[Contribution to a conference proceedings]
Towards an intelligent HVAC system automation using Reinforcement Learning
In: [Carbon Neutral Cities Energy Efficiency & Renewables in the Digital Era, CISBAT 2021, 2021-09-08 - 2021-09-10, Lausanne, Switzerland], 6 Seiten, 2021

Schreiber, Thomas Bruno (Corresponding author)
Schwartz, Aron
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Experimental investigation of mirror frequency currents emitted by low voltage inverters under distorted grid voltage conditions
In: 2021 IEEE Madrid PowerTech : conference proceedings / Comillas Universidad Pontificia, IEEE PES - Power & Energy Society, IEEE, 6 Seiten, 2021
[DOI: 10.1109/PowerTech46648.2021.9494912]

Simon, Sandor (Corresponding author)
Linnartz, Philipp Patrick
Willenberg, Dominik
Quester, Matthias Andreas
Monti, Antonello (Corresponding author)

[Conference Presentation]
Theoretical Investigation of HFOs and Their Mixtures in Heat Pump Applications
In: 2. IIR Conference on HFO Refrigerants and Low GWP Blends Osaka 2021-06-16 - 2021-06-18, 2021
[DOI: 10.13140/RG.2.2.13626.52164]

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

[Journal Article]
A Syscall-Level Binary-Compatible Unikernel
In: IEEE transactions on computers, 71 (9), 2116-2127, 2021
[DOI: 10.1109/TC.2021.3122896]

Olivier, Pierre
Lefeuvre, Hugo
Chiba, Daniel
Lankes, Stefan (Corresponding author)
Min, Changwoo
et al.

[Contribution to a book, Contribution to a conference proceedings]
Towards the virtualization of measurements : architecture, solutions and challenges
In: 11th IEEE International Workshop on Applied Measurements for Power Systems : September 29-October 1, 2021, virtual workshop : 2021 workshop proceedings / 2021 AMPS ; sponsors and organizers: IEEE, IEEE Instrumentation & Measurement Society, 6 Seiten, 2021
[DOI: 10.1109/AMPS50177.2021.9586022]

Guarnieri Caló Carducci, Carlo
Pau, Marco (Corresponding author)
Ponci, Ferdinanda
Monti, Antonello

[Contribution to a book, Contribution to a conference proceedings]
An Augmented Branch Current Formulation for State Estimation in Distribution Systems
In: 11th IEEE International Workshop on Applied Measurements for Power Systems : September 29-October 1, 2021, virtual workshop : 2021 workshop proceedings / 2021 AMPS ; sponsors and organizers: IEEE, IEEE Instrumentation & Measurement Society, 6 Seiten, 2021
[DOI: 10.1109/AMPS50177.2021.9586021]

Pau, Marco (Corresponding author)
Ponci, Ferdinanda
Monti, Antonello
Pegoraro, Paolo Attilio
Sulis, Sara
et al.

[Lecture]
Internet of Things im Planungsprozess : Planungshilfe mit Checkliste, 2021
[DOI: 10.18154/RWTH-2021-10000]

Schraven, Markus Hans (Redactor)
Osterhage, Tanja (Redactor)
Kümpel, Alexander (Redactor)
Blechmann, Sebastian (Redactor)
Streblow, Rita (Redactor)
et al.

[Contribution to a conference proceedings]
Exploiting the Potential of Electric Vehicle Charging combined with a Stationary Battery within non-residential Buildings using hierarchical MPC
In: 34th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems : ECOS 2021 : Giardini Naxos (Taormina), June 28-July 2, 2021 / Enrico Sciubba, 2021

Kühn, Larissa
Maier, Laura Maria
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a book, Journal Article]
Equivalent Impedance Calculation Method for Control Stability Assessment in HVDC Grids
In: Energies : open-access journal of related scientific research, technology development and studies in policy and management, 14 (21), 6899, 2021
[DOI: 10.3390/en14216899]

Loku, Fisnik (Corresponding author)
Düllmann, Patrick
Brantl, Christina
Monti, Antonello

[Journal Article]
Strategies to overcome near surface disturbances while inverting time-lapse surface ERT data
In: Journal of applied geophysics, 195, 104463, 2021
[DOI: 10.1016/j.jappgeo.2021.104463]

von Bülow, Rhea (Corresponding author)
Klitzsch, Norbert
Wellmann, Jan Florian

[Journal Article]
Towards an integrated design of heat pump systems : Application of process intensification using two-stage optimization
In: Energy conversion and management, 250, 114888, 2021
[DOI: 10.1016/j.enconman.2021.114888]

Vering, Christian (Corresponding author)
Wüllhorst, Fabian
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a book, Journal Article]
Assessing Local Power Generation Potentials of Photovoltaics, Engine Cogeneration, and Heat Pumps : The Case of a Major Swiss City
In: Energies : open-access journal of related scientific research, technology development and studies in policy and management, 14 (17), 5432, 2021
[DOI: 10.3390/en14175432]

Crimmann, Martina
Madlener, Reinhard (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Optimal Designed Experiments for Reliable Model Calibration of a fixed-speed Scroll Compressor with R410A and R32
In: 12th International Conference on Compressors and their Systems (Compressors 2021) 6th-8th September 2021, London, United Kingdom, 012032, 2021
[DOI: 10.1088/1757-899X/1180/1/012032]

Vering, Christian (Corresponding author)
Stopp, Daniel
Klebig, Tim
Venzik, Valerius
Müller, Dirk

[Contribution to a conference proceedings]
Integrated design of refrigerant, heat pump and system components: Process intensification for optimized heat pump systems
In: [Building Simulation Conference 2021: 17th Conference of IBPSA, BS21, 2021-08-31 - 2021-09-03, Brügge, Belgium], 2021

Vering, Christian (Corresponding author)
Ostlender, Sebastian Hubert
Wüllhorst, Fabian
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a conference proceedings]
Digital Twin Design with On-Line Calibration for HVAC Systems in Buildings
In: [Building Simulation Conference 2021: 17th Conference of IBPSA, BS21, 2021-08-31 - 2021-09-03, Brügge, Belgium], 2021

Vering, Christian (Corresponding author)
Borges, Sebastian
Coakley, Daniel
Krützfeldt, Hannah
Mehrfeld, Philipp
et al.

[Contribution to a conference proceedings]
Urban Energy Lab 4.0 - An integrated step towards a sustainable future of city districts
In: [Building Simulation Conference 2021: 17th Conference of IBPSA, BS21, 2021-08-31 - 2021-09-03, Brügge, Belgium], 2021

Vering, Christian (Corresponding author)
Göbel, Stephan Antonius
Streblow, Rita
Müller, Dirk

[Poster]
Heute hier (auslegen), morgen dort (betreiben): Integriertes Design von Wärmepumpensystemen
In: Thermodynamik-Kolloquium 2021 online 2021-09-27 - 2021-09-29, 2021

Vering, Christian (Corresponding author)
Wüllhorst, Fabian
Ostlender, Sebastian Hubert
Venzik, Valerius
Müller, Dirk

[Journal Article]
Integrierte Auslegung: Kältemittel, Kältekreislauf und Wärmepumpe als System
In: TAB : das Fachmedium der TGA-Branche, 2021 (3), 30-33, 2021

Vering, Christian (Corresponding author)
Wüllhorst, Fabian
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a conference proceedings]
Open-source photovoltaic model for early building planning processes: Modeling, application and validation
In: [Building Simulation Conference 2021: 17th Conference of IBPSA, BS21, 2021-09-01 - 2021-09-03, Brügge, Belgium], 2 Seiten, 2021
[DOI: 10.18154/RWTH-2021-09356]

Maier, Laura Maria
Kratz, Michael
Vering, Christian
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a conference proceedings]
Time-based economic hierarchical model predictive control of all-electric energy systems in non-residential buildings
In: [Building Simulation Conference 2021: 17th Conference of IBPSA, BS21, 2021-08-31 - 2021-09-03, Brügge, Belgium], 8 Seiten, 2021
[DOI: 10.18154/RWTH-2021-09355]

Maier, Laura Maria
Kühn, Larissa
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a conference proceedings, Journal Article]
Connecting Dynamic Heat Demands of Buildings with Borehole Heat Exchanger Simulations for Realistic Monitoring and Forecast
In: Advances in geosciences, 56, 45-56, 2021
[DOI: 10.5194/adgeo-56-45-2021]

Niederau, Jan Frederik (Corresponding author)
Fink, Johanna
Lauster, Moritz Robert

[Contribution to a book, Contribution to a conference proceedings]
A Modular Model of Reversible Heat Pumps and Chillers for System Applications
In: 14th Modelica Conference : September 20-24, 2021, Linköping, Sweden : proceedings / editors: Martin Sjölund, Linköping University; Lena Buffoni, Linköping University; Adrian Pop, Linköping University; Lennart Ochel, RISE Research Institutes of Sweden AB, 2021
[DOI: 10.3384/ecp21181561]

Wüllhorst, Fabian (Corresponding author)
Jansen, David Paul
Mehrfeld, Philipp
Müller, Dirk

[Journal Article]
Infektionsschutz durch Lüftungsgeräte und Luftreiniger : Teil 3: Relatives aerogenes Infektionsrisiko
In: HLH : Lüftung, Klima, Heizung, Sanitär, Gebäudetechnik, 72 (7/8), 40-44, 2021

Schaub, Michael
Bamberger, Konrad
Derwein, Dennis
Rewitz, Kai
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Long-term operational optimization of a building energy system coupled to a geothermal field
In: 34th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems : (ECOS 2021) : Taormina, Italy, 27 June-2 July 2021 / the organizers: Yoshiharu Amano, Brian Elmegaard, Enrico Sciubba, 1086-1094, 2021
[DOI: 10.52202/062738-0096]

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

[Preprint]
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams, 2021

Stinner, Florian (Corresponding author)
Wiecek, Martin
Baranski, Marc
Kümpel, Alexander
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Underfloor heating system model for building performance simulations
In: Proceedings of 14th Modelica Conference 2021, Linköping, Sweden, September 20-24, 2021 / Editors: Martin Sjölund, Lena Buffoni, Adrian Pop, and Lennart Ochel, 343-349, 2021
[DOI: 10.3384/ecp21181343]

Göbel, Stephan Antonius (Corresponding author)
Schmitt, Elaine
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a conference proceedings]
Robust optimal identification and scheduling of modernization measures for typical buildings
In: Proceedings of Building Simulation 2021: 17th Conference of IBPSA : BS 2021 Bruges, Belgium September 1-3, 2021, 9 Seiten, 2021
[DOI: 10.26868/25222708.2021.30723]

Richarz, Jan
Hu, Yuhan
Wirtz, Marco
Osterhage, Tanja
Müller, Dirk

[Contribution to a conference proceedings, Journal Article]
Optimal scheduling of modernization measures for typical non-residential buildings
In: Energy : the international journal, 238, 121871, 2021
[DOI: 10.1016/j.energy.2021.121871]

Richarz, Jan (Corresponding author)
Henn, Sarah
Osterhage, Tanja
Müller, Dirk

[Contribution to a conference proceedings]
Effect of Reduced Air Change Rates on Indoor Air Quality and Air Conditioning Energy Consumption in Retail Buildings
In: [Building Simulation Conference 2021: 17th Conference of IBPSA, BS21, 2021-08-31 - 2021-09-03, Brügge, Belgium], 2021
[DOI: 10.18154/RWTH-2021-09080]

Finkbeiner, Konstantin
Kremer, Martin Theodor
Ying, Xuchao
Rätz, Martin
Mathis, Paul
et al.

[Contribution to a book, Contribution to a conference proceedings]
Impact of uncertainty sources on the voltage control of active distribution grids
In: SEST’21 : 4th International Conference on Smart Energy Systems and Technologies : 6-8 September 2021 / IEEE, IEEE PES - Power & Energy Society, IES, IAS - IEEE Industry Applications Society, University of Vaasa ; general chair: Miadreza Shafie-khah (University of Vaasa, Finland) ; publications co-chairs: Tarek AlSkaif (Wageningen University & Research, The Netherlands), Soumyabrata Dev (University College Dublin, Ireland), 6 Seiten, 2021
[DOI: 10.1109/SEST50973.2021.9543230]

Pau, Marco (Corresponding author)
De Din, Edoardo
Ponci, Ferdinanda
Pegoraro, Paolo Attilio
Sulis, Sara
et al.

[Contribution to a book, Journal Article]
Online Parameter Estimation for Fault Identification in Multi-Terminal DC Distribution Grids
In: Energies : open-access journal of related scientific research, technology development and studies in policy and management, 14 (18), 5630, 2021
[DOI: 10.3390/en14185630]

Wang, Ting (Corresponding author)
Liang, Liliuyuan
Feng, Xinrang
Ponci, Ferdinanda
Monti, Antonello

[Journal Article]
Investigating the pilot point ensemble Kalman filter for geostatistical inversion and data assimilation
In: Advances in water resources, 155, 104010, 2021
[DOI: 10.1016/j.advwatres.2021.104010]

Keller, Johannes (Corresponding author)
Franssen, Harrie-Jan Hendricks
Nowak, Wolfgang

[Journal Article]
Emulator-based global sensitivity analysis for flow-like landslide run-out models
In: Landslides, 18 (10), 3299-3314, 2021
[DOI: 10.1007/s10346-021-01690-w]

Zhao, Hu (Corresponding author)
Amann, Florian
Kowalski, Julia

[Contribution to a book, Journal Article]
County Clustering with Bioenergy as Flexible Power Unit in a Renewable Energy System
In: Energies : open-access journal of related scientific research, 14 (17), 5227, 2021
[DOI: 10.3390/en14175227]

Stößel, Laura Deborah (Corresponding author)
Poddie, Leila
Spratte, Tobias
Schelenz, Ralf
Jacobs, Georg

[Journal Article]
The sky is the limit : Assessing aircraft market diffusion with agent-based modeling
In: Journal of air transport management, 96, 102104, 2021
[DOI: 10.1016/j.jairtraman.2021.102104]

Liu, Xueying (Corresponding author)
Madlener, Reinhard

[Journal Article]
ACoolHeaD: Framework for Automated Cooling and Heating Demand calculations using spatially and temporally resolved building performance simulations applied to the estimation of heating demand in Germany
In: Energy and buildings, 252, 111442, 2021
[DOI: 10.1016/j.enbuild.2021.111442]

Vering, Christian (Corresponding author)
Otto, Andy
Mortimer, Marc
Mehrfeld, Philipp
Müller, Dirk

[Journal Article]
Simulation-based design optimization of heat pump systems considering building variations
In: Energy and buildings, 251, 111310, 2021
[DOI: 10.1016/j.enbuild.2021.111310]

Vering, Christian (Corresponding author)
Tanrikulu, Abdussamed
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a conference proceedings]
Influence of Cost Parameters on Optimal Design of Heat Pump Systems in Mixed-Integer Linear Programming
In: [The 34th International Conference On Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2021, 2021-06-27 - 2021-07-02, Taormina, Italy], 2021

Krützfeldt, Hannah (Corresponding author)
Vering, Christian
Mehrfeld, Philipp
Müller, Dirk

[Contribution to a conference proceedings]
Maximum Knowledge Gain through Minimum Number of Experiments: Optimal Experimental Design for Model Evaluation of Heat Pump Compressors
In: [The 34th International Conference On Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2021, 2021-06-27 - 2021-07-02, Taormina, Italy], 2021

Vering, Christian (Corresponding author)
Wüllhorst, Fabian
Möntenich, Julian
Venzik, Valerius
Müller, Dirk

[Contribution to a conference proceedings]
Towards an Integrated Design of Heat Pump Systems: Application and Assessment of Process Intensification using Two-Stage Optimization
In: [The 34th International Conference On Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2021, 2021-06-27 - 2021-07-02, Taormina, Italy], 2021

Vering, Christian (Corresponding author)
Wüllhorst, Fabian
Mehrfeld, Philipp
Müller, Dirk

[Journal Article]
A pathway to green growth? Macroeconomic impacts of power grid infrastructure investments in Germany
In: Energy policy, 156, 112289, 2021
[DOI: 10.1016/j.enpol.2021.112289]

Schreiner, Lena
Madlener, Reinhard (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
BIM2SIM - Development of semi-automated methods for the generation of simulation models using Building Information Modeling
In: Proceedings of Building Simulation 2021: 17th Conference of IBPSA / edited by D. Saelens, J. Laverge, W. Boydens and L. Helsen, 1244-1245, 2021
[DOI: 10.26868/25222708.2021.30228]

Jansen, David Paul
Fichter, Eric
Richter, Veronika Elisabeth
Barz, Andre
Brunkhorst, Jesse
et al.

[Contribution to a book, Contribution to a conference proceedings]
Examination of Reduced Order Building Models with Different Zoning Strategies to Simulate Larger Non-Residential Buildings Based on BIM as Single Source of Truth
In: Proceedings of 14th Modelica Conference 2021, Linköping: Sweden, September 20-24, 2021 / Editors: Martin Sjölund, Lena Buffoni, Adrian Pop, Lennart Ochel, 665-672, 2021
[DOI: 10.3384/ecp21181665]

Jansen, David Paul (Corresponding author)
Richter, Veronika Elisabeth
Cordoba Lopez, Diego
Mehrfeld, Philipp
Frisch, Jérôme
et al.

[Journal Article]
A simulative framework for a multi-regional assessment of local energy markets : A case of large-scale electric vehicle deployment in Germany
In: Applied energy, 299, 117249, 2021
[DOI: 10.1016/j.apenergy.2021.117249]

Cramer, Wilhelm (Corresponding author)
Schumann, Klemens
Andres, Michael
Vertgewall, Chris Martin
Monti, Antonello
et al.

[Contribution to a book, Contribution to a conference proceedings]
Fidelity Assessment of Real-Time Simulation of DC-DC Converters
In: 2021 IEEE Fourth International Conference on DC Microgrids (ICDCM), 2021
[DOI: 10.1109/ICDCM50975.2021.9504615]

Stevic, Marija
Roy, Gaurav Kumar
Wang, Ting
Yang, Zhiqing (Corresponding author)
Venugopal, Ravinder
et al.

[Contribution to a conference proceedings]
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams
In: [The 34th International Conference On Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Ecos 2021, 2021-06-27 - 2021-07-02, Taomina, Italy], 1-12, 2021

Stinner, Florian (Corresponding author)
Wiecek, Martin
Baranski, Marc
Kümpel, Alexander
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Distributed Diffusion-Oriented Cooperation for Power Sharing in Self-Expanding Microgrids
In: 2021 IEEE/IAS 57th Industrial and Commercial Power Systems Technical Conference (I&CPS) : [Proceedings] - IEEE, 2021. - ISBN 978-1-7281-8632-0 - doi:10.1109/ICPS51807.2021.9416592, 1-9, 2021
[DOI: 10.1109/ICPS51807.2021.9416592]

Lai, Jingang
Lu, Xiaoqing
Wang, Fei

[Book, Dissertation / PhD Thesis]
Design and assessment of grid-driven distributed cogeneration
In: E.ON Energy Research Center ; EBC, Energy efficient buildings and indoor climate 93, 2021
[DOI: 10.18154/RWTH-2021-08000]

Schumacher, Markus

[Contribution to a book, Journal Article]
Heterogeneous Inertia Estimation for Power Systems with High Penetration of Converter-Interfaced Generation
In: Energies : open-access journal of related scientific research, 14 (16), 5047, 2021
[DOI: 10.3390/en14165047]

Nouti, Diala Mohammad Ahmad (Corresponding author)
Ponci, Ferdinanda
Monti, Antonello

[Contribution to a book]
Datenmonetarisierung im Energiesystem und dessen Rolle bei der Entwicklung eines kundenorientierten Stromnetzes : Der Endkunde als aktiver Marktakteur fördert die Energiewende
In: Monetarisierung von technischen Daten: Innovationen aus Industrie und Forschung / Daniel Trauth, Thomas Bergs, Wolfgang Prinz (Hrsg.), 659-669, 2021
[DOI: 10.1007/978-3-662-62915-4_33]

Gross, Stephan (Corresponding author)
Lankes, Stefan (Corresponding author)
Ponci, Ferdinanda (Corresponding author)
Monti, Antonello (Corresponding author)