| Experimental demonstration of data predictive control for energy optimization and thermal comfort in buildings F Bünning, B Huber, P Heer, A Aboudonia, J Lygeros Energy and Buildings 211, 109792, 2020 | 107 | 2020 |
| Benchmarking cooling and heating energy demands considering climate change, population growth and cooling device uptake R Mutschler, M Rüdisüli, P Heer, S Eggimann Applied Energy 288, 116636, 2021 | 73 | 2021 |
| Physically Consistent Neural Networks for building thermal modeling: theory and analysis L Di Natale, B Svetozarevic, P Heer, J Colin N. arXiv, 2021 | 57 | 2021 |
| Predictive energy management of residential buildings while self-reporting flexibility envelope J Gasser, H Cai, S Karagiannopoulos, P Heer, G Hug Applied Energy 288, 116653, 2021 | 52 | 2021 |
| Improved day ahead heating demand forecasting by online correction methods F Bünning, P Heer, RS Smith, J Lygeros Energy and Buildings 211, 109821, 2020 | 48 | 2020 |
| Input convex neural networks for building MPC F Bünning, A Schalbetter, A Aboudonia, MH de Badyn, P Heer, J Lygeros Learning for Dynamics and Control, 251-262, 2021 | 47 | 2021 |
| Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC F Bünning, B Huber, A Schalbetter, A Aboudonia, MH de Badyn, P Heer, ... Applied Energy 310, 118491, 2022 | 43 | 2022 |
| Controller tuning by Bayesian optimization an application to a heat pump M Khosravi, A Eichler, N Schmid, RS Smith, P Heer 2019 18th European Control Conference (ECC), 1467-1472, 2019 | 35 | 2019 |
| NEST-A platform for the acceleration of innovation in buildings P Richner, P Heer, R Largo, E Marchesi, M Zimmermann Informes de la Construcción 69 (548), e222, 2017 | 32 | 2017 |
| Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: Simulations and experiments B Svetozarevic, C Baumann, S Muntwiler, L Di Natale, MN Zeilinger, ... Applied Energy 307, 118127, 2022 | 29 | 2022 |
| Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps F Bünning, J Warrington, P Heer, RS Smith, J Lygeros Control Engineering Practice 122, 105101, 2022 | 19 | 2022 |
| NEST–una plataforma para acelerar la innovación en edificios P Richner, P Heer, R Largo, E Marchesi, M Zimmermann Informes de la Construcción 69 (548), e222-e222, 2017 | 18 | 2017 |
| The potential of vehicle-to-grid to support the energy transition: A case study on Switzerland L Di Natale, L Funk, M Rüdisüli, B Svetozarevic, G Pareschi, P Heer, ... Energies 14 (16), 4812, 2021 | 16 | 2021 |
| Design optimization of a district heating and cooling system with a borehole seasonal thermal energy storage M Fiorentini, P Heer, L Baldini Energy 262, 125464, 2023 | 15 | 2023 |
| Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models L Di Natale, B Svetozarevic, P Heer, CN Jones Applied Energy 340, 121071, 2023 | 10 | 2023 |
| Experimental implementation of an emission-aware prosumer with online flexibility quantification and provision H Cai, P Heer arXiv preprint arXiv:2110.12831, 2021 | 10 | 2021 |
| Frequency regulation with heat pumps using robust MPC with affine policies F Bünning, J Warrington, P Heer, RS Smith, J Lygeros IFAC-PapersOnLine 53 (2), 13210-13215, 2020 | 10 | 2020 |
| Physically consistent neural ODEs for learning multi-physics systems M Zakwan, L Di Natale, B Svetozarevic, P Heer, CN Jones, GF Trecate IFAC-PapersOnLine 56 (2), 5855-5860, 2023 | 9 | 2023 |
| Calculating the heat loss coefficients for performance modelling of seasonal ice thermal storage J Allan, L Croce, R Dott, G Georges, P Heer Journal of Energy Storage 52, 104528, 2022 | 9 | 2022 |
| Impact of forecast uncertainty and electricity markets on the flexibility provision and economic performance of highly-decarbonized multi-energy systems A Srinivasan, R Wu, P Heer, G Sansavini Applied Energy 338, 120825, 2023 | 7 | 2023 |
John LygerosProf. of Computation and Control, ETH ZurichBestätigte E-Mail-Adresse bei ethz.ch
