Marc Baranski

发表

Using genetic algorithm for optimizing fuzzy logic controller for mode-based control algorithms of building automation systems

Dirk Müller, Xiaoye Cai, Yue Cen, 2020, 2020 28th Mediterranean Conference on Control and Automation (MED).

Distributed model predictive control of building energy systems coupled to geothermal fields

Dirk Müller, Marc Baranski, Thomas Storek, 2019 .

Application of two promising Reinforcement Learning algorithms for load shifting in a cooling supply system

Dirk Müller, Marc Baranski, Thomas Schreiber, 2020, Energy and Buildings.

Modeling of Petri-Net-based control algorithms for the simulation-based improvement of the planning process of building energy systems

Dirk Müller, Thomas Schreiber, Xiaoye Cai, 2019 .

Takeshi: Application of unsupervised machine learning techniques for topology detection in building energy systems

Dirk Müller, Marc Baranski, Florian Stinner, 2019 .

A cloud-based operation optimization of building energy systems using a hierarchical multi-agent control

Dirk Müller, Marc Baranski, Thomas Storek, 2019 .

Dynamic data exchange mechanisms for entropy-aware self-organizing control agents

Dirk Müller, Marc Baranski, Alexander Kümpel, 2019 .

From plans to programs: A holistic toolchain for building data applications

Dirk Müller, Thomas Schreiber, Erik Brümmendorf, 2019 .

Designing a Development Board for Research on IoT Applications in Building Automation Systems

Antonello Monti, Marc Baranski, Carlo Guarnieri Calo Carducci, 2019 .

Aikido: Structuring data point identifiers of technical building equipment by machine learning

Dirk Müller, Marc Baranski, Florian Stinner, 2019 .

Real-world application of machine-learning-based fault detection trained with experimental data

Dirk Müller, Marc Baranski, Gerrit Thorben Bode, 2020 .

Cloud, wireless technology, internet of things: the next generation of building automation systems?

Dirk Müller, Jan Henrik Ziegeldorf, Johannes Peter Fütterer, 2019 .

Security-by-Design in der Gebäudeautomation

Jan Henrik Ziegeldorf, Johannes Peter Fütterer, Dirk Müller, 2020 .

National 5G Energy Hub : Application of the Open-Source Cloud Platform FIWARE for Future Energy Management Systems

Rita Streblow, Fiona Williams, Ilya Sychev, 2020 .

Application of the open-source cloud platform FIWARE for future building energy management systems

Dirk Müller, Marc Baranski, Thomas Storek, 2019 .

Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams pdf

Marc Baranski, Alexander Kümpel, Florian Stinner, 2021, ArXiv.

Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system

Dirk Müller, Thomas Schreiber, Marc Baranski, 2021 .

Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system

Dirk Müller, Thomas Schreiber, Marc Baranski, 2021 .