Zahraa Jumaa; Khalid Faisal Sultan; Hosham Salim Anead · 10.1049/icp.2025.0133 https://doi.org/10.1049/icp.2025.0133
IET conference proceedings.
Performance analysis of a hybrid photovoltaic/thermal (PV/T) collector with integrated solar chimney using an artificial neural network Zahraa Jumaa; Khalid Faisal Sultan; Hosham Salim Anead A photovoltaic/thermal collector coupled with a solar chimney, which draws air past the PV cells to cool them, is modelled with a neural network trained on measured data. The network closely predicts cell temperature, chimney outlet temperature, and thermal and electrical efficiencies, with R2 of about 0.995 for thermal efficiency and 0.98 for electrical efficiency.
Experimental
Hybrid system
Machine learning / AI
2025
IET conference proceedings.
no
2025-03-10 12:00:00 00002029
performance analysis of a hybrid photovoltaic/thermal (pv/t) collector with integrated solar chimney using an artificial neural network
2025
IET conference proceedings.
Zahraa Jumaa; Khalid Faisal Sultan; Hosham Salim Anead
10.1049/icp.2025.0133
Summary
A photovoltaic/thermal collector coupled with a solar chimney, which draws air past the PV cells to cool them, is modelled with a neural network trained on measured data. The network closely predicts cell temperature, chimney outlet temperature, and thermal and electrical efficiencies, with R² of about 0.995 for thermal efficiency and 0.98 for electrical efficiency.
Description written by Solar Tower. The original abstract is available from the publisher via the link below.
Open source