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A Simple Approach for Module Temperature and Power Prediction

  • In this work a mathematical approach to calculate solar panel temperature based on measured irradiance, temperature and wind speed is applied. With the calculated module temperature, the electrical solar module characteristics is determined. A program developed in MatLab App Designer allows to import measurement data from a weather station and calculates the module temperature based on the mathematical NOCT and stationary approach with a time step between the measurements of 5 minutes. Three commercially available solar panels with different cell and interconnection technologies are used for the verification of the established models. The results show a strong correlation between the measured and by the stationary model predicted module temperature with a coefficient of determination R2 close to 1 and a root mean square deviation (RMSE) of ≤ 2.5 K for a time period of three months. Based on the predicted temperature, measured irradiance in module plane and specific module information the program models the electrical data as time series in 5-minute steps. Predicted to measured power for a time period of three months shows a linear correlation with an R2 of 0.99 and a mean absolute error (MAE) of 3.5, 2.7 and 4.8 for module ID 1, 2 and 3. The calculated energy (exemplarily for module ID 2) based on the measured, calculated by the NOCT and stationary model for this time period is 118.4 kWh, resp. 116.7 kWh and 117.8 kWh. This is equivalent to an uncertainty of 1.4% for the NOCT and 0.5% for the stationary model.

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Metadaten
Author:Andreas Schneider, Julia Chochollek, Thomas Nierhoff
DOI:https://doi.org/10.52825/siliconpv.v1i.904
ISSN:2940-2123
Parent Title (English):SiliconPV 2023, 13th International Conference on Crystalline Silicon Photovoltaics : Proceedings
Publisher:TIB
Editor:Prof. Dr. Arthur Weeber
Document Type:Conference Proceeding
Language:English
Date of Publication (online):2024/02/22
Date of first Publication:2023/04/11
Publishing Institution:Westfälische Hochschule Gelsenkirchen Bocholt Recklinghausen
Release Date:2024/03/15
Tag:Field measurement; Performance prediction; Solar modules
Pagenumber:8
First Page:1
Last Page:8
Departments / faculties:Fachbereiche
Licence (German):License LogoCreative Commons - Namensnennung - Nicht kommerziell

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