[Contribution to a book, Contribution to a conference proceedings]
Automated generation of PLC code for implementing mode-based control algorithms in buildings
In: 2022 30th Mediterranean Conference on Control and Automation (MED) : [Proceedings], 2022
[DOI: 10.1109/MED54222.2022.9837182]

Cai, Xiaoye
Shi, Ruochen
Kümpel, Alexander
Muller, Dirk

[Contribution to a conference proceedings]
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

[Report]
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.

[Contribution to a conference proceedings]
An agent-based energy management concept for V2X-capable EV charger clusters
In: [CIRED Porto Workshop 2022 : E-mobility and power distribution systems, Hybrid Conference, Porto], 2022
[DOI: 10.1049/icp.2022.0688]

Gümrükcü, Erdem
Akyün, G.
Yilmaz, M.
Dähling, Stefan
Ponci, Ferdinanda
et al.

[Journal Article]
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

[Contribution to a book, Journal Article]
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.

[Journal Article]
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
Gürses-Tran, Gonca
et al.

[Contribution to a book]
Geological Modeling 4.0
In: Handbook Industry 4.0 : Law, Technology, Society / Walter Frenz, 807-819, 2022
[DOI: 10.1007/978-3-662-64448-5_42]

Wellmann, Florian

[Journal Article]
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

[Contribution to a conference proceedings]
Implementation of a User Feedback System and its Impact on User Satisfaction and Energy Demand
In: [IAQ 2020: Indoor Environmental Quality Performance Approaches, IAQ 2020, Athens, Greece], 2022

Nienaber, Felix
Kümpel, Alexander
Rewitz, Kai
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Comparative Assessment of Shifted Frequency Modeling in Transient Stability Analysis using the Open Source Simulator DPsim
In: 2022 Open Source Modelling and Simulation of Energy Systems (OSMSES) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-1008-3 - doi:10.1109/OSMSES54027.2022.9769135, 2022
[DOI: 10.1109/OSMSES54027.2022.9769135]

Nakti, Ghassen
Dinkelbach, Jan
Mirz, Markus
Monti, Antonello

[Journal Article]
Automated routing of feeders in electrical distribution grids
In: Electric power systems research, 211, 108217, 2022
[DOI: 10.1016/j.epsr.2022.108217]

Trageser, Marc Roland (Corresponding author)
Pape, Marc
Frings, Kira
Erlinghagen, Philipp
Kurth, Marcel
et al.

[Contribution to a conference proceedings]
Evaluation of machine learning methods for optimizing the defrosting process of air-to-water heat pumps
In: [15th IIR-Gustav Lorentzen conference on Natural Refrigerants, GL2022, 2022-06-13 - 2022-06-15, Trondheim, Norway], 2022
[DOI: 10.18462/iir.gl2022.0117]

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

[Book, Dissertation / PhD Thesis]
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

[Report]
Zukunft der Trinkwasserinstallation und -bereitstellung : Ergebniszusammenfassung : Fokustreffen Modul 2 (Gebäude) der Wissenschaftlichen Begleitforschung Energiewendebauen (BF EWB), 2022

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

[Journal Article]
Mitigating cascading failures of spatially embedded cyber-physical power systems by adding additional information links
In: Reliability engineering & system safety, 225, 108559, 2022
[DOI: 10.1016/j.ress.2022.108559]

Dong, Zhengcheng (Corresponding author)
Tian, Meng (Corresponding author)
Li, Xin
Lai, Jingang
Tang, Ruoli

[Contribution to a book, Journal Article]
Influences on the LVRT behavior of DFIG wind turbine systems
In: Journal of physics / Conference series, 2265 (2), 022075, 2022
[DOI: 10.1088/1742-6596/2265/2/022075]

Herzog, Fabian
Röder, Julian
Frehn, Anica Renate
Ruhe, N.
de Doncker, Rik W.

[Journal Article]
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

[Journal Article]
Failure-Tolerant Fully-Distributed OPF Algorithm for System-Level Control of Multi-Terminal DC Grids
In: Electric power systems research, 206, 107763, 2022
[DOI: 10.1016/j.epsr.2021.107763]

Korompili, Asimenia (Corresponding author)
Monti, Antonello

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

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

[Journal Article]
Advances in Time Series Forecasting Development for Power Systems Operation with MLOps
In: Forecasting, 4 (2), 501-524, 2022
[DOI: 10.3390/forecast4020028]

Gürses-Tran, Gonca (Corresponding author)
Monti, Antonello

[Journal Article]
Development of a Long-Term Operational Optimization Model for a Building Energy System Supplied by a Geothermal Field
In: Journal of thermal science, 2022, 1-9, 2022
[DOI: 10.1007/s11630-022-1616-7]

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

[Journal Article]
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

[Journal Article]
Which model features matter? An experimental approach to evaluate power market modeling choices
In: Energy : the international journal, 245, 123301, 2022
[DOI: 10.1016/j.energy.2022.123301]

Siala, Kais (Corresponding author)
Mier, Mathias
Schmidt, Lukas
Torralba-Díaz, Laura
Sheykhha, Siamak
et al.

[Journal Article]
Cloud-Based Optimal Control of Individual Borehole Heat Exchangers in a Geothermal Field
In: Journal of thermal science, 2022
[DOI: 10.1007/s11630-022-1639-0]

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

[Contribution to a book, Journal Article]
Electric Vehicle Public Charging Infrastructure Planning Using Real-World Charging Data
In: World electric vehicle journal, 13 (6), 94, 2022
[DOI: 10.3390/wevj13060094]

Mortimer, Benedict Justin (Corresponding author)
Hecht, Christopher (Corresponding author)
Goldbeck, Rafael (Corresponding author)
Sauer, Dirk Uwe
de Doncker, Rik W.

[Journal Article]
DC-Side Impedance Estimation of a Modular Multilevel Converter Through System Identification of a Partially Black-Boxed Control System
In: IEEE transactions on energy conversion, 1-14, 2022
[DOI: 10.1109/TEC.2022.3175802]

Nahalparvari, Mehrdad (Corresponding author)
Asoodar, Mohsen
Jahn, Ilka
Bessegato, Luca
Despouys, Olivier
et al.

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

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

[Journal Article]
Balancing group deviation & balancing energy costs due to the provision of frequency containment reserve with a battery storage system in Germany
In: International journal of electrical power & energy systems, 142, PArt B, 108327, 2022
[DOI: 10.1016/j.ijepes.2022.108327]

Koltermann, Lucas (Corresponding author)
Jacqué, Kevin
Figgener, Jan
Zurmühlen, Sebastian
Sauer, Dirk Uwe

[Journal Article]
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

[Contribution to a book, Journal Article]
Estimating the Subsurface Thermal Conductivity and Its Uncertainty for Shallow Geothermal Energy Use : A Workflow and Geoportal Based on Publicly Available Data
In: Energies, 15 (10), 3687, 2022
[DOI: 10.3390/en15103687]

Heim, Elisa (Corresponding author)
Laska, Marius
Becker, Ralf
Klitzsch, Norbert

[Journal Article]
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

[Journal Article]
Distributed Model Predictive Voltage Control for Distribution Grid based on Relaxation and Successive Distributed Decomposition
In: IEEE access, 10, 50508-50522, 2022
[DOI: 10.1109/ACCESS.2022.3171345]

De Din, Edoardo (Corresponding author)
Josevki, Martina
Pau, Marco
Ponci, Ferdinanda
Monti, Antonello

[Book, Dissertation / PhD Thesis]
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

[Journal Article]
Towards an integral decision-making process applied to the refrigerant selection in heat pumps
In: Renewable energy, 192, 815-827, 2022
[DOI: 10.1016/j.renene.2022.03.103]

Vering, Christian (Corresponding author)
Kroppa, Hendrik
Venzik, Valerius
Streblow, Rita
Müller, Dirk

[Dissertation / PhD Thesis]
On converter control interoperability in multi-terminal HVDC networks, 2022
[DOI: 10.18154/RWTH-2022-04910]

Loku, Fisnik

[Contribution to a book, Journal Article]
SST-Based Grid Reinforcement for Electromobility Integration in Distribution Grids
In: Energies : open-access journal of related scientific research, technology development and studies in policy and management, 15 (9), 3202, 2022
[DOI: 10.3390/en15093202]

Joglekar, Charukeshi Mayuresh
Mortimer, Benedict Justin
Ponci, Ferdinanda
Monti, Antonello
de Doncker, Rik W.

[Contribution to a book, Contribution to a conference proceedings]
Moving Beyond Open-Source Modelling: Why Open Control and Protection Software in Real Converters Will Be Useful
In: [1st International Workshop on Open Source Modelling and Simulation of Energy Systems, OSMSES 2022, 2022-04-04 - 2022-04-05, Aachen, Germany], 6 Seiten, 2022
[DOI: 10.1109/OSMSES54027.2022.9769139]

Jahn, Ilka (Corresponding author)
Nahalparvari, Mehrdad (Corresponding author)
Norrga, Staffan (Corresponding author)
Rogersten, Robert (Corresponding author)

[Journal Article]
ENTIRETY — sEmanNTIc pRovisioning and govErning ioT devices in smart energY domain
In: SoftwareX, 18, 101081, 2022
[DOI: 10.1016/j.softx.2022.101081]

Haghgoo, Maliheh (Corresponding author)
Sychev, Ilya
Monti, Antonello
Fitzek, Frank H. P.

[Book, Dissertation / PhD Thesis]
Strategic and behavioral responses of consumers and producers to energy and environmental policies
In: E.ON Energy Research Center ; FCN, Future energy consumer needs and behavior 104, 2022
[DOI: 10.18154/RWTH-2022-04293]

Atasoy, Ayse Tugba

[Book]
State of the Art in Deep Geothermal Energy in Europe : With Focus on Direct Heating
In: SpringerBriefs in Earth System Sciences, 2022
[DOI: 10.1007/978-3-030-96870-0]

Fink, Johanna
Heim, Elisa
Klitzsch, Norbert

[Contribution to a book, Journal Article]
Enhancing Building Monitoring and Control for District Energy Systems : Technology Selection and Installation within the Living Lab Energy Campus
In: Applied Sciences, 12 (7), 3305, 2022
[DOI: 10.3390/app12073305]

Althaus, Philipp
Redder, Florian
Ubachukwu, Eziama
Mork, Maximilian
Xhonneux, André (Corresponding author)
et al.

[Journal Article]
Energy informatics: key elements for tomorrow's energy system
In: Communications of the ACM : CACM, 65 (4), 58-63, 2022
[DOI: 10.1145/3511666]

Schmeck, Hartmut (Corresponding author)
Monti, Antonello
Hagenmeyer, Veit

[Book, Dissertation / PhD Thesis]
Towards resilient design of distribution grid automation system : an evaluation of its reliability against random failures and susceptibility to targeted attacks, 2022
[DOI: 10.18154/RWTH-2022-04057]

Sadu, Abhinav

[Journal Article]
IoT Middleware Platforms for Smart Energy Systems : An Empirical Expert Survey
In: Buildings : open access journal, 12 (5), 526, 2022
[DOI: 10.3390/buildings12050526]

Alfalouji, Qamar
Schranz, Thomas
Kümpel, Alexander
Schraven, Markus Hans
Storek, Thomas
et al.

[Contribution to a book, Journal Article]
Influence of the L-PBF Process Atmosphere on the Microstructure and Tensile Properties of AISI 318LN Duplex Stainless Steel
In: Journal of manufacturing and materials processing, 6 (2), 32, 2022
[DOI: 10.3390/jmmp6020032]

Mirz, Markus (Corresponding author)
Herzog, Simone
Broeckmann, Christoph
Kaletsch, Anke

[Journal Article]
A Service Oriented Architecture for the Digitalization and Automation of Distribution Grids
In: IEEE access, 10, 37050-37063, 2022
[DOI: 10.1109/ACCESS.2022.3164393]

Pau, Marco (Corresponding author)
Mirz, Markus
Dinkelbach, Jan
Mckeever, Padraic
Ponci, Ferdinanda
et al.

[Journal Article]
Optimal configuration and diversification of wind turbines : A hybrid approach to improve the penetration of wind power
In: Energy economics, 105, 105692, 2022
[DOI: 10.1016/j.eneco.2021.105692]

Klie, Leo
Madlener, Reinhard (Corresponding author)

[Journal Article]
An integrated modeling scheme for characterizing 3D hydrogeological heterogeneity of the New Jersey shelf
In: Marine geophysical research, 43 (2), 11, 2022
[DOI: 10.1007/s11001-022-09475-z]

Thomas, Ariel Tremayne (Corresponding author)
von Harten, Jan
Jusri, Tomi
Reiche, Sönke
Wellmann, Jan Florian

[Contribution to a book, Journal Article]
MATRYCS - A Big Data Architecture for Advanced Services in the Building Domain
In: Energies : open-access journal of related scientific research, technology development and studies in policy and management, 15 (7), 2568, 2022
[DOI: 10.3390/en15072568]

Pau, Marco (Corresponding author)
Kapsalis, Panagiotis
Pan, Zhiyu
Korbakis, George
Pellegrino, Dario
et al.