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Felix Bünning
Felix Bünning
Other namesFelix Bunning, Felix Buenning
Co-Founder at viboo, ex Postdoc and PhD at Empa and Automatic Control Lab of ETH Zurich
Verified email at viboo.io
Title
Cited by
Cited by
Year
Bidirectional low temperature district energy systems with agent-based control: Performance comparison and operation optimization
F Bünning, M Wetter, M Fuchs, D Müller
Applied Energy 209, 502-515, 2018
1902018
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
1112020
Improved day ahead heating demand forecasting by online correction methods
F Bünning, P Heer, RS Smith, J Lygeros
Energy and Buildings, 109821, 2020
512020
Input Convex Neural Networks for Building MPC
F Bünning, A Schalbetter, A Aboudonia, MH de Badyn, P Heer, J Lygeros
Proceedings of the 3rd Conference on Learning for Dynamics and Control, PMLR …, 2021
502021
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
492022
A Modelica library for the agent-based control of building energy systems
F Bünning, R Sangi, D Müller
Applied energy 193, 52-59, 2017
492017
Distributed model predictive control of buildings and energy hubs
N Lefebure, M Khosravi, MH de Badyn, F Bünning, J Lygeros, C Jones, ...
Energy and Buildings 259, 111806, 2022
302022
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
24*2022
A platform for the agent-based control of HVAC systems
R Sangi, F Bünning, J Fütterer, D Müller
202017
Towards a DESTEST: a District Energy Simulation Test Developed in IBPSA Project 1
D Saelens, I De Jaeger, F Bünning, M Mans, A Vandermeulen, ...
Proceedings of the 16th IBPSA Conference, 2019
162019
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
112020
Increasing electrical reserve provision in districts by exploiting energy flexibility of buildings with robust model predictive control
F Bünning, P Heer, RS Smith, J Lygeros
Advances in Applied Energy 10, 100130, 2023
62023
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
52019
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
Journal of Physics: Conference Series 2042 (1), 012024, 2021
42021
Comparing Machine Learning based Methods to standard Regression Methods for MPC on a virtual Testbed
F Bünning, C Pfister, A Aboudonia, P Heer, J Lygeros
Building Simulation Conference 2021, 30346, 2021
42021
Marrying Machine Learning and Model Predictive Control for efficient Building Energy Management
F Bünning
ETH Zurich, 2021
22021
Empirical validation of a data-driven heating demand simulation with error correction methods
F Bünning, A Bollinger, P Heer, RS Smith, J Lygeros
Proceedings of the 16th IBPSA Conference, 2019
12019
Comprehensive energy demand and usage data for building automation
P Heer, C Derungs, B Huber, F Bünning, R Fricker, S Stoller, B Niesen
Scientific Data 11 (1), 469, 2024
2024
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