When Nighttime Setback Becomes Counterproductive: The Influence of Building Heat Loss Coefficient on Air-to-Air Heat Pump Performance

Nighttime setback is widely applied in residential heating, yet its net benefit for inverter-driven air-to-air heat pumps in high-thermal-mass buildings remains insufficiently characterised in Mediterranean climates. This study evaluates continuous operation (R1), timer-based setback (R2), and reactive threshold-based control (R3) for a residential building in Zadar, Croatia, using a validated physics-based model calibrated with high-resolution IoT measurements over a 180-day heating season. Simulations cover building heat loss coefficients of 60–120 W/K and both 3.5 kW and 5 kW heat pumps. Timer-based setback increases electricity consumption by 1.8–4.5% (3.5 kW) and 5.4–6.3% (5 kW) relative to continuous operation, driven by a morning recovery penalty. Reactive control eliminates thermal comfort deficits but offers no energetic benefit. Both effects generalise across heat pump capacity, with penalty magnitude scaling with unit size. A formal energy balance shows that, for the timer-based and reactive setback rules investigated here, the recovery term is set by the thermal state at the start of reheating and is not removed by better knowledge of the same weather. The conclusions apply to high-thermal-mass masonry dwellings of the type investigated; they are not intended for lightweight or low-thermal-mass envelopes, where nocturnal decay and the setback energy balance can differ. These findings provide a quantitative basis for assessing conventional setback rules in this building class.

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Publication Details

Journal
Energies
Published
2026-09-13
DOI
https://doi.org/10.3390/en19184327
Primary Topic
Building Energy and Comfort Optimization
Type
article
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When Nighttime Setback Becomes Counterproductive: The Influence of Building Heat Loss Coefficient on Air-to-Air Heat Pump Performance

Ivan Gospić, Igor Poljak, Ivica Glavan
Energies
Building Energy and Comfort Optimization
article

When Nighttime Setback Becomes Counterproductive: The Influence of Building Heat Loss Coefficient on Air-to-Air Heat Pump Performance

Ivan Gospić, Igor Poljak, Ivica Glavan
article en

Abstract

Nighttime setback is widely applied in residential heating, yet its net benefit for inverter-driven air-to-air heat pumps in high-thermal-mass buildings remains insufficiently characterised in Mediterranean climates. This study evaluates continuous operation (R1), timer-based setback (R2), and reactive threshold-based control (R3) for a residential building in Zadar, Croatia, using a validated physics-based model calibrated with high-resolution IoT measurements over a 180-day heating season. Simulations cover building heat loss coefficients of 60–120 W/K and both 3.5 kW and 5 kW heat pumps. Timer-based setback increases electricity consumption by 1.8–4.5% (3.5 kW) and 5.4–6.3% (5 kW) relative to continuous operation, driven by a morning recovery penalty. Reactive control eliminates thermal comfort deficits but offers no energetic benefit. Both effects generalise across heat pump capacity, with penalty magnitude scaling with unit size. A formal energy balance shows that, for the timer-based and reactive setback rules investigated here, the recovery term is set by the thermal state at the start of reheating and is not removed by better knowledge of the same weather. The conclusions apply to high-thermal-mass masonry dwellings of the type investigated; they are not intended for lightweight or low-thermal-mass envelopes, where nocturnal decay and the setback energy balance can differ. These findings provide a quantitative basis for assessing conventional setback rules in this building class.

EnergiesVol. 19(18)
University of Zadar (HR)
Climate action
Openalex Percentile: Top 14%
Building Energy and Comfort Optimization
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