Takip et
Felix Bünning
Felix Bünning
Diğer adlarFelix Bunning, Felix Buenning
Co-Founder at viboo, ex Postdoc and PhD at Empa and Automatic Control Lab of ETH Zurich
viboo.io üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
1852018
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
1072020
Improved day ahead heating demand forecasting by online correction methods
F Bünning, P Heer, RS Smith, J Lygeros
Energy and Buildings, 109821, 2020
482020
A Modelica library for the agent-based control of building energy systems
F Bünning, R Sangi, D Müller
Applied energy 193, 52-59, 2017
482017
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
472021
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
452022
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
272022
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
102020
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
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