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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 · 49 across the 8 of their papers we have counts for

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eess.SY2026

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…