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Aachen authors

Patent citations

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Aachen papers per year

Papers 53

Evaluation of advanced control strategies for building energy systems
2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Laura Maier, Alexander Kümpel, Dirk Müller

127

citations
Personalized ceiling fans: Effects of air motion, air direction and personal control on thermal comfort
2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Romina Rissetto, Marcel Schweiker, Andreas Wagner

73

citations
Real-life data-driven model predictive control for building energy systems comparing different machine learning models
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

71

citations
Application of two promising Reinforcement Learning algorithms for load shifting in a cooling supply system
2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Thomas Schreiber, Sören Eschweiler, Marc Baranski, Dirk Müller

66

citations
Quantifying Demand Balancing in Bidirectional Low Temperature Networks
2020 Energy and Buildings article Engineering Integrated Energy Systems Optimization

Marco Wirtz, Lukas Kivilip, Peter Remmen, Dirk Müller

65

citations
Nonlinear Distributed Model Predictive Control for multi-zone building energy systems
2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Maximilian Mork, André Xhonneux, Dirk Müller

45

citations
MILP design optimization of heat pump systems in German residential buildings
2021 Energy and Buildings article Engineering Integrated Energy Systems Optimization

Hannah Krützfeldt, Christian Vering, Philipp Mehrfeld, Dirk Müller

45

citations
Urban energy simulations using open CityGML models: A comparative analysis
2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Avichal Malhotra, Maxim Shamovich, Jérôme Frisch, Christoph van Treeck

43

citations
Influence of data acquisition on the Bayesian calibration of urban building energy models
2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Stanley Risch, Peter Remmen, Dirk Müller

41

citations
Towards maximum efficiency in heat pump operation: Self-optimizing defrost initiation control using deep reinforcement learning
2023 Energy and Buildings article Engineering Refrigeration and Air Conditioning Technologies

Jonas Klingebiel, Moritz Salamon, Valerius Venzik, Christian Vering, Dirk Müller

39

citations
The role of hydrogen in German residential buildings
2022 Energy and Buildings article Energy Hybrid Renewable Energy Systems

Kevin Knosala, Lukas Langenberg, Noah Pflugradt, Peter Stenzel, Leander Kotzur, Detlef Stolten

36

citations
Multi-period design optimization for a 5th generation district heating and cooling network
2023 Energy and Buildings article Engineering Integrated Energy Systems Optimization Open access

Marco Wirtz, Miguel Heleno, Hannah Romberg, Dirk Müller

33

citations
Impact of temporal resolution on the design and reliability of residential energy systems
2024 Energy and Buildings article Engineering Integrated Energy Systems Optimization Open access

Olalekan Omoyele, Silvana Matrone, Maximilian Hoffmann, Emanuèle Ogliari, Jann Michael Weinand, Sonia Leva, +1 more

33

citations
A fuzzy theory-based machine learning method for workdays and weekends short-term load forecasting
2021 Energy and Buildings article Engineering Energy Load and Power Forecasting Open access

Chen Li

32

citations
Day-ahead prediction of plug-in loads using a long short-term memory neural network
2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization cited by 2 patents

Romana Markovic, Elie Azar, Masab Khalid Annaqeeb, Jérôme Frisch, Christoph van Treeck

27

citations
Nonlinear Hybrid Model Predictive Control for building energy systems
2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Maximilian Mork, Nick Materzok, André Xhonneux, Dirk Müller

23

citations
Simulation-based design optimization of heat pump systems considering building variations
2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Christian Vering, Abdussamed Tanrikulu, Philipp Mehrfeld, Dirk Müller

22

citations
Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system
2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization

Thomas Schreiber, Christoph Netsch, Marc Baranski, Dirk Müller

22

citations
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck

20

citations
Exploratory comparison of control algorithms and machine learning as regulators for a personalized climatization system
2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization cited by 1 patent

Henning Metzmacher, Marc Syndicus, Alexander Warthmann, Christoph van Treeck

19

citations

Most active Aachen authors

Dirk Müller 10,249 citations overall
24 papers
Christoph van Treeck 2,505 citations overall
5 papers
Jérôme Frisch 1,664 citations overall
5 papers
Philipp Mehrfeld 283 citations overall
5 papers
Marcel Schweiker 5,931 citations overall
4 papers
Christian Vering 499 citations overall
4 papers
Detlef Stolten 32,860 citations overall
3 papers
Phillip Stoffel 403 citations overall
3 papers
Martin Rätz 223 citations overall
3 papers
Jonas Klingebiel 135 citations overall
3 papers
Lukas Anselm Wille 18 citations overall
3 papers
Reinhard Madlener 19,235 citations overall
2 papers
Thomas Schreiber 15,987 citations overall
2 papers
Bernhard Hoffschmidt 2,625 citations overall
2 papers
Michael Leuchner 2,538 citations overall
2 papers

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Aachen papers per year

Papers 53

Most active Aachen authors

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