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Felix Bünning
Publication Activity (10 Years)
Years Active: 2017-2021
Publications (10 Years): 6
Top Topics
Linear Regression
Machine Learning Methods
Desired Output
Neural Network
Top Venues
CoRR
L4DC
Modelica
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Publications
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Nicolas Lefebure
,
Mohammad Khosravi
,
Mathias Hudoba de Badyn
,
Felix Bünning
,
John Lygeros
,
Colin N. Jones
,
Roy S. Smith
Distributed Model Predictive Control of Buildings and Energy Hubs.
CoRR
(2021)
Felix Bünning
,
Adrian Schalbetter
,
Ahmed Aboudonia
,
Mathias Hudoba de Badyn
,
Philipp Heer
,
John Lygeros
Input Convex Neural Networks for Building MPC.
L4DC
(2021)
Felix Bünning
,
Benjamin Huber
,
Adrian Schalbetter
,
Ahmed Aboudonia
,
Mathias Hudoba de Badyn
,
Philipp Heer
,
Roy S. Smith
,
John Lygeros
Physics-informed linear regression is a competitive approach compared to Machine Learning methods in building MPC.
CoRR
(2021)
Felix Bünning
,
Adrian Schalbetter
,
Ahmed Aboudonia
,
Mathias Hudoba de Badyn
,
Philipp Heer
,
John Lygeros
Input Convex Neural Networks for Building MPC.
CoRR
(2020)
Felix Bünning
,
Joseph Warrington
,
Philipp Heer
,
Roy S. Smith
,
John Lygeros
Machine learning and robust MPC for frequency regulation with heat pumps.
CoRR
(2020)
Roozbeh Sangi
,
Felix Bünning
,
Johannes Fütterer
,
Dirk Müller
A Platform for the Agent-based Control of HVAC Systems.
Modelica
(2017)