Felix Bünning

According to our database, Felix Bünning authored at least 5 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

Input Convex Neural Networks for Building MPC.

Felix Bünning, Adrian Schalbetter, Ahmed Aboudonia, Mathias Hudoba de Badyn, Philipp Heer, John Lygeros

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

2020

Machine learning and robust MPC for frequency regulation with heat pumps.

Felix Bünning, Joseph Warrington, Philipp Heer, Roy S. Smith, John Lygeros

CoRR, 2020

2017

A Platform for the Agent-based Control of HVAC Systems.

Roozbeh Sangi, Felix Bünning, Johannes Fütterer, Dirk Müller

Proceedings of the 12th International Modelica Conference, Prague, Czech Republic, 2017