[Contribution to a book, Journal Article]
Graph-based research field analysis by the use of natural language processing: An overview of German energy research
In: Technological forecasting and social change, 186 (Part B), 122139, 2022
[DOI: 10.1016/j.techfore.2022.122139]

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

[Journal Article]
Open source platform application for smart building and smart grid controls
In: Automation in construction, 145, 104622, 2022
[DOI: 10.1016/j.autcon.2022.104622]

Blechmann, Sebastian (Corresponding author)
Sowa, Igor Piotr
Schraven, Markus Hans
Streblow, Rita
Müller, Dirk
et al.

[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

[Journal Article]
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

[Journal Article]
Uncertainty quantification of geological model parameters in 3D gravity inversion by Hessian-informed Markov chain Monte Carlo
In: Geophysics, 88 (1), 1-78, 2022
[DOI: 10.1190/geo2021-0728.1]

Liang, Zhouji
Wellmann, Jan Florian
Ghattas, Omar

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

Richarz, Jan
Hering, Dominik
Müller, Dirk

[Contribution to a conference proceedings]
Acoustic measurements and psychoacoustic analyses of ventilation diffusers
In: [International Congress and Exposition on Noise Control Engineering, Inter-Noise 2022, 2022-08-21 - 2022-08-24, Glasgow, UK], 2022

Stürenburg, Lara
Ostmann, Philipp
Aspöck, Lukas
Müller, Dirk
Fels, Janina

[Contribution to a conference proceedings]
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

[Contribution to a book, Contribution to a conference proceedings]
A Conceptual Framework for Determining the Economically Optimal Level of Microgrid Resilience
In: Operations Research Proceedings 2021 : Selected Papers of the International Conference of the Swiss, German and Austrian Operations Research Societies (SVOR/ASRO, GOR e.V., ÖGOR), University of Bern, Switzerland, August 31 - September 3, 2021 / edited by Norbert Trautmann, Mario Gnägi, 194-199, 2022
[DOI: 10.1007/978-3-031-08623-6_30]

Vartak, Sammit
Madlener, Reinhard (Corresponding author)

[Talk (non-conference)]
Energiewende - 1. Investition oder Verzicht? 2. Nationale oder internationale Aufgabe?
In: disputatio academica Aachen 2022-05-18 - 2022-05-18, 2022

Schiffer, Carsten (Originator)
Hebing, Sönke
Kockel, Christina (Interviewee)
Kumpmann, Christina (Interviewee)
Priesmann, Jan (Interviewee)
et al.

[Contribution to a conference proceedings]
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

[Contribution to a conference proceedings]
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.

[Contribution to a book, Journal Article]
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

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

Richarz, Jan
Hering, Dominik
Müller, Dirk

[Contribution to a book, Journal Article]
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

[Contribution to a book]
Control of converter interfaced generation
In: Advances in Power System Modelling, Control and Stability Analysis / Milano, Federico, 389-416, 2022
[DOI: 10.1049/PBPO217E_ch11]

D'Arco, Salvatore
Monti, Antonello
Heins, Tobias
Suul, Jon Are

[Journal Article]
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.

[Journal Article]
3D multi-physics uncertainty quantification using physics-based machine learning
In: Scientific reports, 12 (1), 17491, 2022
[DOI: 10.1038/s41598-022-21739-7]

Degen, Denise Melanie (Corresponding author)
Cacace, Mauro
Wellmann, Jan Florian (Last author)

[Journal Article]
Automated geological model updates during TBM operation - An approach based on probabilistic machine learning concepts
In: Geomechanics and tunnelling = Geomechanik und Tunnelbau, 15 (5), 635-641, 2022
[DOI: 10.1002/geot.202200053]

Wellmann, Jan Florian (Corresponding author)
Amann, Florian
de la Varga, Miguel
Chudalla, Nils

[Contribution to a conference proceedings]
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

[Contribution to a conference proceedings]
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

[Contribution to a conference proceedings]
Automatic Model Selection and the Use of Representative Days in Approximate Model Predictive Control Applications for Heat Pump Systems
In: [The 35th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2022, 2022-07-03 - 2022-07-07, Copenhagen, Denmark], 2022

Maier, Laura Maria
Shamovich, Maxim
Hering, Dominik
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Objectives, Requirements and Implementation of a Service Restoration Algorithm for AC-DC Distribution Grids
In: 2022 International Conference on Smart Energy Systems and Technologies (SEST), 5-7 Sept. 2022, 6 Seiten, 2022
[DOI: 10.1109/SEST53650.2022.9898432]

Dognini, Alberto (Corresponding author)
Ponci, Ferdinanda (Corresponding author)
Monti, Antonello (Corresponding author)

[Contribution to a conference proceedings]
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

[Contribution to a book, Contribution to a conference proceedings]
Review of the assumption of ideal mixed ventilation and estimation of attendances at trade fairs in exhibition halls
In: [16th ROOMVENT Conference, ROOMVENT 2022, 2022-09-16 - 2022-09-19, Xi'an, Peoples R China], [1]-4, 2022
[DOI: 10.1051/e3sconf/202235601002]

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

[Contribution to a book, Contribution to a conference proceedings]
On Dynamics of Communication-Based Distributed Consensus Control in Islanded Microgrids
In: 2022 International Conference on Smart Energy Systems and Technologies (SEST), 5-7 Sept. 2022, 6 Seiten, 2022
[DOI: 10.1109/SEST53650.2022.9898452]

Sowa, Igor Piotr (Corresponding author)
Monti, Antonello (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Implementation of the online distributed voltage control based on containers
In: 2022 International Conference on Smart Energy Systems and Technologies (SEST), 5-7 Sept. 2022, 6 Seiten, 2022
[DOI: 10.1109/SEST53650.2022.9898150]

De Din, Edoardo (Corresponding author)
Pitz, Manuel (Corresponding author)
Ponci, Ferdinanda (Corresponding author)
Monti, Antonello (Corresponding author)

[Journal Article]
Enhancing fracture network characterization: A data-driven, outcrop-based analysis
In: Computers and geotechnics, 152, 104997, 2022
[DOI: 10.1016/j.compgeo.2022.104997]

Zhu, Weiwei
He, Xupeng
Santoso, Ryan Kurniawan
Lei, Gang
W. Patzek, Tadeusz
et al.

[Journal Article]
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

[Journal Article]
Hybrid Dynamic Phasor Modeling Approaches for Accurate Closed-Loop Simulation of Power Converters
In: IEEE access, 10, 101643-101655, 2022
[DOI: 10.1109/ACCESS.2022.3208963]

Gurumurthy, Sriram Karthik (Corresponding author)
Mirz, Markus
Amevor, Bernard S.
Ponci, Ferdinanda
Monti, Antonello

[Conference Presentation]
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

[Contribution to a conference proceedings]
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

[Journal Article]
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

[Contribution to a book, Contribution to a conference proceedings]
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)

[Journal Article]
Impacts of fracture properties on the formation and development of stimulated reservoir volume: A global sensitivity analysis
In: Journal of petroleum science and engineering, 217, 110852, 2022
[DOI: 10.1016/j.petrol.2022.110852]

Zhu, Weiwei
He, Xupeng
Li, Yiteng
Lei, Gang
Santoso, Ryan Kurniawan
et al.

[Journal Article]
Decentralized Energy Management Concept for Urban Charging Hubs with Multiple V2G Aggregators
In: IEEE transactions on transportation electrification, 1-14, 2022
[DOI: 10.1109/TTE.2022.3208627]

Gümrükcü, Erdem
Klemets, Jonatan Ralf Axel
Suul, Jon Are
Ponci, Ferdinanda
Monti, Antonello

[Book]
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.

[Report]
An Analysis of Drivers and Barriers for the uptake of Digital Platforms in Europe : Position Paper, 2022
[DOI: 10.18154/RWTH-2022-09083]

Pourabdollahian, Golboo (Editor)
Micheletti, Giorgio (Editor)
Arvanitis, Theodoros N.
Augustin, David
Bhullar, Gash
et al.

[Book, Dissertation / PhD Thesis]
Untersuchung der harmonischen Stabilität in Niederspannungsnetzen mittels experimentell ermittelter Komponentenimpedanzen
In: Aachener Beiträge zur Energieversorgung 220, 2022

Simon, Sandor

[Contribution to a book, Journal Article]
Policy implications of spatially differentiated renewable energy promotion : A multi-level scenario analysis of onshore wind auctioning in Germany
In: Energy policy, 169, 113158, 2022
[DOI: 10.1016/j.enpol.2022.113158]

Sheykhha, Siamak
Borggrefe, Frieder
Madlener, Reinhard (Corresponding author)

[Journal Article]
On the Partitioning of MMC Control Systems Using Graph Theory
In: IEEE open journal of power electronics, 3, 611-620, 2022
[DOI: 10.1109/OJPEL.2022.3204558]

Jahn, Ilka (Corresponding author)
Chaffey, Geraint (Corresponding author)
Prieto-Araujo, Eduardo (Corresponding author)
Hoffmann, Melanie (Corresponding author)
Alvarez, Rodrigo (Corresponding author)
et al.

[Journal Article]
Frequency Control of Low Inertia Power Grids With Fuel Cell Systems in Distribution Networks
In: IEEE access, 10, 71530-71544, 2022
[DOI: 10.1109/ACCESS.2022.3187099]

Estebsari, Abouzar (Corresponding author)
Vogel, Steffen
Melloni, Renato
Stevic, Marija
Bompard, Ettore F.
et al.

[Journal Article]
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)

[Contribution to a book, Contribution to a conference proceedings]
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

[Contribution to a book, Contribution to a conference proceedings]
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

[Journal Article]
Review of automated time series forecasting pipelines
In: Review of automated time series forecasting pipelines, e1475, 2022
[DOI: 10.1002/widm.1475]

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

[Contribution to a book, Contribution to a conference proceedings]
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

[Journal Article]
Centralized Model Predictive Control for Transient Frequency Control in Islanded Inverter-Based Microgrids
In: IEEE transactions on power systems, 1-13, 2022
[DOI: 10.1109/TPWRS.2022.3189958]

Heins, Tobias (Corresponding author)
Joševski, Martina (Corresponding author)
Gurumurthy, Sriram Karthik (Corresponding author)
Monti, Antonello (Corresponding author)

[Contribution to a book, Journal Article]
Simultaneity Factors of Public Electric Vehicle Charging Stations Based on Real-World Occupation Data
In: World electric vehicle journal, 13 (7), 129, 2022
[DOI: 10.3390/wevj13070129]

Hecht, Christopher (Corresponding author)
Figgener, Jan
Sauer, Dirk Uwe

[Contribution to a conference proceedings]
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