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Elias N. Pergantis

8 papers hereh-index 6130 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • eess.SY8

identity via Semantic Scholar / OpenAlex

activity
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

collaborators
Showing 2024Show all

3 papers · 1 filter

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,…

eess.SY2024★ 2 cited

Field demonstration of predictive heating control for an all-electric house in a cold climate

Elias N. Pergantis, Priyadarshan, Nadah Al Theeb +5

Efficient electric heat pumps that replace fossil-fueled heating systems could significantly reduce greenhouse gas emissions. However, electric heat pumps can sharply increase elec…

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