[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, Mark 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

[Buchbeitrag]
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

[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.

[Fachzeitschriftenartikel]
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)

[Fachzeitschriftenartikel]
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

[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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Objectives, Requirements and Implementation of a Service Restoration Algorithm for AC-DC Distribution Grids
In: SEST 2022 : 5th International Conference on Smart Energy Systems and Technologies : September 5-7, Eindhoven, The Netherlands / TU/e Eindhoven University of Technology ; IEEE, IEEE PES - Power & Energy Society, IAS - IEEE Industry Applications Society, IES - IEEE Industrial Electronics Society, PELS - IEEE Power Electronics Society, Netbeheer Nederland, OPAL-RT Technologies ; general chair: Nikolaos Paterakis, 6 Seiten, 2022
[DOI: 10.1109/SEST53650.2022.9898432]

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

[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

[Buchbeitrag, Beitrag zu einem Tagungsband]
On Dynamics of Communication-Based Distributed Consensus Control in Islanded Microgrids
In: SEST 2022 : 5th International Conference on Smart Energy Systems and Technologies : September 5-7, Eindhoven, The Netherlands / TU/e Eindhoven University of Technology ; IEEE, IEEE PES - Power & Energy Society, IAS - IEEE Industry Applications Society, IES - IEEE Industrial Electronics Society, PELS - IEEE Power Electronics Society, Netbeheer Nederland, OPAL-RT Technologies ; general chair: Nikolaos Paterakis, 6 Seiten, 2022
[DOI: 10.1109/SEST53650.2022.9898452]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Implementation of the online distributed voltage control based on containers
In: SEST 2022 : 5th International Conference on Smart Energy Systems and Technologies : September 5-7, Eindhoven, The Netherlands / TU/e Eindhoven University of Technology ; IEEE, IEEE PES - Power & Energy Society, IAS - IEEE Industry Applications Society, IES - IEEE Industrial Electronics Society, PELS - IEEE Power Electronics Society, Netbeheer Nederland, OPAL-RT Technologies ; general chair: Nikolaos Paterakis, 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)

[Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
Battery degradation diagnosis with field data, impedance-based modeling and artificial intelligence
In: Energy storage materials, 53, 391-403, 2022
[DOI: 10.1016/j.ensm.2022.08.021]

Li, Weihan (Corresponding author)
Chen, Jue
Quade, Katharina Lilith
Luder, Daniel
Gong, Jingyu
et al.

[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)

[Fachzeitschriftenartikel]
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

[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: 2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) : April 4-5, 2022, Aachen, Germany : proceedings / co-sponsored by IEEE - Indutrial Electronic Society ; technically supported by IEEE IES Technical Committee on Smart Grids (TC-SG), IEEE SMCS Technical Committee on Intelligent Industrial Systems (TC-IIS), 6 Seiten, 2022
[DOI: 10.1109/OSMSES54027.2022.9769104]

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

[Fachzeitschriftenartikel]
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.

[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.

[Bericht]
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.

[Buchbeitrag, Fachzeitschriftenartikel]
Market Review and Technical Properties of Electric Vehicles in Germany
In: Vehicles, 4 (4), 903-916, 2022
[DOI: 10.3390/vehicles4040049]

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

[Buch, Doktorarbeit]
Untersuchung der harmonischen Stabilität in Niederspannungsnetzen mittels experimentell ermittelter Komponentenimpedanzen
In: Aachener Beiträge zur Energieversorgung 220, 2022

Simon, Sandor

[Buchbeitrag, Fachzeitschriftenartikel]
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)

[Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
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.

[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), 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), 902-907, 2022
[DOI: 10.1109/MED54222.2022.9837140]

Eser, Steffen
Stoffel, Phillip
Kümpel, Alexander
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

[Buchbeitrag, Fachzeitschriftenartikel]
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

[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]
Innovative solutions to unlock grid flexibility enabled by EV charging stations : the areti experience in the platone project
In: CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems : 2-3 June 2022, 18-22, 2022
[DOI: 10.1049/icp.2022.0653]

Losa, Ilaria
Ginocchi, Mirko
De Luca, Ercole
Fedele, Gabriele
Cicala, Olivia

[Fachzeitschriftenartikel]
The influence of frequency containment reserve flexibilization on the economics of electric vehicle fleet operation
In: Journal of energy storage, 53, 105138, 2022
[DOI: 10.1016/j.est.2022.105138]

Figgener, Jan (Corresponding author)
Tepe, Benedikt
Rücker, Fabian
Schoeneberger, Ilka
Hecht, Christopher
et al.

[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, 3013-3019, 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), 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.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An agent-based energy management concept for V2X-capable EV charger clusters
In: CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems : 2-3 June 2022, 1-5, 2022
[DOI: 10.1049/icp.2022.0688]

Gümrükcü, Erdem (Corresponding author)
Akyün, Gülen (Corresponding author)
Yilmaz, Murat (Corresponding author)
Dähling, Stefan (Corresponding author)
Ponci, Ferdinanda (Corresponding author)
et al.

[Fachzeitschriftenartikel]
Introducing explainability in sequence-to-sequence learning for short-term load forecasting
In: Electric power systems research, 212, 108366, 2022
[DOI: 10.1016/j.epsr.2022.108366]

Gürses-Tran, Gonca (Corresponding author)
Körner, Tobias Alexander
Monti, Antonello

[Fachzeitschriftenartikel]
Extraction of frequency-dependent impedances of residential loads in low-voltage grids for harmonic stability assessment
In: Electric power systems research, 212 (108528), 1-8, 2022
[DOI: 10.1016/j.epsr.2022.108528]

Simon, Sandor (Corresponding author)
Winkens, Alexander
Monti, Antonello
Ulbig, Andreas

[Buchbeitrag, Fachzeitschriftenartikel]
Can we infer the percolation status of 3D fractured media from 2D outcrops?
In: Engineering geology, 302, 106648, 2022
[DOI: 10.1016/j.enggeo.2022.106648]

Zhu, Weiwei
Lei, Gang
He, Xupeng
Yang, Yafan
Santoso, Ryan Kurniawan
et al.

[Buchbeitrag, Fachzeitschriftenartikel]
TSO-DSO-Customer coordination for purchasing flexibility system services: Challenges and lessons learned from a demonstration in Sweden
In: IEEE transactions on power systems, 37 (Early Access), 1-13, 2022
[DOI: 10.1109/TPWRS.2022.3188261]

Ruwaida, Yvonne
Chaves-Avila, Jose Pablo
Etherden, Nicholas
Gomez-Arriola, Ines (Corresponding author)
Gürses-Tran, Gonca
et al.

[Buchbeitrag]
Geological Modeling 4.0 : from Static Models to Dynamic Tools
In: Handbook Industry 4.0 : law, technology, society / Walter Frenz, editor, 807-819, 2022
[DOI: 10.1007/978-3-662-64448-5_42]

Wellmann, Jan Florian (Corresponding author)