Development, Implementation, and Experimental Validation of a Novel Thermal–Optical–Electrical Model for Photovoltaic Glazing
Source abstract
Abstract
The use of semi-transparent photovoltaic (Solar PV) glass in buildings is an effective strategy for integrating renewable energy generation, solar control, and thermal comfort. However, conventional simulation models rely on global optical properties, neglecting spectral radiation and its propagation within the material. This limits the accurate assessment of thermal comfort, light distribution, and performance in complex systems such as multi-layer glazing. This study presents the development, implementation, and experimental validation of a numerical model that reproduces the thermal, electrical, and optical behaviour of semi-transparent Solar PV glass, explicitly incorporating radiative transfer. The model simultaneously solves the conduction, convection, and electrical generation equations together with the radiative transfer equation, solved via the finite volume method across two spectral bands. The refractive index and extinction coefficient, derived from manufacturer-provided optical data, were used as inputs. Experimental validation employed 10% semi-transparent a-Si glass, comparing surface temperatures and electrical power generation. The model achieved average relative errors of 3.8% for temperature and 3.3% for electrical power. Comparisons with representative literature models yielded errors between 6% and 21%. Additionally, the proposed model estimated a solar factor of 0.32, closely matching the manufacturer’s 0.29.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Solar Thermal and Photovoltaic Systems · Building Energy and Comfort Optimization · Structural Analysis of Composite Materials
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Escuela Técnica Superior de Ingeniería de Algeciras, University of Cadiz, Avenida Ramón Puyol, s/n, 11202 Algeciras, Spain
References (42)
Show source-provided references
1. Delmastro, C., De Bienassis, T., Goodson, T., Lane, K., Le Marois, J.-B., Martinez-Gordon, R., and Husek, M. (2022). Buildings, International Energy Agency (IEA). Tracking Report. September 2022.
2. IEA (2022). Renewables 2022. Analysis and Forecast to 2027, International Energy Agency.
3. Yüksek, İ., and Karadağ, İ. (2021). Use of renewable energy in buildings. Renewable Energy-Technologies and Applications, BoD—Books on Demand.10.5772/intechopen.93571 ↗
4. Recent improvements to heating, ventilation, and cooling technologies for buildings based on renewable energy to achieve zero-energy buildings: A systematic review10.1016/j.rineng.2024.102769 ↗
5. PV glazing technologies10.1016/j.rser.2015.04.145 ↗
6. Romaní, J., Ramos, A., and Salom, J. (2022). Review of Transparent and Semi-Transparent Building-Integrated Photovoltaics for Fenestration Application Modeling in Building Simulations. Energies, 15.10.3390/en15093286 ↗
7. A review of transparent solar photovoltaic technologies10.1016/j.rser.2018.06.031 ↗
8. Enhancing the performance of building integrated photovoltaics10.1016/j.solener.2009.10.004 ↗
9. A systematic review of research methods and economic feasibility of photovoltaic integrated shading device10.1016/j.enbuild.2024.114172 ↗
10. Shi, S., and Zhu, N. (2023). Challenges and Optimization of Building-Integrated Photovoltaics (BIPV) Windows: A Review. Sustainability, 15.10.3390/su152215876 ↗
11. Advances in switchable and highly insulating autonomous (self-powered) glazing systems for adaptive low energy buildings10.1016/j.renene.2018.04.038 ↗
12. U.S. Department of Energy (2022). EnergyPlusTM Version 22.1.0 Documentation. Engineering Reference.
13. Energy performance analytical review of semi-transparent photovoltaics glazing in the United Kingdom10.1016/j.jobe.2022.104686 ↗
14. Experimental and simulation study on the thermoelectric performance of semi-transparent crystalline silicon photovoltaic curtain walls10.1016/j.jobe.2024.109421 ↗
15. The design, experimental and numerical study on a novel double-skin glass ventilation wall with PV blind integrated with thermal catalytic materials for synergistic energy generation and air purification10.1016/j.energy.2024.134028 ↗
16. Simplified dynamic model and comprehensive performance analysis for semi-transparent photovoltaic double glazing and comparison with double glazing10.1016/j.solener.2025.113257 ↗
17. Development of a simplified resistance-capacity network thermal model for semi-transparent photovoltaic insulating glass unit10.1016/j.solener.2022.09.002 ↗
18. Numerical and experimental investigation of the effect of operating conditions on performance of PVT and PVT-PCM10.1016/j.renene.2019.05.041 ↗
19. COMSOL AB. (2025). COMSOL Multiphysics® v. 6.3, COMSOL. Available online: www.comsol.com.
20. Modelling analyses of the thermal property and heat transfer performance of a novel compositive PV vacuum glazing10.1016/j.renene.2020.09.027 ↗
21. Thermal and optical investigations of various transparent wall configurations and building integrated photovoltaic for energy savings in buildings10.1016/j.enconman.2023.117817 ↗
22. ANSYS, Inc (2023). ANSYS Fluent User’s Guide, Release 23, ANSYS, Inc.
23. DIAL GmbH (2025). DIALux evo: Lighting Design Software, DIAL GmbH.
24. Heat transfer modeling and temperature experiments of crystalline silicon photovoltaic modules10.1016/j.solener.2017.02.049 ↗
25. Evaluation of thermal performance for vacuum glazing by using three-dimensional finite element model10.4028/www.scientific.net/KEM.492.328 ↗
26. Assessment of energy performance of semi-transparent PV insulating glass units using a validated simulation model10.1016/j.energy.2016.06.120 ↗
27. Lawrence Berkeley National Laboratory (2010). WINDOW 6.3.
28. Lawrence Berkeley National Laboratory (2010). Optics 6.
29. Validation of the Sandia model with indoor and outdoor measurements for semi-transparent amorphous silicon PV modules10.1016/j.renene.2015.02.017 ↗
30. Investigation on the thermal performance of a novel vacuum PV glazing in different climates10.1016/j.egypro.2019.01.190 ↗
31. Daylighting performance assessment of a split louver with parametrically incremental slat angles: Effect of slat shapes and PV glass transmittance10.1016/j.solener.2023.112069 ↗
32. Field experimental test and performance analysis of a novel hybrid CdTe PV glass module integrated with phase change materials10.1016/j.renene.2023.119196 ↗
33. Modelling analysis and performance evaluation of a novel hybrid CdTe-PCM PV glass module for building envelope application10.1016/j.energy.2023.129182 ↗
34. Experimental study of bifacial photovoltaic wall system incorporating thermochromic material10.1016/j.scs.2024.105372 ↗
35. Siegel, R.H.J., and Howell, J.R. (1973). Thermal Radiation Heat Transfer.
36. Duffie, J.A., and Beckman, W.A. (2013). Solar Engineering of Thermal Processes, Wiley.10.1002/9781118671603 ↗
37. Incropera, F.P., and De Witt, D.P. (1999). Fundamentos de Transferencia de Calor y Masa, Prentice Hall.
38. Villalva, M.G., Gazoli, J.R., and Ruppert Filho, E. (October, January 27). Modeling and circuit-based simulation of photovoltaic arrays. Proceedings of the 2009 Brazilian Power Electronics Conference (COBEP), Bonito-Mato Grosso do Sul, Brazil.10.1109/COBEP.2009.5347680 ↗
39. Optimal energy management in a grid-tied solar PV-battery microgrid for a public building under demand response10.1016/j.egyr.2024.09.054 ↗
40. Discrete ordinates and Monte Carlo methods for radiative transfer simulation applied to computational fluid dynamics combustion Modeling10.1115/1.3013832 ↗
41. OnyxSolar (2025, November 09). OnyxSolar Technical Guide. Available online: https://onyxsolar.com/images/3.resources/Technical_guide_EN-ES_231218.pdf.
42. (2011). Glass in Building—Determination of Luminous and Solar Characteristics of Glazing (Standard No. UNE-EN 410:2011).