受强制性开放获取政策约束的文章 - Philipp Heer了解详情
无法在其他位置公开访问的文章：1 篇
Uncertainty-Aware Energy Flexibility Quantification of a Residential Building
J Rousseau, H Cai, P Heer, K Orehounig, G Hug
2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-6, 2023
强制性开放获取政策： Swiss National Science Foundation
可在其他位置公开访问的文章：26 篇
Physically Consistent Neural Networks for building thermal modeling: theory and analysis
L Di Natale, B Svetozarevic, P Heer, J Colin N.
arXiv, 2021
强制性开放获取政策： Swiss National Science Foundation
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
强制性开放获取政策： Swiss National Science Foundation
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
强制性开放获取政策： Swiss National Science Foundation
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
强制性开放获取政策： Swiss National Science Foundation
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
强制性开放获取政策： Swiss National Science Foundation
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
强制性开放获取政策： Swiss National Science Foundation
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
强制性开放获取政策： Swiss National Science Foundation
Data-driven predictive control for demand side management: Theoretical and experimental results
M Yin, H Cai, A Gattiglio, F Khayatian, RS Smith, P Heer
Applied Energy 353, 122101, 2024
强制性开放获取政策： Swiss National Science Foundation
Optimal sizing and operation of seasonal ice thermal storage systems
J Vivian, P Heer, M Fiorentini
Energy and Buildings 300, 113633, 2023
强制性开放获取政策： Swiss National Science Foundation
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
W Xu, B Svetozarevic, L Di Natale, P Heer, CN Jones
Applied Energy 358, 122493, 2024
强制性开放获取政策： Swiss National Science Foundation
Near-optimal deep reinforcement learning policies from data for zone temperature control
L Di Natale, B Svetozarevic, P Heer, CN Jones
2022 IEEE 17th International Conference on Control & Automation (ICCA), 698-703, 2022
强制性开放获取政策： US National Science Foundation, Swiss National Science Foundation
Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies
L Di Natale, B Svetozarevic, P Heer, CN Jones
Journal of Physics: Conference Series 2042 (1), 012004, 2021
强制性开放获取政策： Swiss National Science Foundation
Stable linear subspace identification: A machine learning approach
L Di Natale, M Zakwan, B Svetozarevic, P Heer, G Ferrari-Trecate, ...
2024 European Control Conference (ECC), 3539-3544, 2024
强制性开放获取政策： Swiss National Science Foundation
Model Predictive Control in buildings with thermal and visual comfort constraints
M Khosravi, B Huber, A Decoussemaeker, P Heer, RS Smith
Energy and Buildings 306, 113831, 2024
强制性开放获取政策： Swiss National Science Foundation
Distributed multi-horizon model predictive control for network of energy hubs
VN Behrunani, H Cai, P Heer, RS Smith, J Lygeros
Control Engineering Practice 147, 105922, 2024
强制性开放获取政策： Swiss National Science Foundation
CONFIG: Constrained efficient global optimization for closed-loop control system optimization with unmodeled constraints
W Xu, Y Jiang, B Svetozarevic, P Heer, CN Jones
IFAC-PapersOnLine 56 (2), 513-518, 2023
强制性开放获取政策： Swiss National Science Foundation
Designing fairness in autonomous peer-to-peer energy trading
VN Behrunani, A Irvine, G Belgioioso, P Heer, J Lygeros, F Dörfler
IFAC-PapersOnLine 56 (2), 3751-3756, 2023
强制性开放获取政策： Swiss National Science Foundation
Stochastic MPC for energy hubs using data driven demand forecasting
F Micheli, V Behrunani, J Mehr, P Heer, J Lygeros
IFAC-PapersOnLine 56 (2), 11026-11031, 2023
强制性开放获取政策： Swiss National Science Foundation
Design and optimal integration of seasonal borehole thermal energy storage in district heating and cooling networks
M Fiorentini, J Vivian, P Heer, L Baldini
14th RHEVA HVAC World Congress, Rotterdam, The Netherlands, 22-25 May 2022, 2022
强制性开放获取政策： Swiss National Science Foundation
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