Publications 2021

Bay, M. C.; Heinz, M. V. F.; Danilewsky, A. N.; Battaglia, C.; Vogt, U. F. Analysis of c-lattice parameters to evaluate Na2O loss from and Na2O content in β''-alumina ceramics. Ceram. Int. 2021, 47 (10), 13402-13408. https://doi.org/10.1016/j.ceramint.2021.01.197
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Bünning, F.; Schalbetter, A.; Aboudonia, A.; Hudoba de Badyn, M.; Heer, P.; Lygeros, J. Input Convex Neural Networks for building MPC. In Learning for dynamics and control, presented at the 3rd annual learning for dynamics & control conference, Zürich, Switzerland, June 7-8, 2021; Jadbabaie, A., Lygeros, J., Pappas, G. J., Parrilo, P. A., Recht, B., Tomlin, C. J., Zeilinger, M. N., Eds.; Proceedings of machine learning research; ML Research Press: sine loco, 2021; Vol. 144, pp 251-262.
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Cai, H.; Khayatian, F.; Heer, P. Experiment strategy for evaluating advanced building energy management system. In CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era, presented at the CISBAT 2021, Lausanne, Switzerland, September 8-10, 2021; Scartezzini, J. L., Smith, B., Eds.; Journal of physics: conference series; IOP Publishing: Bristol; Philadelphia, 2021; Vol. 2042, p 012030 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012030
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Cai, H.; Heer, P. Experimental implementation of a context-aware prosumer. In CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era, presented at the CISBAT 2021, Lausanne, Switzerland, September 8-10, 2021; Scartezzini, J. L., Smith, B., Eds.; Journal of physics: conference series; IOP Publishing: Bristol; Philadelphia, 2021; Vol. 2042, p 012068 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012068
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Di Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N. Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies. In CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era, presented at the CISBAT 2021, Lausanne, Switzerland, September 8-10, 2021; Scartezzini, J. L., Smith, B., Eds.; Journal of physics: conference series; IOP Publishing: Bristol; Philadelphia, 2021; Vol. 2042, p 012004 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012004
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Di Natale, L.; Funk, L.; Rüdisüli, M.; Svetozarevic, B.; Pareschi, G.; Heer, P.; Sansavini, G. The potential of vehicle-to-grid to support the energy transition: a case study on Switzerland. Energies 2021, 14 (16), 4812 (24 pp.). https://doi.org/10.3390/en14164812
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Dominguez, C.; Orehounig, K.; Carmeliet, J. Understanding the path towards a clean energy transition and post-electrification patterns of rural households. Energy Sustain. Dev. 2021, 61, 46-64. https://doi.org/10.1016/j.esd.2021.01.002
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Eggimann, S.; Wagner, M.; Ho, Y. N.; Züger, M.; Schneider, U.; Orehounig, K. Geospatial simulation of urban neighbourhood densification potentials. Sustain. Cities Soc. 2021, 72, 103068 (14 pp.). https://doi.org/10.1016/j.scs.2021.103068
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Eggimann, S.; Mutschler, R. Wird Kühlen das neue Heizen? Bulletin SEV/VSE, Fachzeitschrift und Verbandsinformationen von Electrosuisse und VSE, 2021, pp 44-47.
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Eggimann, S.; Lischer, P.; Bolliger, J. «Grau zu grün»: Analyse zum Transformationspotential des Strassenraums in der Stadt Zürich. Projet d'analyse du potentiel de «transformation verte» de l'espace routier en ville de Zurich
 . Nature + Paysage. Natur + Landschaft: Inside, 2021, pp 26-28.
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Fiorentini, M.; Baldini, L. Control-oriented modelling and operational optimization of a borehole thermal energy storage. Appl. Therm. Eng. 2021, 199, 117518 (15 pp.). https://doi.org/10.1016/j.applthermaleng.2021.117518
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Florio, P.; Peronato, G.; Perera, A. T. D.; Di Blasi, A.; Poon, K. H.; Kämpf, J. H. Designing and assessing solar energy neighborhoods from visual impact. Sustain. Cities Soc. 2021, 71, 102959 (13 pp.). https://doi.org/10.1016/j.scs.2021.102959
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Fochesato, M.; Heer, P.; Lygeros, J. Multi-objective optimization of a power-to-hydrogen system for mobility via two-stage stochastic programming. In CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era, presented at the CISBAT 2021, Lausanne, Switzerland, September 8-10, 2021; Scartezzini, J. L., Smith, B., Eds.; Journal of physics: conference series; IOP Publishing: Bristol; Philadelphia, 2021; Vol. 2042, p 012034 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012034
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Fu, Y.; Zhou, T.; Lun, I.; Khayatian, F.; Deng, W.; Su, W. A data-driven approach for window opening predictions in non-air-conditioned buildings. Intell. Build. Int. 2021. https://doi.org/10.1080/17508975.2021.1963651
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Fumey, B.; Baldini, L. Static temperature guideline for comparative testing of sorption heat storage systems for building application. Energies 2021, 14 (13), 3754 (15 pp.). https://doi.org/10.3390/en14133754
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Gasser, J.; Cai, H.; Karagiannopoulos, S.; Heer, P.; Hug, G. Predictive energy management of residential buildings while self-reporting flexibility envelope. Appl. Energy 2021, 288, 116653 (14 pp.). https://doi.org/10.1016/j.apenergy.2021.116653
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Heymann, F.; Duenas, P.; Soares, F. J.; Miranda, V.; Rüdisüli, M. Simulating spatiotemporal energy technology adoption patterns under different policy designs. In 2021 IEEE Madrid PowerTech. Conference proceedings, presented at the 2021 IEEE Madrid PowerTech, Madrid, Spain, June 28 - July 2, 2021; Power tech conference; IEEE: Danvers, MA, 2021; p (6 pp.). https://doi.org/10.1109/PowerTech46648.2021.9494890
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Huber, B.; Felix, B.; Antoon, D.; Heer, P.; Aboudonia, A.; Lygeros, J. Benchmarking of data predictive control in a real-life apartment during heating season. In CISBAT 2021 carbon neutral cities - energy efficiency & renewables in the digital era, presented at the CISBAT 2021, Lausanne, Switzerland, September 8-10, 2021; Scartezzini, J. L., Smith, B., Eds.; Journal of physics: conference series; IOP Publishing: Bristol; Philadelphia, 2021; Vol. 2042, p 012024 (6 pp.). https://doi.org/10.1088/1742-6596/2042/1/012024
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Isaia, F.; Fiorentini, M.; Serra, V.; Capozzoli, A. Enhancing energy efficiency and comfort in buildings through model predictive control for dynamic façades with electrochromic glazing. J. Build. Eng. 2021, 43, 102535 (11 pp.). https://doi.org/10.1016/j.jobe.2021.102535
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Khayatian, F.; Nagy, Z.; Bollinger, A. Using generative adversarial networks to evaluate robustness of reinforcement learning agents against uncertainties. Energy Build. 2021, 251, 111334 (13 pp.). https://doi.org/10.1016/j.enbuild.2021.111334
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Ledo Gomis, L.; Fiorentini, M.; Daly, D. Potential and practical management of hybrid ventilation in buildings. Energy Build. 2021, 231, 110597 (15 pp.). https://doi.org/10.1016/j.enbuild.2020.110597
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Mennel, S.; Sulzer, M.; Yilmaz, S.; Patel, M.; Chambers, J.; Knoeri, C.; Thees, O.; Erni, M.; Walch, A.; Guignard, F.; et al. Handbuch zur Entwicklung erneuerbarer dezentraler Energiesysteme; SCCER FEEB&D; Hochschule Luzern: Dübendorf; Horw, 2021; 59 p.
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Mittelviefhaus, M.; Pareschi, G.; Allan, J.; Georges, G.; Boulouchos, K. Optimal investment and scheduling of residential multi-energy systems including electric mobility: a cost-effective approach to climate change mitigation. Appl. Energy 2021, 301, 117445 (24 pp.). https://doi.org/10.1016/j.apenergy.2021.117445
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Mutschler, R.; Rüdisüli, M.; Heer, P.; Eggimann, S. Benchmarking cooling and heating energy demands considering climate change, population growth and cooling device uptake. Appl. Energy 2021, 288, 116636 (11 pp.). https://doi.org/10.1016/j.apenergy.2021.116636
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Mutschler, R.; Moioli, E. Infrared thermography as an operando tool for the analysis of catalytic processes: How to use it? Catalysts 2021, 11 (3), 311 (21 pp.). https://doi.org/10.3390/catal11030311
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Nik, V. M.; Perera, A. T. D.; Chen, D. Towards climate resilient urban energy systems: a review. NSR 2021, 8 (3), nwaa134 (18 pp.). https://doi.org/10.1093/nsr/nwaa134
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Panos, E.; Kober, T.; Ramachandran, K.; Hirschberg, S.; Bauer, C.; Schildhauer, T.; Streicher, K. N.; Yilmaz, S.; Zuberi, J.; Patel, M.; et al. Transformation of the Swiss energy system for a net-zero greenhouse gas emission society. Results from the joint activity scenarios & modelling; ETH Zurich: Zurich, 2021; 32 p.
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Perera, A. T. D.; Kamalaruban, P. Applications of reinforcement learning in energy systems. Renew. Sustain. Energy Rev. 2021, 137, 110618 (22 pp.). https://doi.org/10.1016/j.rser.2020.110618
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Perera, A. T. D.; Javanroodi, K.; Nik, V. M. Climate resilient interconnected infrastructure: co-optimization of energy systems and urban morphology. Appl. Energy 2021, 285, 116430 (17 pp.). https://doi.org/10.1016/j.apenergy.2020.116430
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Perera, A. T. D.; Wang, Z.; Nik, V. M.; Scartezzini, J. L. Towards realization of an energy internet: designing distributed energy systems using game-theoretic approach. Appl. Energy 2021, 283, 116349 (12 pp.). https://doi.org/10.1016/j.apenergy.2020.116349
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Sulzer, M.; Werner, S.; Mennel, S.; Wetter, M. Vocabulary for the fourth generation of district heating and cooling. Smart energy 2021, 1, 100003 (10 pp.). https://doi.org/10.1016/j.segy.2021.100003
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Sulzer, M.; Orehounig, K.; Bollinger, A. Wegweiser aus dem Energie-Trilemma. Bulletin SEV/VSE, Fachzeitschrift und Verbandsinformationen von Electrosuisse und VSE, 2021, pp 2-6.
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Svetozarevic, B.; Baumann, C.; Muntwiler, S.; Di Natale, L.; Zeilinger, M. N.; Heer, P. Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments. Appl. Energy 2021. https://doi.org/10.1016/j.apenergy.2021.118127
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Thrampoulidis, E.; Mavromatidis, G.; Lucchi, A.; Orehounig, K. A machine learning-based surrogate model to approximate optimal building retrofit solutions. Appl. Energy 2021, 281, 116024 (20 pp.). https://doi.org/10.1016/j.apenergy.2020.116024
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Wang, D.; Li, X.; Marquant, J.; Carmeliet, J.; Orehounig, K. Advancing the thermal network representation for the optimal design of distributed multi-energy systems. Front. Energy Res. 2021, 9, 668124 (23 pp.). https://doi.org/10.3389/fenrg.2021.668124
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Wang, D.; Carmeliet, J.; Orehounig, K. Design and assessment of district heating systems with solar thermal prosumers and thermal storage. Energies 2021, 14 (4), 1184 (27 pp.). https://doi.org/10.3390/en14041184
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Yazdanie, M.; Orehounig, K. Advancing urban energy system planning and modeling approaches: gaps and solutions in perspective. Renew. Sustain. Energy Rev. 2021, 137, 110607 (16 pp.). https://doi.org/10.1016/j.rser.2020.110607
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