[Contribution to a conference proceedings]
Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system
In: [The 33rd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, ECOS2020, 2020-06-29 - 2020-07-03, Osaka, Japan], 2020

Schreiber, Thomas Bruno
Baranski, Marc
Müller, Dirk
Netsch, Christoph
Storek, Thomas Peter Bruno
et al.

[Contribution to a conference proceedings]
Multi-objective optimization for the systematic identification and scheduling of modernization measures for non-residential buildings
In: Proceedings of ECOS 2020 - The 33rd International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, June 29-July 3, 2020, Osaka, Japan, 1-13, 2020

Richarz, Jan
Eller, Phillip
Henn, Sarah
Osterhage, Tanja
Müller, Dirk

[Journal Article]
Quantifying Demand Balancing in Bidirectional Low Temperature Networks
In: Energy and buildings, 224, 110245, 2020
[DOI: 10.1016/j.enbuild.2020.110245]

Wirtz, Marco
Kivilip, Lukas
Remmen, Peter
Müller, Dirk

[Contribution to a book]
Natural Language Processing für Kennzeichnungssysteme im Bestand am Beispiel von VDI 3814
In: KI Kälte · Luft · Klimatechnik, 38-42, 2020

Stinner, Florian
Neißer-Deiters, Paul-Werner
Baranski, Marc
Müller, Dirk

[Journal Article]
Multi-Objective Optimization of Complex Measures on SupplyingEnergy to Rural Residential Buildings in Uzbekistan using RenewableEnergy Sources
In: Applied solar energy, 56, 137-148, 2020

Nürenberg, Markus
Halimov
Müller, Dirk
Iskandarov

[Contribution to a book]
Energietechnik 4.0
In: Handbuch Industrie 4.0 : Recht, Technik, Gesellschaft / Walter Frenz, Hrsg., 879-902, 2019
[DOI: 10.1007/978-3-662-58474-3_45]

Müller, Dirk
Osterhage, Tanja
Richarz, Jan
Beckhölter, Tobias
Remy, Sebastian
et al.

[Journal Article]
Real-world application of machine-learning-based fault detection trained with experimental data
In: Energy : the international journal, 198, 117323, 2020
[DOI: 10.1016/j.energy.2020.117323]

Bode, Gerrit Thorben
Thul, Simon
Baranski, Marc
Müller, Dirk

[Journal Article]
Wunsch und Wirklichkeit - Was der Digitale Zwilling für Gebäude leisten kann
In: Facility-Management, 02, 34-36, 2020

Groß, Christian
Finster, Sören
Bauer, Philipp
Schalk, Roswitha
Wilfer, Walter
et al.

[Journal Article]
Model compendium, data, and optimization benchmarks for sector-coupled energy systems
In: Computers & chemical engineering, 135, 106760, 2020
[DOI: 10.1016/j.compchemeng.2020.106760]

Saß, Susanne
Faulwasser, Timm
Hollermann, Dinah Elena
Kappatou, Chrysoula Dimitra
Sauer, Dominique
et al.

[Journal Article]
5th Generation District Heating: A novel design approach based on mathematical optimization
In: Applied energy, 260, 114158, 2019
[DOI: 10.1016/j.apenergy.2019.114158]

Wirtz, Marco
Kivilip, Lukas
Remmen, Peter
Müller, Dirk

[Journal Article]
Einsatz von gepulsten Zuluftstrahlen
In: Heizung, Lüftung, Klima, Haustechnik, 71 (1), 42-45, 2020

Findeisen, Lea
Röder, Tim Alexander
Lichtner, Eugen
Zielke, Benjamin
Kriegel, Martin
et al.

[Journal Article]
Dynamic evaluations of heat pump and micro combined heat and power systems using the hardware-in-the-loop approach
In: Journal of building engineering, 28 (101032), 2019
[DOI: 10.1016/j.jobe.2019.101032]

Mehrfeld, Philipp
Nürenberg, Markus
Knorr, Martin
Schinke, Lars
Beyer, Maximilian
et al.

[Contribution to a conference proceedings, Journal Article]
Takeshi: Application of unsupervised machine learning techniques for topology detection in building energy systems
In: Journal of physics / Conference series, 1343, 012041, 2019
[DOI: 10.1088/1742-6596/1343/1/012041]

Stinner, Florian
Raßpe-Lange, Lukas
Baranski, Marc
Müller, Dirk

[Contribution to a conference proceedings, Journal Article]
Aikido: Structuring data point identifiers of technical building equipment by machine learning
In: Journal of physics / Conference series, 1343, 012039, 2019
[DOI: 10.1088/1742-6596/1343/1/012039]

Stinner, Florian
Neißer-Deiters, Paul
Baranski, Marc
Müller, Dirk

[Abstract, Contribution to a conference proceedings]
Künstliche Intelligenz für Kennzeichnungssysteme nach VDI 3814 in Bestandsanlagen
In: Deutsche Kälte- und Klimatagung 2019, Ulm, 20. - 22. November 2019 : Kurzfassungen / Veranstalter: Deutscher Kälte- und Klimatechnischer Verein e.V., 65-65, 2019

Stinner, Florian
Neißer-Deiters, Paul
Baranski, Marc
Kümpel, Alexander
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Optimal design and operation of large-scale heat pumps in district heating and cooling systems
In: 32nd International Conference on Efficiency, Costs, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2019) : Wrocław, Poland, 23-28 June 2019 : conference proceedings / Volume Editors: Stanek W., Gladysz P., Werle S., Adamczyk W., 697-709, 2019

Wirtz, Marco
Kivilip, Lukas
Remmen, Peter
Müller, Dirk

[Journal Article]
Validation and integration of a latent heat storage model into building envelopes of a high-order building model for Modelica library AixLib
In: Energy and buildings, 202, 109336, 2019
[DOI: 10.1016/j.enbuild.2019.109336]

Halimov, Akbar
Lauster, Moritz Robert
Müller, Dirk

[Proceedings]
Tagungsband 2. Kongress ENERGIEWENDEBAUEN | digital - flexibel - vernetzt
In: 2. Kongress ENERGIEWENDEBAUEN : digital - flexibel - vernetzt Berlin 2019-01-28 - 2019-01-29, 2019

Müller, Dirk
Beckhölter, Tobias
Osterhage, Tanja
Gundlach, Amely
Remy, Sebastian
et al.

[Contribution to a book, Contribution to a conference proceedings]
Monitoring, Analyse der Energieeffizienz und nachhaltige Nutzung eines Geothermiefeldes zur Gebäudeklimatisierung
In: Der Geothermie Kongress 2019 : 19.-21. November, München, Gaszählerwerkstatt : Kongressband / Schirmherr: Peter Altmaier, Bundesminister für Wirtschaft und Energie, 1 CD-ROM, 2019

Stoffel, Phillip
Baranski, Marc
Schreiber, Thomas Bruno
Müller, Dirk

[Book, Dissertation / PhD Thesis]
Multiskalare Modellierung integrierter Energie- und Elektrizitätssysteme, 1 Online-Ressource (XXV, 384 Seiten) : Illustrationen, Diagramme, Karten, 2019

Pesch, Thiemo Christian

[Contribution to a book, Contribution to a conference proceedings]
Refinement of Dynamic Non-Residential Building Archetypes Using Measurement Data and Bayesian Calibration
In: Proceedings of Building Simulation 2019 : 16th Conference of IBPSA : Rome, Italy, 2-4 September 2019 / edited by V. Corrado, E. Fabrizio, A. Gasparella, and F. Patuzzi, 4682-4689, 2019
[DOI: 10.26868/25222708.2019.211109]

Remmen, Peter
Schäfer, Julian
Müller, Dirk

[Report]
Entwicklung eines Energieversorgungskonzeptes mit modellbasierter prädiktiver Regelung anhand einer Living Roadmap am Beispiel des Forschungszentrums Jülich : Schlussbericht : EnEff:Stadt, EnEff:Campus: LivingRoadmap, 221 Seiten, 2019
[DOI: 10.2314/KXP:168713295X]

Müller, Dirk
van Treeck, Christoph Alban
Streblow, Rita
Frisch, Jérôme
Mans, Michael
et al.

[Journal Article]
CGRP Signaling via CALCRL Increases Chemotherapy Resistance and Stem Cell Properties in Acute Myeloid Leukemia
In: International journal of molecular sciences, 20 (23), 5826, 2019
[DOI: 10.3390/ijms20235826]

Gluexam, Tobias
Grandits, Alexander M.
Schlerka, Angela
Nguyen, Chi Huu
Etzler, Julia
et al.

[Journal Article]
Stochastic Distributed Frequency and Load Sharing Control for Microgrids With Communication Delays
In: IEEE systems journal, 13 (4), 4269-4280, 2019
[DOI: 10.1109/JSYST.2019.2901711]

Lai, Jingang
Lu, Xiaoqing
Yu, Xinghuo

[Journal Article]
Wärmenetze der 5. Generation : Thermische Netze als Plattform für den Energieausgleich zwischen Gebäuden
In: Transforming cities, 2019 (4), 80-83, 2019

Remmen, Peter
Blacha, Tobias Sebastian
Mans, Michael
Wirtz, Marco
Müller, Dirk

[Journal Article]
Wärmenetze der 5. Generation als Schlüsseltechnologie für die urbane Wärmewende?
In: Euroheat & Power, 2019 (9), 30-34, 2019

Remmen, Peter
Blacha, Tobias Sebastian
Mans, Michael
Wirtz, Marco
Streblow, Rita
et al.

[Contribution to a conference proceedings]
Betriebsoptimale Auslegung von Wärmepumpensystemen
In: [Deutsche Kälte- und Klimatagung 2019 Ulm, 2019-11-21 - 2019-11-22, Ulm, Germany], 2019

Vering, Christian
Maier, Laura Maria
Brinkmann, Katharina Theresa
Krützfeldt, Hannah
Nürenberg, Markus
et al.

[Contribution to a book, Contribution to a conference proceedings, Journal Article]
Application of the open-source cloud platform FIWARE for future building energy management systems
In: Journal of physics / Conference series Conference series, 1343, 012063, 2019
[DOI: 10.1088/1742-6596/1343/1/012063]

Storek, Thomas Peter Bruno
Lohmöller, Johannes
Kümpel, Alexander
Baranski, Marc
Müller, Dirk

[Contribution to a book]
Technisch realisierbar, sozial verträglich, legislativ umsetzbar : Wie gelingt die Wärmewende?
In: Cross-sektorale Campus-Konzepte für die Wärmewende : Dokumentation des 6. Projektleitertreffens, Potsdam, 06.-07. Mai 2019 / Herausgeber: Wissenschaftliche Begleitforschung Energiewendebauen, RWTH Aachen University, Lehrstuhl für Gebäude- und Raumklimatechnik, 13-21, 2019

Richarz, Jan
Beckhölter, Tobias
Remy, Sebastian
Osterhage, Tanja
van Treeck, Christoph Alban

[Contribution to a book, Contribution to a conference proceedings, Journal Article]
A cloud-based operation optimization of building energy systems using a hierarchical multi-agent control
In: Journal of physics / Conference series Conference series, 1343, 012053, 2019
[DOI: 10.1088/1742-6596/1343/1/012053]

Kümpel, Alexander
Storek, Thomas Peter Bruno
Baranski, Marc
Schumacher, Markus
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Using the Hardware-in-the-Loop concept for energetic evaluation of heat generators
In: E3S Web of Conferences, 01062, 2019
[DOI: 10.1051/e3sconf/201911101062]

Knorr, Martin
Seifert, Joachim
Schinke, Lars
Beyer, Maximilian
Mehrfeld, Philipp
et al.

[Contribution to a book, Contribution to a conference proceedings]
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems
In: Proceedings of Building Simulation 2019 : 16th Conference of IBPSA : Rome, Italy, 2-4 September 2019 / edited by V. Corrado, E. Fabrizio, A. Gasparella, and F. Patuzzi, 900-907, 2019
[DOI: 10.26868/25222708.2019.210992]

Storek, Thomas Peter Bruno
Esmailzadeh, Asad
Mehrfeld, Philipp
Schumacher, Markus
Baranski, Marc
et al.

[Contribution to a book, Contribution to a conference proceedings]
Calibration of a Hybrid Heat Pump System and Application of an Energy Manager in Building Performance Simulations
In: Proceedings of Building Simulation 2019 : 16th Conference of IBPSA : Rome, Italy, 2-4 September 2019 / edited by V. Corrado, E. Fabrizio, A. Gasparella, and F. Patuzzi, 4522-4529, 2019
[DOI: 10.26868/25222708.2019.210350]

Mehrfeld, Philipp
Steinbach, Martin
Nürenberg, Markus
Lauster, Moritz Robert
Müller, Dirk

[Contribution to a conference proceedings, Journal Article]
From plans to programs : a holistic toolchain for building data applications
In: Journal of physics / Conference Series Conference Series, 1343, 012117, 2019
[DOI: 10.1088/1742-6596/1343/1/012117]

Bode, Gerrit Thorben
Stinner, Florian
Baranski, Marc
Brümmendorf, Erik
Cai, Xiaoye
et al.

[Contribution to a conference proceedings, Journal Article]
Cloud, wireless technology, internet of things : the next generation of building automation systems?
In: Journal of physics / Conference Series Conference Series, 1343, 012059, 2019
[DOI: 10.1088/1742-6596/1343/1/012059]

Bode, Gerrit Thorben
Baranski, Marc
Schraven, Markus Hans
Kümpel, Alexander
Storek, Thomas Peter Bruno
et al.

[Contribution to a conference proceedings, Journal Article]
Distributed model predictive control of building energy systems coupled to geothermal fields
In: Journal of physics / Conference Series Conference Series, 1343, 012074, 2019
[DOI: 10.1088/1742-6596/1343/1/012074]

Baranski, Marc
Stoffel, Phillip
Kümpel, Alexander
Stiller, Martin
Storek, Thomas Peter Bruno
et al.

[Book]
Cross-sektorale Campus-Konzepte für die Wärmewende : Dokumentation des 6. Projektleitertreffens : Potsdam, 06.-07. Mai 2019, 52 Seiten : Illustrationen, Diagramme, Karten, 2019

 

[Report]
Abschlussbericht zum Verbundvorhaben: Zukünftige hydraulische Systeme für die Verteilung von Wärme und Kälte in modernen neuen oder sanierten Gebäuden mit unterschiedlichen Abnehmern und Erzeugern [ZUGABE] : Gemeinschaftlicher Abschlussbericht über alle Teilprojekte : Förderkennzeichen: 03ET1298A und 03ET1298B : Projektlaufzeit: 06/2015 - 12/2018, XIII, 208 Seiten : Illustrationen, Diagramme, 2019
[DOI: 10.2314/KXP:1681401762]

Flach, Matthias
Glück, Felix
Knapp, Thomas
Oppermann, Jens
Schmied, Stephan
et al.

[Book, Dissertation / PhD Thesis]
Thermischer Komfort bei Quellluftströmungen, 1 Online-Ressource (xxxv, 237 Seiten) : Illustrationen, Diagramme, 2019

Möhlenkamp, Martin Georg

[Journal Article]
Ventilation efficiency of decentralized alternating residential ventilation units
In: The REHVA European HVAC journal, 56 (4), 8-12, 2019

Hartmann, Thomas
Klein, Bernd
Knaus, Christine
Mathis, Paul
Müller, Dirk
et al.

[Contribution to a book, Contribution to a conference proceedings]
Implementierung von CO2-basierten Algorithmen zur Raumbelegungsbestimmung zur Steuerung von dezentralen Fassadenlüftungsgeräten in Büroumgebungen
In: Bauphysiktage Weimar 2019 : 25.-26. September 2019, Weimar : Tagungsunterlagen / Bauhaus-Universität Weimar, Fakultät Bauingenieurwesen, 2019

Nienaber, Felix
Rewitz, Kai
Müller, Dirk

[Journal Article]
Automated data-driven modeling of building energy systems via machine learning algorithms
In: Energy and buildings, 202, 109384, 2019
[DOI: 10.1016/j.enbuild.2019.109384]

Rätz, Martin
Javadi, Amir Pasha
Baranski, Marc
Finkbeiner, Konstantin
Müller, Dirk

[Contribution to a book, Journal Article]
AixOCAT: Open-Source-Bibliothek für Automationssysteme
In: atp Magazin, 9, 48-51, 2019

Schraven, Markus Hans
Kümpel, Alexander
Baranski, Marc
Storek, Thomas Peter Bruno
Mersch, Matthias
et al.

[Journal Article]
Validation, optimisation and comparison of carbon dioxide-based occupancy estimation algorithms
In: Indoor + built environment, 1-15, 2019
[DOI: 10.1177/1420326X19871332]

Nienaber, Felix
Wolf, Sebastian
Wesseling, Mark Thomas
Calì, Davide
Müller, Dirk
et al.

[Journal Article]
Betriebsoptimierung der Wärmeerzeugung eines Nahwärmenetzes unter zeitvarianten Randbedingungen
In: Euroheat & power, 48 (7/8), 27-37, 2019

Lengyl, Vivien
Maximini, Marius
Henn, Sarah
Osterhage, Tanja
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings, Journal Article]
Modeling of Petri-Net-based control algorithms for the simulation-based improvement of the planning process of building energy systems
In: Journal of physics / Conference Series, 1343, 012123, 2019
[DOI: 10.1088/1742-6596/1343/1/012123]

Cai, Xiaoye
Schild, Thomas Peter
Schreiber, Thomas Bruno
Baranski, Marc
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Real-world application of machine-learning-based fault detection trained with experimental data
In: 32nd International Conference on Efficiency, Costs, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2019) : Wrocław, Poland, 23-28 June 2019 : conference proceedings / Volume Editors: Stanek W., Gladysz P., Werle S., Adamczyk W., 157-168, 2019

Bode, Gerrit Thorben
Thul, Simon
Baranski, Marc
Müller, Dirk

[Contribution to a book, Contribution to a conference proceedings]
Enabling ESP32-based IoT Applications in Building Automation Systems
In: 2019 IEEE Workshop on Metrology for Industry 4.0 and Internet of Things : proceedings : Naples, Italy, June 4-6, 2019, 2019
[DOI: 10.1109/METROI4.2019.8792852]

Guarnieri Calo' Carducci, Carlo
Monti, Antonello
Schraven, Markus Hans
Schumacher, Markus
Müller, Dirk

[Contribution to a conference proceedings]
Designing a Development Board for Research on IoT Applications in Building Automation Systems
In: 36th International Symposium on Automation and Robotics in Construction (ISARC 2019) / [conference co-chair: Mohamed Al-Hussein (University of Alberta, Canada), Ahmed Bouferguene (University of Alberta, Canada), Ying Hei Chui (University of Alberta, Canada), Rafiq Ahmad (University of Alberta, Canada), Dongping Fang (Tsinghua University, China) ; organizer: University of Alberta, Hole School of Construction Engineering, Department of Civil & Environmental Engineering ; organizing partners: International Association for Automation and Robotics in Construction (IAARC); University of Alberta, Canada; Modular Building Institute, USA; Edinburgh Napier University, Scotland; Washington State University, USA; University of Florida, USA; University of Northern British Columbia, Canada; Concordia University, Montreal, Canada; Harbin Institute of Technology, Chin], 82-90, 2019
[DOI: 10.22260/ISARC2019/0012]

Schraven, Markus Hans
Guarnieri Calo' Carducci, Carlo
Baranski, Marc
Müller, Dirk
Monti, Antonello

[Journal Article]
Exergy-based control strategies for the efficient operation of building energy systems
In: Journal of cleaner production, 241, 118277, 2019
[DOI: 10.1016/j.jclepro.2019.118277]

Sayadi, Saeed
Tsatsaronis, George
Morosuk, Tatiana
Baranski, Marc
Sangi, Roozbeh
et al.