A Platform for the Agent-based Control of HVAC Systems. - Roozbeh Sangi; Felix Bünning; Johannes Fütterer; Dirk Müller 005 (Modelica, 2017)

Machine learning and robust MPC for frequency regulation with heat pumps. - Felix Bünning; Joseph Warrington; Philipp Heer; Roy S. Smith; John Lygeros (CoRR, 2020)

Input Convex Neural Networks for Building MPC. - Felix Bünning; Adrian Schalbetter; Ahmed Aboudonia; Mathias Hudoba de Badyn; Philipp Heer; John Lygeros (L4DC, 2021)

Distributed Model Predictive Control of Buildings and Energy Hubs. - Nicolas Lefebure; Mohammad Khosravi; Mathias Hudoba de Badyn; Felix Bünning; John Lygeros; Colin N. Jones; Roy S. Smith (CoRR, 2021)

Physics-informed linear regression is a competitive approach compared to Machine Learning methods in building MPC. - Felix Bünning; Benjamin Huber; Adrian Schalbetter; Ahmed Aboudonia; Mathias Hudoba de Badyn; Philipp Heer; Roy S. Smith; John Lygeros (CoRR, 2021)