Effect of solar photovoltaics on green roof energy balance and evapotranspiration

• Energy fluxes on photovoltaic green roof are investigated and modelled in detail. • Longwave radiation of photovoltaics significantly impacts energy balance. • Shading and view factor calculation in 3D is developed and shared. • Parametric model for photovoltaic green roof surface temperature is developed. • Without the detailed model evapotranspiration would be underestimated by 18 %. Photovoltaic green roofs represent an emerging technology that combines on-site renewable energy production with the environmental benefits of green roofs. Detailed models for calculating energy fluxes on photovoltaic green roofs are presented, relying on accessible meteorological data and setup geometry as input data. A key focus is the accurate modelling of longwave radiation, an often-overlooked component of energy balance. Experimental results reveal up to a 100 W m - ² difference in incoming longwave radiation on green roof surface under photovoltaics compared to open-sky conditions, demonstrating the significant impact on the energy balance. The precise modelling of short and longwave radiation is achieved through proposed shading and view factor calculation methods, as well as with a developed parametric model for green roof surface temperature under varying shading factors. Neglecting longwave radiation exchange with photovoltaic modules would result in an 18 % underestimation of daily evapotranspiration. A complete detailed model for evapotranspiration calculation is proposed, achieving a 4.4 % normalized root mean square error for daily predictions. By accurately estimating energy fluxes and evapotranspiration, this study provides tools for quantifying water needs, optimizing the synergy between green roofs and photovoltaics, and assessing their broader impacts on urban microclimates.

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Institutions

Publication Details

Journal
Sustainable Cities and Society
Published
2025-02-18
DOI
https://doi.org/10.1016/j.scs.2025.106206
Citations
11
Primary Topic
Urban Heat Island Mitigation
Type
article
Field-Weighted Citation Impact
8.79

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article

Effect of solar photovoltaics on green roof energy balance and evapotranspiration

Tej Žižak, Ciril Arkar, Sašo Medved
11 citations
Sustainable Cities and Society
Urban Heat Island Mitigation
8.79
article

Effect of solar photovoltaics on green roof energy balance and evapotranspiration

Tej Žižak, Ciril Arkar, Sašo Medved
article en
11 citations

Abstract

• Energy fluxes on photovoltaic green roof are investigated and modelled in detail. • Longwave radiation of photovoltaics significantly impacts energy balance. • Shading and view factor calculation in 3D is developed and shared. • Parametric model for photovoltaic green roof surface temperature is developed. • Without the detailed model evapotranspiration would be underestimated by 18 %. Photovoltaic green roofs represent an emerging technology that combines on-site renewable energy production with the environmental benefits of green roofs. Detailed models for calculating energy fluxes on photovoltaic green roofs are presented, relying on accessible meteorological data and setup geometry as input data. A key focus is the accurate modelling of longwave radiation, an often-overlooked component of energy balance. Experimental results reveal up to a 100 W m - ² difference in incoming longwave radiation on green roof surface under photovoltaics compared to open-sky conditions, demonstrating the significant impact on the energy balance. The precise modelling of short and longwave radiation is achieved through proposed shading and view factor calculation methods, as well as with a developed parametric model for green roof surface temperature under varying shading factors. Neglecting longwave radiation exchange with photovoltaic modules would result in an 18 % underestimation of daily evapotranspiration. A complete detailed model for evapotranspiration calculation is proposed, achieving a 4.4 % normalized root mean square error for daily predictions. By accurately estimating energy fluxes and evapotranspiration, this study provides tools for quantifying water needs, optimizing the synergy between green roofs and photovoltaics, and assessing their broader impacts on urban microclimates.

Sustainable Cities and SocietyVol. 121
University of Ljubljana (SI)
Javna Agencija za Raziskovalno Dejavnost RS
Affordable and clean energy
Openalex Percentile: Top 2%
Urban Heat Island Mitigation
8.79
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Effect of solar photovoltaics on green roof energy balance and evapotranspiration — Tej Žižak, Ciril Arkar, et al. · Sustainable Cities and Society (2025) | TGRS Research Map | TGRS