Elias Pergantis

According to our database, Elias Pergantis authored at least 7 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Model predictive control lowers barriers to adoption of heat-pump water heaters: A field study.

Levi D. Reyes Premer, Elias N. Pergantis, Leo Semmelmann, Davide Ziviani, Kevin J. Kircher

CoRR, October, 2025

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC.

Ozan Baris Mulayim, Elias N. Pergantis, Levi D. Reyes Premer, Bingqing Chen, Guannan Qu, Kevin J. Kircher, Mario Bergés

CoRR, October, 2025

Lessons learned from field demonstrations of model predictive control and reinforcement learning for residential and commercial HVAC: A review.

Arash J. Khabbazi, Elias N. Pergantis, Levi D. Reyes Premer, Panagiotis Papageorgiou, Alex H. Lee, James E. Braun, Gregor P. Henze, Kevin J. Kircher

CoRR, March, 2025

2024

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

Elias N. Pergantis, Levi D. Reyes Premer, Alex H. Lee, Priyadarshan, Haotian Liu, Eckhard A. Groll, Davide Ziviani, Kevin J. Kircher

CoRR, 2024

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

Elias N. Pergantis, Parveen Dhillon, Levi D. Reyes Premer, Alex H. Lee, Davide Ziviani, Kevin J. Kircher

CoRR, 2024

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

Elias N. Pergantis, Priyadarshan, Nadah Al Theeb, Parveen Dhillon, Jonathan P. Ore, Davide Ziviani, Eckhard A. Groll, Kevin J. Kircher

CoRR, 2024

EDGIE: A simulation test-bed for investigating the impacts of building and vehicle electrification on distribution grids.

Priyadarshan Priyadarshan, Elias Pergantis, Constance Crozier, Kyri Baker, Kevin J. Kircher

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024