[Contribution to a book, Contribution to a conference proceedings]
Rapid Prototyping of Building Energy System Modeling for Shopping Centers
In: Building Simulation Conference Proceedings Vol.18, 2024

Ying, Xuchao
Finkbeiner, Konstantin
Kremer, Martin Theodor
Müller, Dirk

[Poster]
Partizipative Bausteine für die Energiewende - Erfahrungen aus dem Reallabor SmartQuart
In: PartWiss 23 - Zweite Tagung zur Vernetzung und Stärkung von Partizipation in der Wissenschaft Chemnitz 2023-11-22 - 2023-11-24, 2023

von Wittenhorst Zu Sonsfeld, Lisa
Welter, Sarah
Schreiber, Thomas Bruno (Corresponding author)
Beusker, Elisabeth (Corresponding author)
Müller, Dirk (Corresponding author)

[Contribution to a conference proceedings]
Evaluation of the Aeroacoustic Sources of a Swirl Diffusor
In: [52nd International Congress and Exposition on Noise Control Engineering, 2023-08-20 - 2023-08-23, Chiba-city, Japan], 2023

Ostmann, Philipp
Kremer, Martin Theodor
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems
In: BuildSys '23: Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 280-281, 2023
[DOI: 10.1145/3600100.3626260]

Rätz, Martin (Corresponding author)
Henkel, Patrick
Stoffel, Phillip
Streblow, Rita
Müller, Dirk

[Contribution to a conference proceedings]
Planning the Design and Operation of Urban Energy Systems with Limited Data Availability: A Holistic Open-Source Tool Chain
In: [International scientific conference cycle for a Sustainable Energy Transition in the Built Environment, CISBAT 2023, Lausanne, Switzerland], 2023

Schreiber, Thomas Bruno
Wackerbauer, David
Derzsi, Kai
Zhang, Yizhuo
Nie, Yi
et al.

[Contribution to a book, Contribution to a conference proceedings]
Heat Pump Systems with Photovoltaics: Influence of the Control Strategy on the Optimal Design
In: 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2023) : Las Palmas de Gran Canaria, Spain, 25-30 June 2023 / ECOS 2023, 2023
[DOI: 10.52202/069564-0072]

Wüllhorst, Fabian
Reuter-Schniete, Jonas
Maier, Laura Maria
Hering, Mark Dominik
Müller, Dirk

[Journal Article]
Approximating model predictive control strategies for heat pump systems applied to the building optimization testing framework (BOPTEST)
In: Journal of building performance simulation, 1-23, 2023
[DOI: 10.1080/19401493.2023.2280577]

Maier, Laura Maria (Corresponding author)
Brillert, Julius
Zanetti, Ettore
Müller, Dirk

[Poster]
Classification System for Data Infrastructure to Support Control and Investment Decisions
In: ABB Energy Efficiency Symposium for Academia Mannheim 2023-10-11 -, 2023

Dannapfel, Verena

[Poster]
Towards optimal compressor design and operation: Analyses of loss mechanisms for positive displacement machines
In: 26. International Congress of Refrigeration Paris 2023-08-21 - 2023-08-25, 2023

Vering, Christian
Klebig, Tim
Winandy, Eric
Müller, Dirk

[Journal Article]
Process model design for positive displacement compressors and their experimental validation: Comparison of Optimal Experimental Design and Machine Learning
In: International journal of refrigeration, JIJR 5947, S0140700723002372, 2023
[DOI: 10.1016/j.ijrefrig.2023.09.001]

Vering, Christian (Corresponding author)
Möntenich, Julian
Rätz, Martin
Klebig, Tim
Streblow, Rita
et al.

[Contribution to a conference proceedings]
Herausforderungen & Lösungsansätze zur Verwendung von BIM als Datenquelle zur Simulation von Technischer Gebäudeausrüstung
In: [TGA-Kongress 2023, 2023-05-23 - 2023-05-24, Berlin, Germany], 2023

Jansen, David Paul
Jahangiri, Pooyan
Hering, Mark Dominik
Müller, Dirk
Lüdemann, Bruno

[Contribution to a book, Journal Article]
Using artificial intelligence to develop a VOC multi-gas sensor system for detecting air quality in shopping centres
In: The REHVA European HVAC journal, 60 (5), 28-32, 2023

Elmokadem, Mahmoud Hamdy Sobhi Hassan
Louca, Samy
Abdelrahman, Ali
Rewitz, Kai
Müller, Dirk

[Contribution to a conference proceedings]
DataFEE - Mehr Energieeffizienz und Raumkomfort durch effizientere Analyse- und Modellierungsmethoden und Einbezug der Gebäudenutzer in den Datenfluss
In: [TGA-Kongress 2023, 2023-05-23 - 2023-05-24, Berlin, Germany], 2023

Rewitz, Kai
Wagner, Andreas
Müller, Dirk

[Contribution to a conference proceedings]
Development of a semi-wireless measurement system for monitoring skin temperatures
In: Proceedings : Healthy Buildings 2023 Europe : beyond disciplinary boudaries : June 11-14, Aachen, Germany, Uniklinik RWTH Aachen, RWTH Aachen University, 162-170, 2023

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

[Contribution to a book, Contribution to a conference proceedings]
Experimental study of an innovative wet scrubber concept in regard to particle filtration and pressure loss
In: [43. AIVC, AIVC 2023, 2023-10-04 - 2023-10-05, Copenhagen, Denmark], 2023

Nguyen, Nhat (Corresponding author)
Kremer, Martin Theodor
Fuhrmann, Hendrik
Ostmann, Philipp
Müller, Dirk

[Contribution to a conference proceedings]
Using artificial intelligence (AI) in electronic nose system (ENose) development for air quality detection in shopping centres
In: [18. Healthy Buildings 2023 Europe, HBE 2023, 2023-06-12 - 2023-06-14, Aachen, Germany], 154-161, 2023

Elmokadem, Mahmoud Hamdy Sobhi Hassan
Louca, Samy
Abdelrahman, Ali
Rewitz, Kai
Müller, Dirk

[Contribution to a conference proceedings]
Development of a Rule-based Control for Hybrid Ventilation Systems and Evaluation by Field Test
In: Proceedings : Healthy Buildings 2023 Europe : beyond disciplinary boudaries : June 11-14, Aachen, Germany, Uniklinik RWTH Aachen, RWTH Aachen University, 1133-1141, 2023

Jiang, Jun (Corresponding author)
Wu, Yue
Rewitz, Kai
Müller, Dirk

[Conference Presentation]
Inter- und transdisziplinäre Forschung für die Energie- und Wärmewende in Quartieren - Ein lebendiger Baustein des Reallabors SmartQuart
In: 3. Mittelstadtkonferenz "Transformation (mit)machen! Die sozial-ökologische Transformation auf kommunaler Ebene gestalten" Aachen 2023-10-19 - 2023-10-20, 2023

von Wittenhorst Zu Sonsfeld, Lisa
Welter, Sarah
Beusker, Elisabeth (Corresponding author)
Schreiber, Thomas Bruno (Corresponding author)
Müller, Dirk (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
The Impact of Controller Settings in Heat Pumps: Numerical Findings and Experimental Verification
In: 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2023) : Las Palmas de Gran Canaria, Spain, 25-30 June 2023 / ECOS 2023, 2023
[DOI: 10.52202/069564-0075]

Göbel, Stephan Antonius (Corresponding author)
Waiz, Kevin
Vering, Christian
Müller, Dirk

[Contribution to a conference proceedings]
Maximizing operational efficiency of heat pumps with Model Predictive Control: An experimental case study for residential application
In: [14th IEA Heat Pump Conference, HPC23, 2023-05-15 - 2023-05-18, Chicago, USA], 2023

Göbel, Stephan Antonius
Stoffel, Phillip
Will, Florian
Vering, Christian
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Fault Detection and Diagnosis by Machine Learning Methods in Air-To-Water Heat Pumps: Evaluation of Evaporator Fouling
In: 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2023) : Las Palmas de Gran Canaria, Spain, 25-30 June 2023 / ECOS 2023, 2023
[DOI: 10.52202/069564-0074]

Borges, Sebastian (Corresponding author)
Jöhnk, Lasse
Klebig, Tim
Vering, Christian
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Experimental Investigation of Operating Point Dependent Optimal Vapor Injection in Compressors with Flammable Refrigerants
In: Proceedings of the 26th IIR International Congress of Refrigeration : Paris, France, August 21-25, 2023, 12 Seiten, 2023
[DOI: 10.18462/iir.icr.2023.0433]

Klebig, Tim (Corresponding author)
Frikel, Marius
Vering, Christian
Müller, Dirk

[Poster]
Fault detection in refrigeration cycles with neural networks
In: 26. International Congress of Refrigeration Paris 2023-08-21 - 2023-08-25, 2023

Klebig, Tim (Corresponding author)
Borges, Sebastian
Kleipaß, Johanna
Lüker, Felix
Vering, Christian
et al.

[Journal Article]
Safe operation of online learning data driven model predictive control of building energy systems
In: Energy and AI, 14, 100296, 2023
[DOI: 10.1016/j.egyai.2023.100296]

Stoffel, Phillip (Corresponding author)
Henkel, Patrick
Rätz, Martin
Kümpel, Alexander
Müller, Dirk

[Journal Article]
AixLib: an open-source Modelica library for compound building energy systems from component to district level with automated quality management
In: Journal of building performance simulation, [1]-24, 2023
[DOI: 10.1080/19401493.2023.2250521]

Maier, Laura Maria (Corresponding author)
Jansen, David Paul
Wüllhorst, Fabian
Kremer, Martin Theodor
Kümpel, Alexander
et al.

[Report]
Expertenbefragung in Quartiersprojekten: 10 Thesen zu den Themen Energiemarkt, Versorgung und Wärmeplanung : Auswertungen zur Expertenbefragung 2022/23 : Ein Beitrag aus Modul 3 Quartiere der Wissenschaftlichen Begleitforschung Energiewendebauen, 2023
[DOI: 10.18154/RWTH-2023-08442]

Berg, Sebastian
Kerber, Sarah (Contributor)
Witkowski, Sonja (Contributor)
Beckhölter, Tobias (Contributor)
Schölzel, Joel David (Contributor)
et al.

[Contribution to a book, Contribution to a conference proceedings]
Simulation-Based Performance Assessment for Building Automation Systems
In: 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2023) : Las Palmas de Gran Canaria, Spain, 25-30 June 2023 / ECOS 2023, 1240-1251, 2023
[DOI: 10.52202/069564-0113]

Stegemerten, Felix Nikolaus (Corresponding author)
Maghnie, Marwa (Corresponding author)
Kümpel, Alexander (Corresponding author)
Müller, Dirk (Corresponding author)

[Journal Article]
On Integrated Fluid Screening and Turbomachinery Design for Optimized Industrial Heat Pumps
In: Journal of engineering for gas turbines and power, 145 (4), 041013, 2023
[DOI: 10.1115/1.4055795]

Karaefe, Renan Emre (Corresponding author)
Post, Pascal
Venzik, Valerius
Wotzka, Paul
Barta, Riley B.
et al.

[Report]
Die Rolle von Kommunen in der Entwicklung und Umsetzung von Quartiersprojekten : Working Paper : Ein Beitrag aus Modul 3 Quartiere der Wissenschaftlichen Begleitforschung Energiewendebauen, 2023
[DOI: 10.18154/RWTH-2023-08182]

Dunkelberg, Elisa
Weiß, Julika
Beckhölter, Tobias (Contributor)
Welter, Sarah (Contributor)

[Journal Article]
Ten questions concerning occupant-centric control and operations
In: Building and environment, 242, 110518, 2023
[DOI: 10.1016/j.buildenv.2023.110518]

Nagy, Zoltan (Corresponding author)
Gunay, Burak
Miller, Clayton
Hahn, Jakob
Ouf, Mohamed M.
et al.

[Multimedia]
Reallabor der Energiewende SmartQuart - Quartier Bedburg, 2023

von Wittenhorst Zu Sonsfeld, Lisa
Welter, Sarah
van Weersth, Nico
Osterhage, Tanja
Beusker, Elisabeth
et al.

[Contribution to a book, Contribution to a conference proceedings]
Contribution of Geometric Features on the Aeroacoustic Behaviour of a Slot Diffuser
In: 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2023) : Las Palmas de Gran Canaria, Spain, 25-30 June 2023 / ECOS 2023. - Vol. 1, 500-511, 2023
[DOI: 10.52202/069564-0046]

Ostmann, Philipp (Corresponding author)
Krüger, Lisa Karen
Kremer, Martin Theodor
Müller, Dirk

[Journal Article]
Towards maximum efficiency in heat pump operation: Self-optimizing defrost initiation control using deep reinforcement learning
In: Energy and buildings, 297, 113397, 2023
[DOI: 10.1016/j.enbuild.2023.113397]

Klingebiel, Jonas (Corresponding author)
Salamon, Moritz
Bogdanov, Plamen
Venzik, Valerius
Vering, Christian
et al.

[Poster]
Cloudbasiertes Testen von Gebäudeautomationssystemen
In: 13. Projektleitungstreffen - ENERGIEWENDEBAUEN Dresden 2023-04-26 - 2023-04-27, 2023

Maghnie, Marwa
Stegemerten, Felix Nikolaus
Kümpel, Alexander
Müller, Dirk

[Contribution to a conference proceedings]
Rating the Effectiveness of Air Purifiers on Aerosol Removal in a Classroom with Numerical Flow Simulations
In: Proceedings of Healthy Buildings 2023 Europe, 654-662, 2023
[DOI: 10.18154/RWTH-2023-07264]

Ostmann, Philipp (Corresponding author)
Derwein, Dennis
Kremer, Martin Theodor
Rewitz, Kai
Müller, Dirk

[Book, Dissertation / PhD Thesis]
Auswirkungen der Hydraulik auf das Betriebsverhalten von raumlufttechnischen Anlagen
In: E.On Energy Research Center : EBC, Energy Efficient Buildings and Indoor Climate 119, 2023
[DOI: 10.18154/RWTH-2023-07206]

Teichmann, Jens Philipp

[Journal Article]
Realization times of energetic modernization measures for buildings based on interviews with craftworkers
In: Scientific data, 10, 476, 2023
[DOI: 10.1038/s41597-023-02379-6]

Richarz, Jan
Fuchs, Nico Yannik (Corresponding author)
Zurke, Jacqueline
Imberg, Jan
Datsko, Tanja
et al.

[Contribution to a conference proceedings]
Entwicklung einer regelbasierten Steuerung für hybride Lüftungssysteme und Bewertung durch einen Feldtest
In: [TGA-Kongress 2023, 2023-05-23 - 2023-05-24, Berlin, Germany], 24-25, 2023

Rewitz, Kai
Jiang, Jun
Müller, Dirk

[Journal Article]
Efficiency comparison between defrosting methods: A laboratory study on reverse-cycle defrosting, electric heating defrosting, and warm brine defrosting
In: Applied thermal engineering, 233, 121072, 2023
[DOI: 10.1016/j.applthermaleng.2023.121072]

Klingebiel, Jonas (Corresponding author)
Hassan, Muhab
Venzik, Valerius
Vering, Christian
Müller, Dirk

[Contribution to a conference proceedings]
Optimierte Modernisierungsfahrpläne - Neuer Ansatz zur Identifikation und zeitlichen Planung von Modernisierungsmaßnahmen für Typgebäude
In: [TGA-Kongress 2023, 2023-05-23 - 2023-05-24, Berlin, Germany], 36-37, 2023

Richarz, Jan
Hering, Mark Dominik
Müller, Dirk

[Contribution to a conference proceedings]
Die SUSTAIN 2 Cloud of Clouds - Datentransparenz schafft Betriebsverbesserungen in einem kommunalen Liegenschaftsportfolio
In: [TGA-Kongress 2023, 2023-05-23 - 2023-05-24, Berlin, Germany], 76-77, 2023

Dannapfel, Verena
Parra Alvarez, Gonzalo
Schreiber, Thomas Bruno
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
How to Choose the Best Refrigerant in Heat Pumps from an Ecologic Perspective? Analyzing the Influence of the Evaluation Method
In: 36th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2023) : Las Palmas de Gran Canaria, Spain, 25-30 June 2023 / ECOS 2023. - Vol. 2, 725-737, 2023
[DOI: 10.52202/069564-0066]

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

[Conference Presentation]
Scalable Monitoring of Building Energy Systems Using Semantics
In: 9. FIWARE Global Summit Vienna 2023-06-12 - 2023-06-13, 2023
[DOI: 10.18154/RWTH-2023-06346]

Blechmann, Sebastian
Du, Junsong (Manually added Author)
Streblow, Rita (Manually added Author)
Müller, Dirk (Manually added Author)

[Conference Presentation]
Fog Computing Network for Local Energy Markets
In: 9. FIWARE Global Summit Vienna 2023-06-12 - 2023-06-13, 2023
[DOI: 10.18154/RWTH-2023-06265]

Du, Junsong
Blechmann, Sebastian (Manually added Author)
Streblow, Rita (Manually added Author)
Müller, Dirk (Manually added Author)

[Contribution to a conference proceedings]
Towards integral assessment of heat pumps and refrigerantsusing LCA: A case study for the German building stock
In: [14th IEA Heat Pump Conference 2023, HPC23, 2023-05-15 - 2023-05-18, Chicago, USA], 2023

Vering, Christian (Corresponding author)
Zibunas, Christian
Tessarek, Felix
Moschner, Nils
Breuer, Katharina Theresa
et al.

[Contribution to a book, Journal Article]
Modernization Roadmaps for Existing Buildings under Limited Energy Resources and Craftwork Capacities
In: Energies : open-access journal of related scientific research, technology development and studies in policy and management, 16 (12), 4822, 2023
[DOI: 10.3390/en16124822]

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

[Journal Article]
Demand response for flat nonlinear MIMO processes using dynamic ramping constraints
In: Computers & chemical engineering, 172, 108171, 2023
[DOI: 10.1016/j.compchemeng.2023.108171]

Baader, Florian Joseph (Corresponding author)
Althaus, Philipp
Bardow, André
Dahmen, Manuel

[Journal Article]
Das Forschungsprojekt DataFEE : Wege zu einem nutzerzentrierten und energieeffizienten ­Gebäudebetrieb
In: Facility management, 3, 16-20, 2023

Abele, Oliver
Berning, Matthias
Lorenz, ­Clara-Larissa
Koczorek, Nicole
Rodriguez, ­Isabel Mino
et al.

[Conference Presentation]
Ecologic Assessment of Heat Pump Systems: Evaluation of the Refrigerant's Impact
In: 14th IEA Heat Pump Conference 2023 Chicago 2023-05-15 - 2023-05-18, 2023
[DOI: 10.13140/RG.2.2.33458.79043]

Ostlender, Sebastian Hubert
Höges, Christoph (Corresponding author)
Vering, Christian
Müller, Dirk

[Contribution to a conference proceedings]
Decarbonizing Steam Generation with High Temperature Heat Pumps: Refrigerant Selection and Flowsheet Evaluation
In: [14th IEA Heat Pump Conference 2023, HPC23, 2023-05-15 - 2023-05-18, Chicago, USA], 2023

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