Marc Baranski

Genetic algorithm for pattern detection in NIALM systems

Marc Baranski, J. Voss · 2005 · 146 citations

Engineering, Energy Efficiency, Energy Monitoring +17

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

Gerrit Bode, Simon Thul, Marc Baranski et al. · Energy · 2020 · 84 citations · Full text

Fault Diagnosis, Reliability Engineering, Engineering +10

Automated data-driven modeling of building energy systems via machine learning algorithms

Martin Rätz, Amir Pasha Javadi, Marc Baranski et al. · Energy and Buildings · 2019 · 76 citations

Data-driven Modeling, Energy Modeling, Machine Learning +12

Non-intrusive appliance load monitoring based on an optical sensor

Marc Baranski · 2004 · 63 citations

Engineering, Measurement, Energy Efficiency +23

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

Thomas Schreiber, Sören Eschweiler, Marc Baranski et al. · Energy and Buildings · 2020 · 62 citations

Engineering, Energy Efficiency, Energy Management +9