[Preprint]
Graph-based research field analysis by the use of natural language processing: An overview of German energy research, 2022
[DOI: 10.18154/RWTH-2022-11105]

Richarz, Jan (Corresponding author)
Wegewitz, Stephan
Henn, Sarah
Müller, Dirk

[Beitrag zu einem Tagungsband]
Adaptive and Dynamic Façade Modules for Serial Energy-Retrofit of Residential and Office Buildings Using Active and Passive Building Components
In: [PLEA - Sustainable Architecture and Urban Design, PLEA, 2022-11-21 - 2022-11-23, Santiago de Chile, Chile], 2022

Fuchs, Nico Yannik
Mohtashami, Negar
Hering, Dominik
Streblow, Rita
Müller, Dirk

[Bericht]
Sanierung des GebäudebestandsWärmepumpenausbau & modulare Sanierung, 2022

Zhang, Yizhuo
Fuchs, Nico Yannik
Richarz, Jan
Kaiser, Jan
Erhorn-Kluttig, Heike
et al.

[Fachzeitschriftenartikel]
Framework for the automated identification of possible district heating separations to utilise present heat sources based on existing network topology
In: Energies : open-access journal of related scientific research, 15 (21), 8290, 2022
[DOI: 10.3390/en15218290]

Stock, Jan (Corresponding author)
Xhonneux, André
Müller, Dirk

[Fachzeitschriftenartikel]
Potenziale vorausdenken: Langfristige strategische Modernisierungsplanung (Teil 2)
In: Gebäude-Energie-Berater, 10, 46-50, 2022

Richarz, Jan
Hering, Dominik
Müller, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Acoustic measurements and psychoacoustic analyses of ventilation diffusers
In: inter.noise 2022 : 21-24 August Scottish Event Campus, Glasgow : proceedings, 8 Seiten, 2022

Stürenburg, Lara (Corresponding author)
Ostmann, Philipp (Corresponding author)
Aspöck, Lukas
Müller, Dirk
Fels, Janina

[Beitrag zu einem Tagungsband]
Optimizing Mixture Composition in Alternative Flow Sheets in Residential Heat Pumps
In: [35th International Conference on Efficiency, Cost, Optimiziation, Simulation and Environmental Impact of Energy Systems, ECOS, 2022-07-03 - 2022-07-07, Copenhagen, Denmark], 2022

Höges, Christoph (Corresponding author)
Venzik, Valerius
Vering, Christian
Müller, Dirk

[Konferenzbeitrag]
Bewertung von Hochtemperaturwärmepumpen zur Erzeugung von Prozessdampf
In: Deutsche Kälte- und Klimatagung 2022 Magdeburg 2022-11-16 - 2022-11-18, 2022

Höges, Christoph (Corresponding author)
Vering, Christian
Müller, Dirk

[Beitrag zu einem Tagungsband]
Experimental Investigation of Rule-Based Control Strategies for Hybrid Heat Pump Systems Using the Smart Grid Ready Interface
In: Proceedings of ECOS 2022, 2022

Göbel, Stephan Antonius
Vering, Christian
Müller, Dirk

[Beitrag zu einem Tagungsband]
How to calibrate heat pump test stands for load-based testing - towards technology-neutral prescriptions
In: [14th International Conference on Applied Energy, ICAE22, 2022-08-08 - 2022-08-11, Bochum, Germany], 2022

Göbel, Stephan Antonius
Zottl, Andreas
Noack, Ralf
Mock, Daniel
Wachau, André
et al.

[Buchbeitrag, Fachzeitschriftenartikel]
Open-Source Internet of Things Gateways for Building Automation Applications
In: Journal of Sensor and Actuator Networks, 11 (4), 74, 2022
[DOI: 10.3390/jsan11040074]

Schraven, Markus Hans (Corresponding author)
Droste, Kai Andreas
Guarnieri Calò Carducci, Carlo
Müller, Dirk
Monti, Antonello

[Fachzeitschriftenartikel]
Potenziale vorausdenken : Langfristige strategische Modernisierungsplanung (Teil 1)
In: Gebäude-Energie-Berater : GEB, 9, 22-27, 2022

Richarz, Jan
Hering, Dominik
Müller, Dirk

[Buchbeitrag, Fachzeitschriftenartikel]
Integration of Back-Up Heaters in Retrofit Heat Pump Systems : Which to Choose, Where to Place, and How to Control?
In: Energies : open-access journal of related scientific research, technology development and studies in policy and management, 15 (19), 7134, 2022
[DOI: 10.3390/en15197134]

Wüllhorst, Fabian (Corresponding author)
Vering, Christian
Maier, Laura Maria
Müller, Dirk

[Fachzeitschriftenartikel]
Influences of usage intensity and weather on optimal building energy system design with multiple storage options
In: Energy and buildings, 270, 112222, 2022
[DOI: 10.1016/j.enbuild.2022.112222]

Henn, Sarah (Corresponding author)
Richarz, Jan
Maier, Laura Maria
Ying, Xuchao
Osterhage, Tanja
et al.

[Beitrag zu einem Tagungsband]
Development and experimental validation of model-based superheat control strategies for air-to-water heat pumps
In: [15th IIR-Gustav Lorentzen conference on Natural Refrigerants, 2022-06-13 - 2022-06-15, Trondheim, Norway], 2022
[DOI: 10.18462/iir.gl2022.0143]

Göbel, Stephan Antonius
Fiedler, Tobin
Klingebiel, Jonas
Vering, Christian
Müller, Dirk

[Beitrag zu einem Tagungsband]
How to measure and evaluate refrigerant cycles - in a representative, reproducible manner? An experimental case study for water-to-water heat pumps
In: [19th International Refrigeration and Air Conditioning Conference at Purdue, 2022-07-10 - 2022-07-14, Purdue, USA], 2022

Göbel, Stephan Antonius
Vering, Christian
Müller, Dirk
Wachau, André

[Beitrag zu einem Tagungsband]
Development of Pressure Regain Units to Increase Efficiency of Free-Running Radial Fans
In: [International Conference on Fan Noise, Aerodynamics, Applications and Systems, FAN 2022, 2022-06-27 - 2022-06-29, Senlis, France], [1]-9, 2022
[DOI: 10.26083/tuprints-00021688]

Ostmann, Philipp
Petrou, Dimitrios
Kremer, Martin Theodor
Müller, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Review of the assumption of ideal mixed ventilation and estimation of attendances at trade fairs in exhibition halls
In: The 16th ROOMVENT Conference (ROOMVENT 2022) : Xi'an, China, September 16-19, 2022 / A. Li, T. Olofsson and R. Kosonen (eds.), [1]-4, 2022
[DOI: 10.1051/e3sconf/202235601002]

Burgholz, Tobias Maria (Corresponding author)
Derwein, Dennis
Rewitz, Kai
Müller, Dirk

[Fachzeitschriftenartikel]
Assessing mixed-integer-based heat pump modeling approaches for model predictive control applications in buildings
In: Applied energy, 326, 119894, 2022
[DOI: 10.1016/j.apenergy.2022.119894]

Maier, Laura Maria (Corresponding author)
Schönegge, Marius
Henn, Sarah
Hering, Dominik
Müller, Dirk

[Beitrag zu einem Tagungsband]
Robust optimal multi-year modernization roadmaps for typical existing buildings
In: Proceedings of ECOS 2022: The 35th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems / Edited by Ana Blanco-Marigorta, Brian Elmegaard, Enrico Sciubba, Jonas Kjær Jensen, Nasrin Arjomand Kermani, René Kofler, Tingting Zhu, Wiebke Meesenburg, Wiebke Brix Markussen, 12 Seiten, 2022
[DOI: 10.18154/RWTH-2022-09374]

Richarz, Jan (Corresponding author)
Hering, Mark Dominik (Corresponding author)
Müller, Dirk (Corresponding author)

[Konferenzbeitrag]
Analyzing the Influence of Alternative Flow Sheets on Optimal Mixture Composition in Residential Heat Pumps
In: 15. IIR-Gustav Lorentzen conference on Natural Refrigerants Trondheim, 2022
[DOI: 10.13140/RG.2.2.12967.62887]

Höges, Christoph
Venzik, Valerius
Müller, Dirk

[Beitrag zu einem Tagungsband]
Monobloc vs. split-design of heat pumps: fluid selection and thermodynamic analysis
In: [15th IIR-Gustav Lorentzen conference on Natural Refrigerants, GL22, 2022-06-13 - 2022-06-15, Trondheim, Norway], 2022
[DOI: 10.18462/IIR.GL2022.0018]

Höges, Christoph (Corresponding author)
Venzik, Valerius
Müller, Dirk

[Fachzeitschriftenartikel]
Survey of 53 Fifth-Generation District Heating and Cooling (5GDHC) Networks in Germany
In: Energy technology, 2200749, 2200749, 2022
[DOI: 10.1002/ente.202200749]

Wirtz, Marco (Corresponding author)
Schreiber, Thomas Bruno
Müller, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data-Driven Generation of Mixed-Integer Linear Programming Formulations for Model Predictive Control of Hybrid Energy Storage Systems using detailed nonlinear Simulation Models
In: Proceedings : 2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) : April 4-5, 2022, Aachen, Germany, 6 Seiten, 2022
[DOI: 10.1109/OSMSES54027.2022.9769104]

Holtwerth, Alexander (Corresponding author)
Xhonneux, Andre (Corresponding author)
Müller, Dirk (Corresponding author)

[Buch]
Energiewende gestalten durch die Forschung der RWTH Aachen
In: SmartQuart, 2022
[DOI: 10.18154/RWTH-2022-09086]

Beusker, Elisabeth (Editor)
von Wittenhorst Zu Sonsfeld, Lisa
Heinemann, Jana Kristin
Wyrwoll, Marianne
Beusker, Elisabeth
et al.

[Fachzeitschriftenartikel]
Smart harvesting and in-situ application of piezoelectricity in membrane filtration systems
In: Journal of membrane science, 660, 120819, 2022
[DOI: 10.1016/j.memsci.2022.120819]

Rastgar, Masoud (Corresponding author)
Fleck, Joel
Graessner, Robin
Taghipour, Amirhossein
Sadrzadeh, Mohtada (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems
In: 2022 30th Mediterranean Conference on Control and Automation (MED) : [Proceedings], 121-126, 2022
[DOI: 10.1109/MED54222.2022.9837277]

Stoffel, Phillip
Loffler, Charlotte
Eser, Steffen
Kümpel, Alexander
Müller, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Distributed model predictive control of a nonlinear building energy system using consensus ADMM
In: 2022 30th Mediterranean Conference on Control and Automation (MED) : [Proceedings], 902-907, 2022
[DOI: 10.1109/MED54222.2022.9837140]

Eser, Steffen
Stoffel, Phillip
Kümpel, Alexander
Müller, Dirk

[Konferenzbeitrag]
Energy 4.0 - Gebäudeautomation im Zeichen der Energiewende
In: HANNOVER MESSE Hannover 2022-05-30 - 2022-06-02, 2022

Schraven, Markus Hans
Blechmann, Sebastian
Müller, Dirk

[Fachzeitschriftenartikel]
Review of automated time series forecasting pipelines
In: Review of automated time series forecasting pipelines, 12 (6), e1475, 2022
[DOI: 10.1002/widm.1475]

Meisenbacher, Stefan (Corresponding author)
Turowski, Marian
Phipps, Kaleb
Rätz, Martin
Müller, Dirk
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Numerische Untersuchung des aeroakustischen Verhaltens eines generischen Schlitzauslasses
In: DAGA 2022 : 48. Jahrestagung für Akustik : 21. - 24. März 2022, Stuttgart und Online : Tagungsband, 875-878, 2022
[DOI: 10.18154/RWTH-2022-08418]

Ostmann, Philipp
Bruchhaus, Christian
Kremer, Martin Theodor
Müller, Dirk

[Beitrag zu einem Tagungsband]
Efficiency Increase of Air Handling Units by Parallely Operated Fans
In: [Ventilation 2022: 13th International Industrial Ventilation Conference for Contaminant Control, 2022-06-22 - 2022-06-24, Toronto, Canada], 298-306, 2022
[DOI: 10.18154/RWTH-2022-08049]

Ostmann, Philipp
Kremer, Martin Theodor
Mathis, Paul
Müller, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Interdisciplinary parametric modelling and modularization to improve air quality, acoustics and lighting in school buildings
In: 17th International Conference of the International Building Performance Simulation Association (BS 2021) : 1-3 September 2021, Bruges, Belgium / International Building Performance Simulation Association, 2022

Lorenz, Clara-Larissa (Corresponding author)
Burgholz, Tobias Maria
Schildt, Maximilian
Frisch, Jérôme
van Treeck, Christoph Alban

[Buchbeitrag, Beitrag zu einem Tagungsband]
Automated generation of PLC code for implementing mode-based control algorithms in buildings
In: 2022 30th Mediterranean Conference on Control and Automation (MED) : [Proceedings], 1087-1092, 2022
[DOI: 10.1109/MED54222.2022.9837182]

Cai, Xiaoye (Corresponding author)
Shi, Ruochen (Corresponding author)
Kümpel, Alexander (Corresponding author)
Müller, Dirk (Corresponding author)

[Beitrag zu einem Tagungsband]
Improving the application of Reinforcement Learning for load shifting in a cooling system through state-of-the-artalgorithms and hyper-parameter optimization
In: [35th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS 2022, 2022-07-03 - 2022-07-07, Kopenhagen, Denmark], 2022

Schreiber, Thomas Bruno
Evenschor, Vincent
Müller, Dirk

[Bericht]
Gasverbrauch senken, Heizkosten sparen : Bewertung von einfachen Energieeffizienzmaßnahmen, 2022
[DOI: 10.18154/RWTH-2022-07544]

Maier, Laura Maria
Mans, Michael
Wüllhorst, Fabian
Nie, Yi
Streblow, Rita
et al.

[Fachzeitschriftenartikel]
Comparative study of supervised algorithms for topology detection of sensor networks in building energy systems
In: Automation in construction, 138, 104248, 2022
[DOI: 10.1016/j.autcon.2022.104248]

Stinner, Florian (Corresponding author)
Llopis-Mengual, Belén
Storek, Thomas (Corresponding author)
Kümpel, Alexander (Corresponding author)
Müller, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Implementation of a User Feedback System and its Impact on User Satisfaction and Energy Demand
In: [IAQ 2020: Indoor Environmental Quality Performance Approaches - Transitioning from IAQ to IEQ, IAQ 2020, 2022-05-04 - 2022-05-06, Athens, Greece], 2022

Nienaber, Felix (Corresponding author)
Kümpel, Alexander
Rewitz, Kai
Müller, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Evaluation of machine learning methods for optimizing the defrosting process of air-to-water heat pumps
In: The natural choice by 2030 : 15th IIR-Gustav Lorentzen Conference on Natural Refrigerants : GL 2022 : 13-15 June 2022, Trondheim, Norway : proceedings / [organised by] IIF/IIR, SINTEF, NTNU ; chair: Professor Petter Nekså (SINTEF), 0117, 11 Seiten, 2022
[DOI: 10.18462/iir.gl2022.0117]

Klingebiel, Jonas (Corresponding author)
Göbel, Stephan Antonius
Venzik, Valerius
Müller, Dirk

[Buch, Doktorarbeit]
Evaluation of heat pump systems under dynamic operating conditions
In: E.ON Energy Research Center ; EBC, Energy efficient buildings and indoor climate 110, 2022
[DOI: 10.18154/RWTH-2022-06640]

Mehrfeld, Philipp

[Bericht]
Zukunft der Trinkwasserinstallation und -bereitstellung : Ergebniszusammenfassung : Fokustreffen Modul 2 (Gebäude) der Wissenschaftlichen Begleitforschung Energiewendebauen (BF EWB), 2022
[DOI: 10.18154/RWTH-2022-06638]

Zhang, Yizhuo
Fuchs, Nico Yannik
Richarz, Jan
Erhorn-Kluttig, Heike
Müller, Dirk

[Fachzeitschriftenartikel]
Development and Application of an Open-Source Framework for Automated Thermal Network Generation and Simulations in Modelica
In: Energies, 15 (12), 4372, 2022
[DOI: 10.3390/en15124372]

Mans, Michael (Corresponding author)
Blacha, Tobias Sebastian
Schreiber, Thomas Bruno
Müller, Dirk

[Fachzeitschriftenartikel]
Open‐Source vapor compression library (VCLib): Heat pump modeling for education and research
In: Computer applications in engineering education : CAE, 30 (5), 1498-1509, 2022
[DOI: 10.1002/cae.22540]

Vering, Christian (Corresponding author)
Engelpracht, Mirko
Göbel, Stephan Antonius
Hoseinpoori, Sina
Wüllhorst, Fabian
et al.

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Development of a Long-Term Operational Optimization Model for a Building Energy System Supplied by a Geothermal Field
In: Journal of thermal science, 31, 1293-1301, 2022
[DOI: 10.1007/s11630-022-1616-7]

Kümpel, Alexander (Corresponding author)
Stoffel, Phillip
Müller, Dirk

[Fachzeitschriftenartikel]
AixCaliBuHA: Automated calibration of building and HVAC systems
In: The journal of open source software, 7 (72), 3861, 2022
[DOI: 10.21105/joss.03861]

Wüllhorst, Fabian
Storek, Thomas
Mehrfeld, Philipp
Müller, Dirk

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Cloud-Based Optimal Control of Individual Borehole Heat Exchangers in a Geothermal Field
In: Journal of thermal science, 31 (5), 1253-1265, 2022
[DOI: 10.1007/s11630-022-1639-0]

Stoffel, Phillip (Corresponding author)
Kümpel, Alexander
Müller, Dirk

[Fachzeitschriftenartikel]
Bewertung alternativer Arbeitsmittel für Wärmepumpen im Gebäudesektor
In: Forschung im Ingenieurwesen = Engineering research, 86 (2), 213-224, 2022
[DOI: 10.1007/s10010-022-00584-0]

Höges, Christoph (Corresponding author)
Venzik, Valerius
Vering, Christian
Müller, Dirk

[Fachzeitschriftenartikel]
Modular hydronic subsystem models for testing and improving control algorithms of air-handling units
In: Journal of building engineering, 53, 104439, 2022
[DOI: 10.1016/j.jobe.2022.104439]

Kümpel, Alexander (Corresponding author)
Teichmann, Jens
Mathis, Paul
Müller, Dirk

[Fachzeitschriftenartikel]
Influence of gender, age and BMI on human physiological response and thermal sensation for transient indoor environments with displacement ventilation
In: Building and environment, 219, 109045, 2022
[DOI: 10.1016/j.buildenv.2022.109045]

Rewitz, Kai (Corresponding author)
Müller, Dirk

[Buch, Doktorarbeit]
Systematische Entwicklung strukturierter Steuerungsalgorithmen für die Gebäude- und Anlagentechnik
In: E.On Energy Research Center : EBC, Energy efficient buildings and indoor climate 106, 2022

Schild, Thomas Peter