On-Off versus PI Control of Room Temperature: A Lumped-Parameter Simulation of Accuracy, Switching and Energy

Room-temperature control is the textbook example of a thermal cyber-physical system. This paper uses a lumped-parameter simulation (thermal capacity 3 MJ/K, heat-loss coefficient 100 W/K, outdoor temperature 2 ± 5 °C over 24 h, sensor noise 0.05 K) to compare on-off control with three hysteresis widths and two PI controllers. On-off control kept the mean absolute error at 0.031 K with ±0.1 K hysteresis but needed 387 switchings per day, while ±1.0 K hysteresis reduced switching to 19 per day at a mean error of 0.48 K. The PI controllers, which assume a continuously modulated heater, reached mean errors of 0.068 K and 0.026 K without switching. The daily energy differed by less than 1 % between all cases (49.2–49.4 kWh). The study is a simulation of one idealised room. This is a simulation study; all results are outputs of the deposited Python code with assumed parameters. Source code is attached.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-05
DOI
https://doi.org/10.5281/zenodo.23983423
Primary Topic
Building Energy and Comfort Optimization
Type
preprint
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preprint

On-Off versus PI Control of Room Temperature: A Lumped-Parameter Simulation of Accuracy, Switching and Energy

Sahetnur Durdyyev, Yslam Orazov, Rahym Garrybaýew
Zenodo (CERN European Organization for Nuclear Research)
Building Energy and Comfort Optimization
preprint

On-Off versus PI Control of Room Temperature: A Lumped-Parameter Simulation of Accuracy, Switching and Energy

Sahetnur Durdyyev, Yslam Orazov, Rahym Garrybaýew
preprint en

Abstract

Room-temperature control is the textbook example of a thermal cyber-physical system. This paper uses a lumped-parameter simulation (thermal capacity 3 MJ/K, heat-loss coefficient 100 W/K, outdoor temperature 2 ± 5 °C over 24 h, sensor noise 0.05 K) to compare on-off control with three hysteresis widths and two PI controllers. On-off control kept the mean absolute error at 0.031 K with ±0.1 K hysteresis but needed 387 switchings per day, while ±1.0 K hysteresis reduced switching to 19 per day at a mean error of 0.48 K. The PI controllers, which assume a continuously modulated heater, reached mean errors of 0.068 K and 0.026 K without switching. The daily energy differed by less than 1 % between all cases (49.2–49.4 kWh). The study is a simulation of one idealised room. This is a simulation study; all results are outputs of the deposited Python code with assumed parameters. Source code is attached.

Zenodo (CERN European Organization for Nuclear Research)
Oguz Han Engineering and Technology University of Turkmenistan (TM)
Building Energy and Comfort Optimization
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