Publications 2025
Bazazzadeh, H.; Hoseinzadeh, S.; Mohammadi, M. M.; Garcia, D. A. AI- aided surrogate model for prediction of HVAC optimization strategies in future conditions in the face of climate change. Energy Rep. 2025, 13, 1834-1845. https://doi.org/10.1016/j.egyr.2025.01.033
Bazazzzadeh, H.; Rezadoost Dezfuli, R.; Berardi, U.; Nadolny, A. Climate-responsive building envelope retrofit: insulation strategies in a changing environment. In Multiphysics and multiscale building physics. Proceedings of the 9th international building physics conference (IBPC 2024). Volume 3: Building systems and HVAC technologies, presented at the 9th international building physics conference (IBPC 2024), Toronto, July 25-27, 2024; Berardi, U., Ed.; Lecture notes in civil engineering; Springer: Singapore, 2025; Vol. 554, pp 322-328. https://doi.org/10.1007/978-981-97-8313-7_44
Bellizio, F.; Dijkstra, B.; Fertig, A.; Van Dijk, J.; Heer, P. Machine learning approaches for the prediction of public EV charge point flexibility. Sustain. Energy Grids Netw. 2025, 42, 101657 (11 pp.). https://doi.org/10.1016/j.segan.2025.101657
Biéron, M.; Le Dréau, J.; Haas, B. Development of a GHG-based control strategy for a fleet of hybrid heat pumps to decarbonize space heating and domestic hot water. Appl. Energy 2025, 378, 124751 (19 pp.). https://doi.org/10.1016/j.apenergy.2024.124751
Dominguez, C.; Kakkos, E.; Hischier, R.; Gross, D.; Mavromatidis, G.; Orehounig, K. Renovate or replace - What is the optimal decision for a typical building considering cumulative CO2 emissions? In Multiphysics and multiscale building physics - Proceedings of the 9th International Building Physics Conference (IBPC 2024) Volume 4: Indoor Air Quality (IAQ), lighting and acoustics, presented at the 9th International Building Physics Conference (IBPC 2024), Toronto, July 25-27, 2024; Berardi, U., Ed.; Lecture notes in civil engineering; Springer Nature: Singapore, 2025; Vol. 555, pp 485-490. https://doi.org/10.1007/978-981-97-8317-5_71
Fallahi, M. H.; Movafagh, S.; Bazazzzadeh, H.; Berardi, U.; Nadolny, A. Assessing the integrating of solar PV systems on post-world war II public housing. In Multiphysics and multiscale building physics. Proceedings of the 9th international building physics conference (IBPC 2024). Volume 3: Building systems and HVAC technologies, presented at the Proceedings of the 9th international building physics conference (IBPC 2024), Toronto, July 25-27, 2024; Berardi, U., Ed.; Lecture notes in civil engineering; Springer: Singapore, 2025; Vol. 554, pp 568-574. https://doi.org/10.1007/978-981-97-8313-7_77
Fathi, F.; Montazeri, M.; N.araabi, B.; Du, H.; Niyato, D.; Kebriaei, H. Data-driven incentive mechanisms for federated learning in vehicular networks. IEEE Trans. Veh. Technol. 2025. https://doi.org/10.1109/TVT.2025.3547866
Montazeri, M.; Remlinger, C.; Bejar Haro, B.; Heer, P. Fully data-driven and modular building thermal control with physically consistent modeling. Appl. Energy 2025, 390, 125770 (12 pp.). https://doi.org/10.1016/j.apenergy.2025.125770
Montazeri, M.; Kulkarni, C. S.; Fink, O. Prescribing optimal health-aware operation for urban air mobility with deep reinforcement learning. Rel. Eng. Syst. Saf. 2025, 259, 110897 (14 pp.). https://doi.org/10.1016/j.ress.2025.110897
Natale, L. D.; Zakwan, M.; Heer, P.; Ferrari-Trecate, G.; Jones, C. N. SIMBa: system identification methods leveraging backpropagation. IEEE Trans. Control Syst. Technol. 2025, 33 (2), 418-433. https://doi.org/10.1109/TCST.2024.3477301
Parvizi, S.; Montazeri, M.; Kebriaei, H. Contract-based demand response mechanism for commercial and industrial customers. IEEE Trans. Autom. Sci. Eng. 2025, 22, 3135-3146. https://doi.org/10.1109/TASE.2024.3389999
Stanojev, O.; Guo, Y.; Hug, G. Online feedback droop scheduling in distribution grids for frequency and local voltage control. IEEE Trans. Power Syst. 2025. https://doi.org/10.1109/TPWRS.2025.3528752
Vandenberghe, R.; Humbert, G.; Cai, H.; Koirala, B. P.; Sansavini, G.; Heer, P. Optimal sizing and operation of hydrogen generation sites accounting for waste heat recovery. Appl. Energy 2025, 380, 125004 (19 pp.). https://doi.org/10.1016/j.apenergy.2024.125004
Von Krannichfeldt, L.; Orehounig, K.; Fink, O. Combining physics-based and data-driven modeling for building energy systems. Appl. Energy 2025, 391, 125853 (19 pp.). https://doi.org/10.1016/j.apenergy.2025.125853
Weber, R.; Fumey, B.; Baldini, L. Liquid sorption storage for high solar fraction heat supply in residential buildings under different climatic conditions. Energy Build. 2025, 332, 115446 (19 pp.). https://doi.org/10.1016/j.enbuild.2025.115446
Wen, Y.; Guo, Y.; Hu, Z.; Hug, G. Multiple joint chance constraints approximation for uncertainty modeling in dispatch problems. IEEE Trans. Power Syst. 2025, 40 (1), 662-675. https://doi.org/10.1109/TPWRS.2024.3415652
Yazdanie, M.; Dramani, J. B.; Orehounig, K. Strengthening energy system resilience planning under uncertainty by minimizing regret. Renew. Sustain. Energy Transiti. 2025, 6, 100093 (14 pp.). https://doi.org/10.1016/j.rset.2024.100093
Önalan, B.; Mitropoulou, I.; Triantafyllidis, E.; Hunhevicz, J.; De Wolf, C. Computational methods for circular design with non-standard materials: systematic review and future directions. Int. J. Architec. Comp. 2025. https://doi.org/10.1177/1478077125131612