedings from the 2nd International Sustainable Energies Conference 2022. GrazResearch output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2021
Coupling physical and machine learning models: case study of a single-family house
Falay, B., Wilfling, S., Alfalouji, Q., Exenberger, J., Schranz, T., Møldrup Legaard, C., Leusbrock, I. & Schweiger, G., 27 Sept 2021, Proceedings of 14th Modelica Conference 2021. Sjölund, M., Buffoni, L., Pop, A. & Ochel, L. (eds.). Linköping, p. 335-341 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Data shortage for urban energy simulations? An empirical survey on data availability and enrichment methods using machine learning
Schweiger, G., Exenberger, J., Malhotra, A., Schranz, T., Boiger, T., Van Treeck, C. & O'Donnell, J., 6 Aug 2021, Workshop on Intelligent Computing in Engineering. Borrmann, J., Borrmann, A., Ungureanu, L-C. & Hartmann, T. (eds.). Universitätsverlag der TU Berlin, p. 301-309 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Energy Prediction under Changed Demand Conditions: Robust Machine Learning Models and Input Feature Combinations
Schranz, T., Exenberger, J., Møldrup Legaard, C., Drgoňa, J. & Schweiger, G., Sept 2021, Proceedings of the 17th International Conference of the International Building Performance Simulation Association (Building Simulation 2021). 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review