Person

Marc Baranski

M. Sc.
Baranski, Marc
Institute for Energy Efficient Buildings and Indoor Climate

Address

Building: E.ON ERC, Geb.Nr. 4120

Room: 20.29

Mathieustraße 10

52074 Aachen

Contact

workPhone
Phone: +49 241 80 49780
Fax: +49 241 80 49769
 

Information

Fields of activity

As a team member of the team building automation, Marc Baranski researches advanced control approaches for building energy systems. In the project “exergy-based control”, he studies opportunities for the utilization of exergy analysis for control of heating and ventilation systems. He further implements novel control systems in the ERC main building.

CV

Marc Baranski studied industrial engineering with majors in mechanical engineering and specialization in energy engineering at RWTH Aachen University. After his Bachelor’s degree, he continued his studies in the Master’s programme Energy Engineering at RWTH and specialized in Renewable Energy Engineering.  Since 2015, he is a research associate at the Institute for Energy Efficient Buildings and Indoor Climate of the E.ON Energy Research Center at the RWTH Aachen University in the field of building automation.

 

Publications

Title Author(s)
Auto-generation of hybrid automata for real-time operation optimization of building energy systems
Contribution to a book, Contribution to a conference proceedings (2020)
Storek, Thomas Peter Bruno
Oberkirsch, Laurin
Kriwet, Jonathan
Baranski, Marc
Schreiber, Thomas Bruno
Müller, Dirk
National 5G Energy Hub : Application of the Open-Source Cloud Platform FIWARE for Future Energy Management Systems
Report (2020)
Baranski, Marc
Storek, Thomas Peter Bruno
Kümpel, Alexander
Blechmann, Sebastian
Streblow, Rita
Müller, Dirk
Gross, Stephan
Guarnieri Calo' Carducci, Carlo
Haghgoo, Maliheh
Sowa, Igor
Monti, Antonello
Knorr, Martin
Wiemann, Stephan
Haupt, Lars
Seifert, Joachim
Sychev, Ilya
Fitzek, Frank
Krahmer, Sebastian
Gasch, Etienne
Schegner, Peter
Farac, Robert
Williams, Fiona
Security-by-Design in der Gebäudeautomation
Report (2020)
Blechmann, Sebastian
Schraven, Markus Hans
Baranski, Marc
Müller, Dirk
Rothe, Andreas
Bruhn, Bruno
Ziegeldorf, Jan Henrik
Fütterer, Johannes Peter
Scheuffele, Bernd
Wallkötter, Florian
Pietersz, Mario
Jansen, Kai
Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system
Contribution to a conference proceedings (2020)
Schreiber, Thomas Bruno
Baranski, Marc
Müller, Dirk
Netsch, Christoph
Storek, Thomas Peter Bruno
Wang, Tianyuan
Eschweiler, Sören
Natural Language Processing für Kennzeichnungssysteme im Bestand am Beispiel von VDI 3814
Contribution to a book (2020)
Stinner, Florian
Neißer-Deiters, Paul-Werner
Baranski, Marc
Müller, Dirk
Real-world application of machine-learning-based fault detection trained with experimental data
Journal Article (2020)
Bode, Gerrit Thorben
Thul, Simon
Baranski, Marc
Müller, Dirk
Takeshi: Application of unsupervised machine learning techniques for topology detection in building energy systems
Contribution to a conference proceedings, Journal Article (2019)
Stinner, Florian
Raßpe-Lange, Lukas
Baranski, Marc
Müller, Dirk
Aikido: Structuring data point identifiers of technical building equipment by machine learning
Contribution to a conference proceedings, Journal Article (2019)
Stinner, Florian
Neißer-Deiters, Paul
Baranski, Marc
Müller, Dirk
Künstliche Intelligenz für Kennzeichnungssysteme nach VDI 3814 in Bestandsanlagen
Abstract, Contribution to a conference proceedings (2019)
Stinner, Florian
Neißer-Deiters, Paul
Baranski, Marc
Kümpel, Alexander
Müller, Dirk
Monitoring, Analyse der Energieeffizienz und nachhaltige Nutzung eines Geothermiefeldes zur Gebäudeklimatisierung
Contribution to a book, Contribution to a conference proceedings (2019)
Stoffel, Phillip
Baranski, Marc
Schreiber, Thomas Bruno
Müller, Dirk
Application of the open-source cloud platform FIWARE for future building energy management systems
Contribution to a book, Contribution to a conference proceedings, Journal Article (2019)
Storek, Thomas Peter Bruno
Lohmöller, Johannes
Kümpel, Alexander
Baranski, Marc
Müller, Dirk
A cloud-based operation optimization of building energy systems using a hierarchical multi-agent control
Contribution to a book, Contribution to a conference proceedings, Journal Article (2019)
Kümpel, Alexander
Storek, Thomas Peter Bruno
Baranski, Marc
Schumacher, Markus
Müller, Dirk
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems
Contribution to a book, Contribution to a conference proceedings (2019)
Storek, Thomas Peter Bruno
Esmailzadeh, Asad
Mehrfeld, Philipp
Schumacher, Markus
Baranski, Marc
Müller, Dirk
From plans to programs : a holistic toolchain for building data applications
Contribution to a conference proceedings, Journal Article (2019)
Bode, Gerrit Thorben
Stinner, Florian
Baranski, Marc
Brümmendorf, Erik
Cai, Xiaoye
Kümpel, Alexander
Schraven, Markus Hans
Schreiber, Thomas Bruno
Stoffel, Phillip
Storek, Thomas Peter Bruno
Müller, Dirk
Cloud, wireless technology, internet of things : the next generation of building automation systems?
Contribution to a conference proceedings, Journal Article (2019)
Bode, Gerrit Thorben
Baranski, Marc
Schraven, Markus Hans
Kümpel, Alexander
Storek, Thomas Peter Bruno
Nürenberg, Markus
Mueller, Dirk
Rothe, Andreas
Ziegeldorf, Jan Henrik
Fütterer, Johannes
Scheuffele, Bernd
Distributed model predictive control of building energy systems coupled to geothermal fields
Contribution to a conference proceedings, Journal Article (2019)
Baranski, Marc
Stoffel, Phillip
Kümpel, Alexander
Stiller, Martin
Storek, Thomas Peter Bruno
Schumacher, Markus
Müller, Dirk
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
Report (2019)
Flach, Matthias
Glück, Felix
Knapp, Thomas
Oppermann, Jens
Schmied, Stephan
Baranski, Marc
Kümpel, Alexander
Mathis, Paul
Matthes, Peter
Teichmann, Jens Philipp
Müller, Dirk
Automated data-driven modeling of building energy systems via machine learning algorithms
Journal Article (2019)
Rätz, Martin
Javadi, Amir Pasha
Baranski, Marc
Finkbeiner, Konstantin
Müller, Dirk
AixOCAT: Open-Source-Bibliothek für Automationssysteme
Contribution to a book, Journal Article (2019)
Schraven, Markus Hans
Kümpel, Alexander
Baranski, Marc
Storek, Thomas Peter Bruno
Mersch, Matthias
Bode, Gerrit Thorben
Nürenberg, Markus
Vering, Christian
Müller, Dirk
Modeling of Petri-Net-based control algorithms for the simulation-based improvement of the planning process of building energy systems
Contribution to a book, Contribution to a conference proceedings, Journal Article (2019)
Cai, Xiaoye
Schild, Thomas Peter
Schreiber, Thomas Bruno
Baranski, Marc
Müller, Dirk
Real-world application of machine-learning-based fault detection trained with experimental data
Contribution to a book, Contribution to a conference proceedings (2019)
Bode, Gerrit Thorben
Thul, Simon
Baranski, Marc
Müller, Dirk
Designing a Development Board for Research on IoT Applications in Building Automation Systems
Contribution to a conference proceedings (2019)
Schraven, Markus Hans
Guarnieri Calo' Carducci, Carlo
Baranski, Marc
Müller, Dirk
Monti, Antonello
Exergy-based control strategies for the efficient operation of building energy systems
Journal Article (2019)
Sayadi, Saeed
Tsatsaronis, George
Morosuk, Tatiana
Baranski, Marc
Sangi, Roozbeh
Müller, Dirk
Generating Generic Data Sets for Machine Learning Applications in Building Services Using Standardized Time Series Data
Contribution to a conference proceedings (2019)
Stinner, Florian
Yang, Yingying
Schreiber, Thomas Bruno
Bode, Gerrit Thorben
Baranski, Marc
Müller, Dirk
Dynamic data exchange mechanisms for entropy-aware self-organizing control agents
Contribution to a book, Contribution to a conference proceedings (2019)
Baranski, Marc
Kümpel, Alexander
Fütterer, Johannes Peter
Müller, Dirk
An automated feature selection for time-series classification in building automation and control systems
Contribution to a book, Contribution to a conference proceedings (2019)
Schreiber, Thomas Bruno
Bode, Gerrit Thorben
Baranski, Marc
Müller, Dirk
Hierarchical multi-agent control of HVAC systems
Contribution to a book, Contribution to a conference proceedings (2019)
Kümpel, Alexander
Baranski, Marc
Müller, Dirk
Comparative study of neighbor communication approaches for distributed model predictive control in building energy systems
Journal Article (2019)
Baranski, Marc
Meyer, Lina
Fütterer, Johannes Peter
Müller, Dirk
The Next Generation of Building Automation
Journal Article (2019)
Baranski, Marc
Bode, Gerrit Thorben
Schraven, Markus Hans
Müller, Dirk
Rothe, Andreas
Fuetterer, Johannes
Scheuffele, Bernd
A Representative Simulation Model for Benchmarking Building Control Strategies
Contribution to a conference proceedings (2019)
Kümpel, Alexander
Stinner, Florian
Gauch, Bastian
Baranski, Marc
Müller, Dirk
Exergieanalyse in der Gebäudeautomation
Journal Article (2019)
Baranski, Marc
Müller, Dirk
Sangi, Roozbeh
Sayadi, Saeed
Tsatsaronis, George
Morosuk, Tatiana
A time series clustering approach for Building Automation and Control Systems
Journal Article (2019)
Bode, Gerrit Thorben
Schreiber, Thomas Bruno
Baranski, Marc
Müller, Dirk
Gebäudeautomationssysteme in der Praxis : Höhere Regelalgorithmen
Report (2018)
Schild, Thomas Peter
Rademacher, Matti
Baranski, Marc
Müller, Dirk
Standardisierte digitale Daten für den energieeffizienten Betrieb von Anlagen der technischen Gebäudeausrüstung
Contribution to a conference proceedings (2018)
Stinner, Florian
Kornas, Alina
Baranski, Marc
Müller, Dirk
Réhault, Nicolas
Rist, Tim
Simulative Reglerentwicklung für raumlufttechnische Anlagen
Contribution to a book, Contribution to a conference proceedings (2018)
Kümpel, Alexander
Teichmann, Jens Philipp
Baranski, Marc
Müller, Dirk
Ein flexibles lebendes Labor für die Entwicklung und Erprobung von Cloud-basierten Regelungsalgorithmen für die Gebäudeautomation
Contribution to a conference proceedings (2018)
Baranski, Marc
Kümpel, Alexander
Schild, Thomas Peter
Schraven, Markus Hans
Stinner, Florian
Storek, Thomas Peter Bruno
Müller, Dirk
Fütterer, Johannes
A modular modelling approach for thermodynamic systems applied to heat pumps
Contribution to a conference proceedings (2018)
Storek, Thomas
Vering, Christian
Baranski, Marc
Müller, Dirk
Structuring building monitoring and automation system data
Journal Article (2018)
Stinner, Florian
Kornas, Alina
Baranski, Marc
Müller, Dirk
Modus-basierte Steuerungsentwicklung für modulare Energieversorgungssysteme
Contribution to a book, Contribution to a conference proceedings (2018)
Schild, Thomas Peter
Baranski, Marc
Müller, Dirk
Comparing unsupervised and supervised machine learning techniques to improve time-series classification in building and energy data
Contribution to a conference proceedings (2018)
Bode, Gerrit Thorben
Schreiber, Thomas Bruno
Baranski, Marc
Müller, Dirk
Experimental application of second-life batteries in non-residential buildings
Contribution to a conference proceedings (2018)
Bode, Gerrit Thorben
Baranski, Marc
Müller, Dirk
Distributed exergy-based simulation-assisted control of HVAC supply chains
Journal Article (2018)
Baranski, Marc
Fütterer, Johannes Peter
Müller, Dirk
Comparative study of simulation-assisted approaches for distributed model predictive control in building energy systems
Contribution to a conference proceedings (2018)
Baranski, Marc
Meyer, Lina
Fütterer, Johannes Peter
Müller, Dirk
Automatisierte simulationsgestützte Tests von Gebäudeautomationssoftware
Conference Presentation (2018)
Baranski, Marc
Müller, Dirk
Modellgestützte Regelung von Anlagen der Gebäudeklimatechnik
Contribution to a conference proceedings (2017)
Baranski, Marc
Fütterer, Johannes Peter
Müller, Dirk
Development of a generic model-assisted control algorithm for building HVAC systems
Contribution to a book, Contribution to a conference proceedings (2017)
Baranski, Marc
Fütterer, Johannes Peter
Müller, Dirk
Verwendung exergiebasierter Methoden für die Entwicklung eines neuartigen Regelungsansatzes in der Lüftungs- und Klimatechnik
Conference Presentation (2016)
Baranski, Marc
Sangi, Roozbeh
Fütterer, Johannes Peter
Müller, Dirk
Sayadi, Saeed
Tsatsaronis, George
Morosuk, Tatiana
An Algorithm for Stepwise Exergy-based Model Predictive Control of Building HVAC Supply Chains
Contribution to a book, Contribution to a conference proceedings (2016)
Baranski, Marc
Sangi, Roozbeh
Fütterer, Johannes Peter
Müller, Dirk
Modeling and simulation of the heating circuit of a multi-functional building
Journal Article (2015)
Sangi, Roozbeh
Baranski, Marc
Oltmanns, J.
Streblow, Rita
Müller, Dirk