Publications 2024
Behrunani, V. N.; Cai, H.; Heer, P.; Smith, R. S.; Lygeros, J. Distributed multi-horizon model predictive control for network of energy hubs. Control Eng. Pract. 2024, 147, 105922 (15 pp.). https://doi.org/10.1016/j.conengprac.2024.105922
Cai, H.; Heer, P. Experimental implementation of an emission-aware prosumer with online flexibility quantification and provision. Sustain. Cities Soc. 2024, 111, 105531 (13 pp.). https://doi.org/10.1016/j.scs.2024.105531
Dai, X.; Guo, Y.; Jiang, Y.; Jones, C. N.; Hug, G.; Hagenmeyer, V. Real-time coordination of integrated transmission and distribution systems: flexibility modeling and distributed NMPC scheduling. Electr. Power Syst. Res. 2024, 234, 110627 (8 pp.). https://doi.org/10.1016/j.epsr.2024.110627
Di Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N. Computationally efficient reinforcement learning: targeted exploration leveraging simple rules. In Proceedings of the IEEE conference on decision and control (CDC), presented at the 2023 62nd IEEE conference on decision and control (CDC), Singapore, December 13-15, 2023; IEEE, 2024; pp 2334-2339. https://doi.org/10.1109/CDC49753.2023.10384283
Dominguez, C.; Kakkos, E.; Gross, D.; Hischier, R.; Orehounig, K. Renovated or replaced? Finding the optimal solution for an existing building considering cumulative CO2 emissions, energy consumption and costs - a case study. Energy Build. 2024, 303, 113767 (21 pp.). https://doi.org/10.1016/j.enbuild.2023.113767
Heer, P.; Derungs, C.; Huber, B.; Bünning, F.; Fricker, R.; Stoller, S.; Niesen, B. Comprehensive energy demand and usage data for building automation. Sci. Data 2024, 11, 469 (12 pp.). https://doi.org/10.1038/s41597-024-03292-2
Hunhevicz, J. J.; Hall, D. M.; Brasey, P. A.; Bonanomi, M. M. M.; Fischer, M. Decentralized project delivery on the crypto commons: conceptualization, governance mechanisms, and future research directions. Proj. Leader. Soc. 2024, 5, 100132 (19 pp.). https://doi.org/10.1016/j.plas.2024.100132
Khosravi, M.; Huber, B.; Decoussemaeker, A.; Heer, P.; Smith, R. S. Model predictive control in buildings with thermal and visual comfort constraints. Energy Build. 2024, 306, 113831 (10 pp.). https://doi.org/10.1016/j.enbuild.2023.113831
Mahdavinejad, M.; Bazazzadeh, H.; Mehrvarz, F.; Berardi, U.; Nasr, T.; Pourbagher, S.; Hoseinzadeh, S. The impact of facade geometry on visual comfort and energy consumption in an office building in different climates. Energy Rep. 2024, 11, 1-17. https://doi.org/10.1016/j.egyr.2023.11.021
Montazeri, M.; Kebriaei, H.; Araabi, B. N. A tractable truthful profit maximization mechanism design with autonomous agents. IEEE Trans. Automat. Contr. 2024, 1-6. https://doi.org/10.1109/TAC.2024.3360335
Parvizi, S.; Montazeri, M.; Kebriaei, H. Contract-based demand response mechanism for commercial and industrial customers. IEEE Trans. Autom. Sci. Eng. 2024. https://doi.org/10.1109/TASE.2024.3389999
Romano, E.; Mutschler, R.; Hollmuller, P.; Sulzer, M.; Orehounig, K.; Rüdisüli, M. Spatial carbon and price spillovers among EU countries on their pathway toward net-zero electricity supply. Energy Econ. 2024, 131, 107349 (23 pp.). https://doi.org/10.1016/j.eneco.2024.107349
Wen, Y.; Guo, Y.; Hu, Z.; Hug, G. Multiple joint chance constraints approximation for uncertainty modeling in dispatch problems. IEEE Trans. Power Syst. 2024. https://doi.org/10.1109/TPWRS.2024.3415652
Wen, Y.; Guo, Y.; Hu, Z.; Hug, G. Stochastic modeling for the aggregated flexibility of distributed energy resources. Electr. Power Syst. Res. 2024, 234, 110628 (7 pp.). https://doi.org/10.1016/j.epsr.2024.110628
Xu, W.; Svetozarevic, B.; Di Natale, L.; Heer, P.; Jones, C. N. Data-driven adaptive building thermal controller tuning with constraints: a primal–dual contextual Bayesian optimization approach. Appl. Energy 2024, 358, 122493 (13 pp.). https://doi.org/10.1016/j.apenergy.2023.122493
Xu, W.; Jiang, Y.; Maddalena, E. T.; Jones, C. N. Lower bounds on the noiseless worst-case complexity of efficient global optimization. J. Optim. Theory Appl. 2024, 201, 583-608. https://doi.org/10.1007/s10957-024-02399-1
Xu, W.; Jones, C. N.; Svetozarevic, B.; Laughman, C. R.; Chakrabarty, A. Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints. J. Process Control 2024, 138, 103212 (10 pp.). https://doi.org/10.1016/j.jprocont.2024.103212
Yazdanie, M.; Frimpong, P. B.; Dramani, J. B.; Orehounig, K. Depreciating currency impacts on local-scale energy system planning: the case study of Accra, Ghana. Energy Strat. Rev. 2024, 53, 101362 (13 pp.). https://doi.org/10.1016/j.esr.2024.101362
Yazdanie, M.; Frimpong, P. B.; Dramani, J. B.; Orehounig, K. The impacts of the informal economy, climate migration, and rising temperatures on energy system planning. Energy Rep. 2024, 11, 165-178. https://doi.org/10.1016/j.egyr.2023.11.041
Yin, M.; Cai, H.; Gattiglio, A.; Khayatian, F.; Smith, R. S.; Heer, P. Data-driven predictive control for demand side management: theoretical and experimental results. Appl. Energy 2024, 353, 122101 (12 pp.). https://doi.org/10.1016/j.apenergy.2023.122101