Research output per year
Research output per year
- 15 results
Search results
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2023
Learning Non-linear White-box Predictors: A Use Case in Energy Systems
Wilfling, S., Ebrahimi, M., Alfalouji, Q., Schweiger, G. & Basirat, M., Mar 2023, 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA). Wani, M. A., Kantardzic, M., Palade, V., Neagu, D., Yang, L. & Chan, K-Y. (eds.). p. 507-512 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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2022
A Dymola-Python framework for data-driven model creation and co-simulation
Wilfling, S., Falay, B., Alfalouji, Q. & Schweiger, G., 2022, Proceedings of Asian Modelica Conference 2022, Tokyo, Japan, November 24-25, 2022. p. 165-170 (Linköping Electronic Conference Proceedings ; no. 193).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
An Open IoT Platform: Lessons Learned from a District Energy System
Schranz, T., Alfalouji, Q., Hirsch, T. & Schweiger, G., 23 Dec 2022, 2022 2nd International Conference on Sustainable Mobility Applications, Renewables and Technology, SMART 2022. IEEE Xplore, p. 1-9 (2022 2nd International Conference on Sustainable Mobility Applications, Renewables and Technology, SMART 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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A Novel Concept For Virtual Reality Enhanced Building Energy Modelling
Gustin, M., Hopfe, C. J., Schweiger, G., Petrosino, S., Safikhani, S., Pirker, J., Ebrahimi, M., Wilfling, S. & McLeod, R. S., 22 Sept 2022, Proceedings of the BauSIM Conference 2022 in Weimar, Germany. Völker, C. (ed.). IBPSA - International Building Performance Simulation AssociationResearch output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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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
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Portable runtime environments for Python-based FMUs: Adding Docker support to UniFMU
Schranz, T., Møldrup Legaard, C., Tola, D. & Schweiger, G., 27 Sept 2021, Proceedings of 14th Modelica Conference 2021. Sjölund, M., Buffoni, L., Pop, A. & Ochel, L. (eds.). Linköping, p. 419--424 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
2020
Co-simulation Workflow for the Dynamic Modelling and Simulation of Large-scale District Energy Systems
Nageler, P., Schweiger, G., Schranzhofer, H., Heimrath, R., Mach, T., Fochler, L. M., Hochenauer, C., Fluch, J., Leusbrock, I. & Fink, C., 2020, Proceedings of Building Simulation 2019: 16th Conference of IBPSA. Corrado, V., Fabrizio, E., Gasparella, A. & Patuzzi, F. (eds.). International Building Performance Simulation Association, p. 3698-3705 8 p. BS2019_211048. (Building Simulation Conference Proceedings; vol. 6).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Machine learning for water supply supervision
Schranz, T., Schweiger, G., Pabst, S. & Wotawa, F., 1 Jan 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 238-249 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Mobile Application for Active Consumer Participation in Building Energy Systems
Schranz, T., Corcoran, K., Eckerstorfer, L. V., Schwengler, T. & Schweiger, G., Oct 2020, BauSIM 2020 - 8th Conference of IBPSA Germany and Austria: 23-25 September 2020, Graz University of Technology, Austria; Proceedings. Monsberger, M., Hopfe, C. J., Krüger, M. & Passer, A. (eds.). Graz: Verlag der Technischen Universität Graz, p. 281-288Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
2019
A General Method to Compare Different Co-simulation Interfaces: Demonstration on a Case Study
Engel, G., Chakkaravarthy, A. S. & Schweiger, G., 1 Jan 2019, Simulation and Modeling Methodologies, Technologies and Applications - 7th International Conference, SIMULTECH 2017, Revised Selected Papers. Ören, T., Rango, F. D. & Obaidat, M. S. (eds.). Springer-Verlag Italia, p. 351-365 15 p. (Advances in Intelligent Systems and Computing; vol. 873).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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A rule-based smart control for fail-operational systems
Engel, G., Schweiger, G., Wotawa, F. & Zimmermann, M., 1 Jan 2019, Advances and Trends in Artificial Intelligence. From Theory to Practice - 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, Proceedings. Wotawa, F., Pill, I., Koitz-Hristov, R., Friedrich, G. & Ali, M. (eds.). Springer-Verlag Italia, p. 137-145 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11606 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Equation-based modelling for dynamic optimization of district scale energy systems- A scalability study
Schweiger, G., Jorissen, F., Runvik, H. & Helsen, L., 1 Sept 2019, SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies. Institute of Electrical and Electronics Engineers, 8849039. (SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review