47 citations · 49 across the 11 of their papers we have counts for
3 papers · 1 filter
Data-driven estimation of design heating loads for HVAC equipment sizing
Alex H. Lee, Elias N. Pergantis, Kevin J. Kircher
Oversized heating and cooling equipment can unnecessarily increase up-front costs, energy costs, pollutant emissions, and strain on electrical infrastructure. This paper develops t…
Scalable Supervisory HVAC Control for Linear Objectives
W. Grant Dierking, Arash J. Khabbazi, Levi D. Reyes Premer +1
Advanced control of heating, ventilation, and air-conditioning (HVAC) systems can substantially reduce energy costs and pollution. However, real-world adoption of popular algorithm…
Indirect data-driven predictive control and the state-space predictor
Levi D. Reyes Premer, Arash J. Khabbazi, Kevin J. Kircher
We define trajectory predictive control (TPC) as a class of indirect data-driven predictive control (DDPC) methods that represent future outputs as linear in past inputs/outputs an…