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P

Philipp Heer

urban energy systems laboratory

17H-index
131Paper Count
1.3KCitation Count
Published Papers 28
Publication Date
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Uncertainty-Aware Flexibility of HVAC Systems in Buildings: From Quantification to Provision
errIEEE Transactions on Smart Grid
IF9.8
err2025-10-06
err0
PREAI
errJulie Rousseau; Hanmin Cai; Philipp Heer; Kristina Orehounig; Gabriela Hug
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errSave
Price-responsive control using deep reinforcement learning for heating systems: Simulation and living lab experiment
errEnergy
IF9.4
err2025-09-19
err0
errOAAI
errReza Mokhtari; Mina Montazeri; Hanmin Cai; Philipp Heer; Rongling Li
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errSave
Sector-coupled vehicle-to-everything operation of EV fleets for demand-side flexibility provision
errEnergy
IF9.4
err2025-09-19
err0
PREAI
errFederica Bellizio; Yi Guo; Philipp Heer
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errSave
Fully data-driven and modular building thermal control with physically consistent modeling
errAPPLIED ENERGY
IF11
err2025-07-01
err0
errOAAI
errMontazeri, Mina; Remlinger, Carl; Haro, Benjamin Bejar; Heer, Philipp
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errSave
SIMBa: System Identification Methods Leveraging Backpropagation
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2025-03-01
err0
errOAAI
errNatale, Loris Di; Zakwan, Muhammad; Heer, Philipp; Ferrari-Trecate, Giancarlo; Jones, Colin Neil
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errSave
Optimal sizing and operation of hydrogen generation sites accounting for waste heat recovery
errAPPLIED ENERGY
IF11
err2025-02-01
err0
errOAAI
errVandenberghe, Roxanne; Humbert, Gabriele; Cai, Hanmin; Koirala, Binod Prasad; Sansavini, Giovanni; Heer, Philipp
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errSave
Introducing price feedback of local flexibility markets into distribution network planning
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-11-01
err0
errOAAI
errLustenberger, Michael; Bellizio, Federica; Cai, Hanmin; Heer, Philipp; Ziras, Charalampos
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Experimental implementation of an emission-aware prosumer with online flexibility quantification and provision
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2024-09-01
err3
errOAAI
errCai, Hanmin; Heer, Philipp
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errSave
Distributed multi-horizon model predictive control for network of energy hubs
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-06-01
err3
errOAAI
errBehrunani, Varsha N.; Cai, Hanmin; Heer, Philipp; Smith, Roy S.; Lygeros, John
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errSave
Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach
errAPPLIED ENERGY
IF11
err2024-03-01
err1
errOAAI
errXu, Wenjie; Svetozarevic, Bratislav; Di Natale, Loris; Heer, Philipp; Jones, Colin N.
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errSave
Model Predictive Control in buildings with thermal and visual comfort constraints
errENERGY AND BUILDINGS
IF7.1
err2024-03-01
err4
errOAAI
errKhosravi, Mohammad; Huber, Benjamin; Decoussemaeker, Antoon; Heer, Philipp; Smith, Roy S.
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errSave
Data-driven predictive control for demand side management: Theoretical and results
errAPPLIED ENERGY
IF11
err2024-01-01
err4
errOAAI
errYin, Mingzhou; Cai, Hanmin; Gattiglio, Andrea; Khayatian, Fazel; Smith, Roy S.; Heer, Philipp
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errSave
Optimal sizing and operation of seasonal ice thermal storage systems
errENERGY AND BUILDINGS
IF7.1
err2023-12-01
err10
errOAAI
errVivian, Jacopo; Heer, Philipp; Fiorentini, Massimo
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errSave
Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models
errAPPLIED ENERGY
IF11
err2023-06-01
err13
errOAAI
errDi Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.
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errSave
Increasing electrical reserve provision in districts by exploiting energy flexibility of buildings with robust model predictive control
errADVANCES IN APPLIED ENERGY
IF13.8
err2023-06-01
err11
errOAAI
errBuenning, Felix; Heer, Philipp; Smith, Roy S.; Lygeros, John
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errSave
Impact of forecast uncertainty and electricity markets on the flexibility provision and economic performance of highly-decarbonized multi-energy systems
errAPPLIED ENERGY
IF11
err2023-05-01
err11
errOAAI
errSrinivasan, Arvind; Wu, Raphael; Heer, Philipp; Sansavini, Giovanni
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errSave
Design optimization of a district heating and cooling system with a borehole seasonal thermal energy storage
errENERGY
IF9.4
err2023-01-01
err27
errOAAI
errFiorentini, Massimo; Heer, Philipp; Baldini, Luca
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errSave
Physically Consistent Neural Networks for building thermal modeling: Theory and analysis
errAPPLIED ENERGY
IF11
err2022-11-01
err48
errOAAI
errDi Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.
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errSave
Calculating the heat loss coefficients for performance modelling of seasonal ice thermal storage
errJOURNAL OF ENERGY STORAGE
IF9.8
err2022-08-01
err9
errOAAI
errAllan, James; Croce, Luca; Dott, Ralf; Georges, Gil; Heer, Philipp
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errSave
Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps
errCONTROL ENGINEERING PRACTICE
IF4.6
err2022-05-01
err22
errOAAI
errBunning, Felix; Warrington, Joseph; Heer, Philipp; Smith, Roy S.; Lygeros, John
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
John Lygeros
H-index: 76 · Papers: 946
C
Colin N. Jones
H-index: 50 · Papers: 431
G
Gabriela Hug
H-index: 47 · Papers: 425
G
Giancarlo Ferrari‐Trecate
H-index: 43 · Papers: 336
M
Melanie N. Zeilinger
H-index: 37 · Papers: 314
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