Application of two promising Reinforcement Learning algorithms for load shifting in a cooling supply system
Schreiber, Thomas, Eschweiler, Sören, Baranski, Marc, Müller, Dirk
Published in Energy and buildings (15.12.2020)
Published in Energy and buildings (15.12.2020)
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Journal Article
Automated data-driven modeling of building energy systems via machine learning algorithms
Rätz, Martin, Javadi, Amir Pasha, Baranski, Marc, Finkbeiner, Konstantin, Müller, Dirk
Published in Energy and buildings (01.11.2019)
Published in Energy and buildings (01.11.2019)
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Journal Article
A time series clustering approach for Building Automation and Control Systems
Bode, Gerrit, Schreiber, Thomas, Baranski, Marc, Müller, Dirk
Published in Applied energy (15.03.2019)
Published in Applied energy (15.03.2019)
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Journal Article
Exergy-based control strategies for the efficient operation of building energy systems
Sayadi, Saeed, Tsatsaronis, George, Morosuk, Tatiana, Baranski, Marc, Sangi, Roozbeh, Müller, Dirk
Published in Journal of cleaner production (20.12.2019)
Published in Journal of cleaner production (20.12.2019)
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Journal Article
Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system
Schreiber, Thomas, Netsch, Christoph, Eschweiler, Sören, Wang, Tianyuan, Storek, Thomas, Baranski, Marc, Müller, Dirk
Published in Energy (Oxford) (01.09.2021)
Published in Energy (Oxford) (01.09.2021)
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Journal Article
Modeling of Petri-Net-based control algorithms for the simulation-based improvement of the planning process of building energy systems
Cai, Xiaoye, Schild, Thomas, Schreiber, Thomas, Baranski, Marc, Müller, Dirk
Published in Journal of physics. Conference series (01.11.2019)
Published in Journal of physics. Conference series (01.11.2019)
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Journal Article
Distributed model predictive control of building energy systems coupled to geothermal fields
Baranski, Marc, Stoffel, Phillip, Kümpel, Alexander, Stiller, Martin, Storek, Thomas, Schumacher, Markus, Müller, Dirk
Published in Journal of physics. Conference series (01.11.2019)
Published in Journal of physics. Conference series (01.11.2019)
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Journal Article
From plans to programs: A holistic toolchain for building data applications
Bode, Gerrit, Stinner, Florian, Baranski, Marc, Brümmendorf, Erik, Cai, Xiaoye, Kümpel, Alexander, Schraven, Markus, Schreiber, Thomas, Stoffel, Phillip, Storek, Thomas, Müller, Dirk
Published in Journal of physics. Conference series (01.11.2019)
Published in Journal of physics. Conference series (01.11.2019)
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Journal Article
Cloud, wireless technology, internet of things: the next generation of building automation systems?
Bode, Gerrit, Baranski, Marc, Schraven, Markus, Kümpel, Alexander, Storek, Thomas, Nürenberg, Markus, Müller, Dirk, Rothe, Andreas, Ziegeldorf, Jan Henrik, Fütterer, Johannes, Scheuffele, Bernd
Published in Journal of physics. Conference series (01.11.2019)
Published in Journal of physics. Conference series (01.11.2019)
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Journal Article
Optimizing Building Energy Systems through BIM-enabled georeferenced Digital Twins
Blut, Christoph, Becker, Ralf, Kinnen, Tristan, Schluetter, Dominik, Emunds, Christoph, Frisch, Jérôme, Heidermann, Dirk, Wenthe, Matthias, Rettig, Tobias, Baranski, Marc, van Treeck, Christoph, Blankenbach, Joerg
Published in International archives of the photogrammetry, remote sensing and spatial information sciences. (01.01.2024)
Published in International archives of the photogrammetry, remote sensing and spatial information sciences. (01.01.2024)
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Journal Article
Conference Proceeding
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams
Stinner, Florian, Wiecek, Martin, Baranski, Marc, Kümpel, Alexander, Müller, Dirk
Year of Publication 31.08.2021
Year of Publication 31.08.2021
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Journal Article
Using genetic algorithm for optimizing fuzzy logic controller for mode-based control algorithms of building automation systems
Cai, Xiaoye, Cen, Yue, Baranski, Marc, Muller, Dirk
Published in 2020 28th Mediterranean Conference on Control and Automation (MED) (01.09.2020)
Published in 2020 28th Mediterranean Conference on Control and Automation (MED) (01.09.2020)
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Conference Proceeding