Philipp Heer
Philipp Heer
Verified email at empa.ch - Homepage
Title
Cited by
Cited by
Year
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
362020
Improved day ahead heating demand forecasting by online correction methods
F Bünning, P Heer, RS Smith, J Lygeros
Energy and Buildings 211, 109821, 2020
172020
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
132019
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
132017
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
72017
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
62021
Machine learning-based modeling and controller tuning of a heat pump
M Khosravi, N Schmid, A Eichler, P Heer, RS Smith
Journal of Physics: Conference Series 1343 (1), 012065, 2019
62019
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
52021
Framework for vision-based power line inspection with an UAV
P Heer
Tech. Rep., 2012
52012
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
32021
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
22020
Machine learning and robust MPC for frequency regulation with heat pumps
F Bünning, J Warrington, P Heer, RS Smith, J Lygeros
arXiv preprint arXiv:2009.06920, 2020
12020
Sensitivity analysis of data-driven building energy demand forecasts
F Bünning, P Heer, RS Smith, J Lygeros
Journal of Physics: Conference Series 1343 (1), 012062, 2019
12019
Stochastic MPC for a medium-term optimization
P Heer
PSL1220, EEH-Power Systems Laboratory ETH Zürich, Switzerland 2012, 2012
1*2012
Data-driven MIMO control of room temperature and bidirectional EV charging using deep reinforcement learning: simulation and experiments
B Svetozarevic, C Baumann, S Muntwiler, L Di Natale, P Heer, M Zeilinger
arXiv preprint arXiv:2103.01886, 2021
2021
Benchmarking of data predictive control in a real-life apartment during heating season
B Huber, F Bünning, A Decoussemaeker, P Heer, A Aboudonia, J Lygeros
engrXiv, 2021
2021
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
2021
Temporal Resolution of Measurements and the Effects on Calibrating Building Energy Models
F Khayatian, A Bollinger, P Heer
arXiv preprint arxiv.org/abs/2011.08974, 2020
2020
ReMaP: Forschungsplattform für Multienergiesysteme
A Boulouchos, Konstantinos Brenzikofer, Alain Demiray, Turhan von Euw ...
Aqua & Gas 100 (9), 14-21, 2020
2020
Characterization of heat-pump, PV and battery demonstrator technologies using a coherent energy assessment
J Allan, G Georges, P Heer, D Budiman, L Croce
Journal of Physics: Conference Series 1343 (1), 012105, 2019
2019
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Articles 1–20