IST/Research/Publications

Publications of Group Schweiger

Gerald Schweiger, Richard Heimrath, Basak Falay, Keith O'Donovan, Peter Nageler, Reinhard Pertschy, Georg Engel, Wolfgang Streicher and Ingo Leusbrock District energy systems: Modelling paradigms and general-purpose tools
Gerald Schweiger, Fabian Kuttin and Alfred Posch District heating systems
Gerald Schweiger, Filip Jorissen, Hakan Runvik and Lieve Helsen Equation-based modelling for dynamic optimization of district scale energy systems- A scalability study SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies
Georg Engel, Ajay S. Chakkaravarthy and Gerald Schweiger A General Method to Compare Different Co-simulation Interfaces Simulation and Modeling Methodologies, Technologies and Applications - 7th International Conference, SIMULTECH 2017, Revised Selected Papers 351-365
Basak Falay, Gerald Schweiger, Keith O'Donovan and Ingo Leusbrock Enabling large-scale dynamic simulations and reducing model complexity of district heating and cooling systems by aggregation
Thomas Schranz, Katja Corcoran, Lisa V. Eckerstorfer, Thomas Schwengler and Gerald Schweiger Mobile Application for Active Consumer Participation in Building Energy Systems BauSIM 2020 - 8th Conference of IBPSA Germany and Austria 281-288
Thomas Mach, Hermann Edtmayer, Gerald Schweiger, Michael Monsberger, Lisa-Marie Fochler and Richard Heimrath Energie System Analyse
Johan Simonsson, Khalid Tourkey Atta, Gerald Schweiger and Wolfgang Birk Experiences from city-scale simulation of thermal grids
Iva Ridjan Skov, Noémi Schneider, Gerald Schweiger, Josef Peter Schöggl and Alfred Posch Power-to-x in Denmark
Thomas Schranz, Christian Møldrup Legaard, Daniella Tola and Gerald Schweiger Portable runtime environments for Python-based FMUs Proceedings of 14th Modelica Conference 2021 419--424
Basak Falay, Sandra Wilfling, Qamar Alfalouji, Johannes Exenberger, Thomas Schranz, Christian Møldrup Legaard, Ingo Leusbrock and Gerald Schweiger Coupling physical and machine learning models Proceedings of 14th Modelica Conference 2021 335-341
Gerald Schweiger, Johannes Exenberger, Avichal Malhotra, Thomas Schranz, Theresa Boiger, C. Van Treeck and James O'Donnell Data shortage for urban energy simulations? An empirical survey on data availability and enrichment methods using machine learning Workshop on Intelligent Computing in Engineering 301-309
Thomas Schranz, Johannes Exenberger, Christian Møldrup Legaard, Ján Drgoňa and Gerald Schweiger Energy Prediction under Changed Demand Conditions: Robust Machine Learning Models and Input Feature Combinations Proceedings of the 17th International Conference of the International Building Performance Simulation Association (Building Simulation 2021)
Thomas Schranz, Qamar Alfalouji, Thomas Hirsch and Gerald Schweiger An Open IoT Platform 2022 2nd International Conference on Sustainable Mobility Applications, Renewables and Technology, SMART 2022 1-9
Qamar Alfalouji, Thomas Schranz, Alexander Kümpel, Markus Schraven, Thomas Storek, Stephan Gross, Antonello Monti, Dirk Müller and Gerald Schweiger IoT Middleware Platforms for Smart Energy Systems: An Empirical Expert Survey
Sandra Wilfling, Basak Falay, Qamar Alfalouji, Johannes Exenberger, Thomas Schranz, Mina Basirat and Gerald Schweiger Smart Energy Systems Modeling - Component Exchange during Simulation Proceedings from the 2nd International Sustainable Energies Conference 2022
Gerald Schweiger, Johannes Exenberger, Johanna Pirker, Saeed Safikhani, Julian Murschetz, Michael Monsberger, Hermann Edtmayer, Lisa-Marie Fochler and Thomas Mach Künstliche Intelligenz für die Erstellung von CityGML Modellen und VR Visualisierung
Matej Gustin, Christina Johanna Hopfe, Gerald Schweiger, Simone Petrosino, Saeed Safikhani, Johanna Pirker, Masoud Ebrahimi, Sandra Wilfling and Robert Scot McLeod A Novel Concept For Virtual Reality Enhanced Building Energy Modelling Proceedings of the BauSIM Conference 2022 in Weimar, Germany
Sandra Wilfling, Basak Falay, Qamar Alfalouji and Gerald Schweiger A Dymola-Python framework for data-driven model creation and co-simulation Proceedings of Asian Modelica Conference 2022, Tokyo, Japan, November 24-25, 2022 165-170
Sandra Wilfling, Masoud Ebrahimi, Qamar Alfalouji, Gerald Schweiger and Mina Basirat Learning Non-linear White-box Predictors: A Use Case in Energy Systems 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) 507-512
Christian Møldrup Legaard, Thomas Schranz, Gerald Schweiger, Ján Drgoňa, Basak Falay, Cláudio Gomes, Alexandros Iosifidis, Mahdi Abkar and Peter Gorm Larsen Constructing Neural Network-Based Models for Simulating Dynamical Systems
Thomas Schranz, Thomas Mach and Gerald Schweiger Das Internet der Dinge für die Energiewende
Gerald Schweiger Can’t We Do Better? A cost-benefit analysis of proposal writing in a competitive funding environment
Gerald Schweiger and Lynn Thiermeyer Modelling in engineering
Georg Arbesser-Rastburg, Saeed Safikhani, Matej Gustin, Christina Hopfe, Gerald Schweiger and Johanna Pirker Project Beyond Proceedings of the 2024 IEEE Conference on Games, CoG 2024
Gerda Langer, Thomas Hirsch, Roman Kern, Theresa Kohl and Gerald Schweiger Large Language Models for Fault Detection in Buildings’ HVAC Systems
Valentin Kaisermayer, Daniel Muschick, Martin Horn, Gerald Schweiger, Thomas Schwengler, Michael Mörth, Richard Heimrath, Thomas Mach, Michael Herzlieb and Markus Gölles Predictive building energy management with user feedback in the loop