Experimental investigation into efficiency of SiO2/water-based nanofluids in photovoltaic thermal systems using response surface methodology
Yükleniyor...
Dosyalar
Tarih
2022
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Pergamon-Elsevier Science Ltd
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Photovoltaic thermal systems (PVT) are systems that can convert solar energy into electricity and thermal energy simultaneously. In this study, the effect of nanofluids on the electrical and thermal efficiency of PVTs was investigated using the Response Surface Methodology (RSM). In the experimental study presently undertaken, SiO2 nanoparticles were suspended in deionized water, which was used as base fluid in 3 different volumetric ratios (0.1-0.2-0.3). A mathematical model has been developed to calculate the thermal and electrical efficiency of the PVT system using the RSM approach. In the RSM method, the flow rate of the nanofluid, the nanofluid volumetric concentration, and the solar radiation were determined as independent variables, and their effects on the thermal and electrical efficiency of PV/Ts were statistically investigated. The model presently developed was validated based on the analysis of variance (ANOVA). The most influential parameters affecting the electrical and thermal efficiencies have been found as radiation, flow rate and volumetric concentration, respectively. The variance between the mathematical models developed and the experimental results was measured in terms of the coefficient of determination (R-2), which was between 0.85% and 1.91% for the electrical efficiency and between -6.34% and 1.06%. for the thermal efficiency. As a result, the mathematical models developed for the electrical and thermal efficiencies of the PV/T system has been successfully verified based on the experimental outcomes.
Açıklama
Acknowledgements This work was financially supported by the Scientific Research Project (SRP) of Bolu Abant Izzet Baysal University (Project 2020.09.05.1451)
Anahtar Kelimeler
Nanofluids, PVT, Photovoltaic Thermal System, Response Surface Methodology, Performance Analysis, Parametric Analysis
Kaynak
Solar Energy
WoS Q Değeri
Q2
Scopus Q Değeri
Q1
Cilt
235
Sayı
Künye
Gelis, K., Celik, A. N., Ozbek, K., & Ozyurt, O. (2022). Experimental investigation into efficiency of SiO2/water-based nanofluids in photovoltaic thermal systems using response surface methodology. Solar Energy, 235, 229-241.
