Person
Marc Baranski
M. Sc.Team Leader
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 mayors 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) |
|---|---|
| A cloud-based operation optimization of building energy systems using a hierarchical multi-agent control Contribution to a conference proceedings, Journal Article (2019) | Kümpel, Alexander Storek, Thomas Baranski, Marc Schumacher, Markus 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 Schreiber, Thomas Stoffel, Phillip Storek, Thomas 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 Kümpel, Alexander Storek, Thomas Nürenberg, Markus Müller, 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 Axel 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 Axel 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 Axel Finkbeiner, Konstantin Müller, Dirk |
| AixOCAT: Open-Source-Bibliothek für Automationssysteme Contribution to a book, Journal Article (2019) | Schraven, Markus Hans Kümpel, Alexander Baranski, Marc Axel Storek, Thomas Peter Bruno Mersch, Matthias Bode, Gerrit Thorben Nürenberg, Markus Johannes 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 conference proceedings, Journal Article (2019) | Cai, Xiaoye Schild, Thomas Peter Schreiber, Thomas Bruno Baranski, Marc Axel Müller, Dirk |
| Real-world application of machine-learning-based fault detection trained with experimental data Contribution to a conference proceedings (2019) | Bode, Gerrit Thorben Thul, Simon Baranski, Marc Axel 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 Axel 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 Axel 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 Axel Müller, Dirk |
| Dynamic data exchange mechanisms for entropy-aware self-organizing control agents Contribution to a conference proceedings (2019) | Baranski, Marc Axel Kümpel, Alexander Fütterer, Johannes Peter Müller, Dirk |
| An automated feature selection for time-series classification in building automation and control systems Contribution to a conference proceedings (2019) | Schreiber, Thomas Bruno Bode, Gerrit Thorben Baranski, Marc Axel Müller, Dirk |
| Hierarchical multi-agent control of HVAC systems Contribution to a book, Contribution to a conference proceedings (2019) | Kümpel, Alexander Baranski, Marc Axel Müller, Dirk |
| Comparative study of neighbor communication approaches for distributed model predictive control in building energy systems Journal Article (2019) | Baranski, Marc Axel Meyer, Lina Fütterer, Johannes Peter Müller, Dirk |
| The Next Generation of Building Automation Journal Article (2019) | Baranski, Marc Axel 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 Axel Müller, Dirk |
| Exergieanalyse in der Gebäudeautomation Journal Article (2019) | Baranski, Marc Axel 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 Axel Müller, Dirk |
| Gebäudeautomationssysteme in der Praxis : Höhere Regelalgorithmen Report (2018) | Schild, Thomas Peter Rademacher, Matti Baranski, Marc Axel 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 Axel 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 Axel 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 Axel 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 Axel Müller, Dirk |
| Structuring building monitoring and automation system data Journal Article (2018) | Stinner, Florian Kornas, Alina Baranski, Marc Axel Müller, Dirk |
| Modus-basierte Steuerungsentwicklung für modulare Energieversorgungssysteme Contribution to a book, Contribution to a conference proceedings (2018) | Schild, Thomas Peter Baranski, Marc Axel 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 Axel Müller, Dirk |
| Experimental application of second-life batteries in non-residential buildings Contribution to a conference proceedings (2018) | Bode, Gerrit Thorben Baranski, Marc Axel Müller, Dirk |
| Distributed exergy-based simulation-assisted control of HVAC supply chains Journal Article (2018) | Baranski, Marc Axel 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 Axel Meyer, Lina Fütterer, Johannes Peter Müller, Dirk |
| Automatisierte simulationsgestützte Tests von Gebäudeautomationssoftware Conference Presentation (2018) | Baranski, Marc Axel Müller, Dirk |
| Modellgestützte Regelung von Anlagen der Gebäudeklimatechnik Contribution to a conference proceedings (2017) | Baranski, Marc Axel 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 Axel 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 |