Alexander Kümpel

Evaluation of advanced control strategies for building energy systems

Phillip Stoffel, Laura Maier, Alexander Kümpel et al. · Energy and Buildings · 2022 · 104 citations

Time-series aggregation for synthesis problems by bounding error in the objective function

Björn Bahl, Alexander Kümpel, Hagen Seele et al. · Energy · 2017 · 77 citations

Numerical Analysis, Mathematical Programming, Objective Function +11

AixLib: an open-source Modelica library for compound building energy systems from component to district level with automated quality management

Laura Maier, David N. Jansen, Fabian Wüllhorst et al. · Journal of Building Performance Simulation · 2023 · 48 citations · Full text

Engineering, Aixlib Modelling Library, Software Engineering +20

Real-life implementation of a linear model predictive control in a building energy system

Roozbeh Sangi, Alexander Kümpel, Dirk Müller · Journal of Building Engineering · 2019 · 28 citations

Energy Control, Engineering, Energy Management +9

Safe operation of online learning data driven model predictive control of building energy systems

Phillip Stoffel, Patrick Henkel, Martin Rätz et al. · Energy and AI · 2023 · 26 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18