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20242026
most citedLessons learned from field demonstrations of model predictive control and reinforcement learning for residential and commercial HVAC: A review

47 citations · 47 across the 4 of their papers we have counts for

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eess.SY2024

Protecting residential electrical panels and service through model predictive control: A field study

Elias N. Pergantis, Levi D. Reyes Premer, Alex H. Lee +5

Residential electrification - replacing fossil-fueled appliances and vehicles with electric machines - can significantly reduce greenhouse gas emissions and air pollution. However,…

eess.SY2024

Humidity-Aware Model Predictive Control for Residential Air Conditioning: A Field Study

Elias N. Pergantis, Parveen Dhillon, Levi D. Reyes Premer +3

Model predictive control of residential air conditioning could reduce energy costs and greenhouse gas emissions while maintaining or improving occupants' thermal comfort. However,…