105 citations · 265 across the 13 of their papers we have counts for
3 papers · 1 filter
Input Convex Neural Networks for Building MPC
Felix Bünning, Adrian Schalbetter, Ahmed Aboudonia +3
Model Predictive Control in buildings can significantly reduce their energy consumption. The cost and effort necessary for creating and maintaining first principle models for build…
Temporal Resolution of Measurements and the Effects on Calibrating Building Energy Models
Fazel Khayatian, Andrew Bollinger, Philipp Heer
With the recent interest in installing building energy management systems, the availability of data enables calibration of building energy models. This study compares calibration o…
Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps
Felix Bünning, Joseph Warrington, Philipp Heer +2
With the increased amount of volatile renewable energy sources connected to the electricity grid, and the phase-out of fossil fuel based power plants, there is an increased need fo…