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P
Philipp Heer
urban energy systems laboratory
17
H指数
131
论文数
1.3K
被引数
0
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28
发表时间
发表时间
IF
被引数
Uncertainty-Aware Flexibility of HVAC Systems in Buildings: From Quantification to Provision
建筑中暖通空调系统的感知不确定性灵活性:从量化到供应
IEEE Transactions on Smart Grid
IF
9.8
2025-10-06
0
PRE
AI
Julie Rousseau; Hanmin Cai; Philipp Heer; Kristina Orehounig; Gabriela Hug
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Price-responsive control using deep reinforcement learning for heating systems: Simulation and living lab experiment
基于深度强化学习的响应式供暖系统控制:模拟与生活实验室实验
Energy
IF
9.4
2025-09-19
0
OA
AI
Reza Mokhtari; Mina Montazeri; Hanmin Cai; Philipp Heer; Rongling Li
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Sector-coupled vehicle-to-everything operation of EV fleets for demand-side flexibility provision
车联网车队在需求侧灵活性提供中的跨行业车辆到一切运行
Energy
IF
9.4
2025-09-19
0
PRE
AI
Federica Bellizio; Yi Guo; Philipp Heer
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Fully data-driven and modular building thermal control with physically consistent modeling
完全数据驱动的模块化建筑热控制,具有物理一致性建模
APPLIED ENERGY
IF
11
2025-07-01
0
OA
AI
Montazeri, Mina; Remlinger, Carl; Haro, Benjamin Bejar; Heer, Philipp
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SIMBa: System Identification Methods Leveraging Backpropagation
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF
3.9
2025-03-01
0
OA
AI
Natale, Loris Di; Zakwan, Muhammad; Heer, Philipp; Ferrari-Trecate, Giancarlo; Jones, Colin Neil
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Optimal sizing and operation of hydrogen generation sites accounting for waste heat recovery
考虑余热回收的制氢场所的优化规模和运行
APPLIED ENERGY
IF
11
2025-02-01
0
OA
AI
Vandenberghe, Roxanne; Humbert, Gabriele; Cai, Hanmin; Koirala, Binod Prasad; Sansavini, Giovanni; Heer, Philipp
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Introducing price feedback of local flexibility markets into distribution network planning
ELECTRIC POWER SYSTEMS RESEARCH
IF
4.2
2024-11-01
0
OA
AI
Lustenberger, 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
SUSTAINABLE CITIES AND SOCIETY
IF
12
2024-09-01
3
OA
AI
Cai, Hanmin; Heer, Philipp
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Distributed multi-horizon model predictive control for network of energy hubs
能源枢纽网络的分布式多水平模型预测控制
CONTROL ENGINEERING PRACTICE
IF
4.6
2024-06-01
3
OA
AI
Behrunani, Varsha N.; Cai, Hanmin; Heer, Philipp; Smith, Roy S.; Lygeros, John
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Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach
APPLIED ENERGY
IF
11
2024-03-01
1
OA
AI
Xu, Wenjie; Svetozarevic, Bratislav; Di Natale, Loris; Heer, Philipp; Jones, Colin N.
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Model Predictive Control in buildings with thermal and visual comfort constraints
具有热和视觉舒适度约束的建筑物中的模型预测控制
ENERGY AND BUILDINGS
IF
7.1
2024-03-01
4
OA
AI
Khosravi, Mohammad; Huber, Benjamin; Decoussemaeker, Antoon; Heer, Philipp; Smith, Roy S.
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Data-driven predictive control for demand side management: Theoretical and results
APPLIED ENERGY
IF
11
2024-01-01
4
OA
AI
Yin, Mingzhou; Cai, Hanmin; Gattiglio, Andrea; Khayatian, Fazel; Smith, Roy S.; Heer, Philipp
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Optimal sizing and operation of seasonal ice thermal storage systems
季节性冰蓄冷系统的优化尺寸和运行
ENERGY AND BUILDINGS
IF
7.1
2023-12-01
10
OA
AI
Vivian, Jacopo; Heer, Philipp; Fiorentini, Massimo
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Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models
迈向可扩展的物理一致性神经网络: 在数据驱动的多区域热建筑模型中的应用
APPLIED ENERGY
IF
11
2023-06-01
13
OA
AI
Di Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.
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Increasing electrical reserve provision in districts by exploiting energy flexibility of buildings with robust model predictive control
ADVANCES IN APPLIED ENERGY
IF
13.8
2023-06-01
11
OA
AI
Buenning, Felix; Heer, Philipp; Smith, Roy S.; Lygeros, John
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Impact of forecast uncertainty and electricity markets on the flexibility provision and economic performance of highly-decarbonized multi-energy systems
APPLIED ENERGY
IF
11
2023-05-01
11
OA
AI
Srinivasan, Arvind; Wu, Raphael; Heer, Philipp; Sansavini, Giovanni
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Design optimization of a district heating and cooling system with a borehole seasonal thermal energy storage
具有钻孔季节性热能存储的区域供热和冷却系统的设计优化
ENERGY
IF
9.4
2023-01-01
27
OA
AI
Fiorentini, Massimo; Heer, Philipp; Baldini, Luca
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Physically Consistent Neural Networks for building thermal modeling: Theory and analysis
APPLIED ENERGY
IF
11
2022-11-01
48
OA
AI
Di Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.
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Calculating the heat loss coefficients for performance modelling of seasonal ice thermal storage
JOURNAL OF ENERGY STORAGE
IF
9.8
2022-08-01
9
OA
AI
Allan, James; Croce, Luca; Dott, Ralf; Georges, Gil; Heer, Philipp
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Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps
CONTROL ENGINEERING PRACTICE
IF
4.6
2022-05-01
22
OA
AI
Bunning, Felix; Warrington, Joseph; Heer, Philipp; Smith, Roy S.; Lygeros, John
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研究方向
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合作学者
合作期刊
J
John Lygeros
H 指数: 76 · 论文数: 947
C
Colin N. Jones
H 指数: 50 · 论文数: 431
G
Gabriela Hug
H 指数: 47 · 论文数: 426
G
Giancarlo Ferrari‐Trecate
H 指数: 43 · 论文数: 338
M
Melanie N. Zeilinger
H 指数: 37 · 论文数: 316
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