Optimal control of building energy systems with multiple energy sources using predictive model based control and reinforcement learning. - Chenzi Huang; Xuehua Jia; Stephan Seidel; Fabian Paschke; Jan Bräunig (ETFA, 2021)

Energy Optimal Control of a Multivalent Building Energy System using Machine Learning. - Chenzi Huang; Stephan Seidel; Xuehua Jia; Fabian Paschke; Jan Bräunig (SMARTGREENS, 2021)

Model-based Systems Design for Green IoT Systems. - Kristin Majetta; Jan Bräunig; Christoph Sohrmann; Roland Jancke; Dirk Mayer (SMARTGREENS, 2021)

A reinforcement learning approach for optimal heating curve adaption. - Chenzi Huang; Stephan Seidel; Fabian Paschke; Jan Bräunig (ETFA, 2022)

Application of AI-based Image Processing for Occupancy Monitoring in Building Energy Management. - Andreas Reichel; Jens Döge; Dirk Mayer; Jan Bräunig (SMARTGREENS, 2022)