Evaluation of different models for validating of photovoltaic cell temperature under semi-arid conditions

被引:4
|
作者
Lamaamar, Ibtissam [1 ]
Tilioua, Amine [1 ]
Ben Zaid, Zaineb [1 ]
Babaoui, Abdelhak [1 ]
Ettakni, Mahmoud [2 ]
Alaoui, Moulay Ahmed Hamdi [2 ]
机构
[1] Moulay Ismai l Univ Meknes, Fac Sci & Tech Errachidia, Dept Phys, Thermal & Appl Thermodynam Team 2TA,Mech Energy E, BP 509, Boutalamine Errachidia 509, Morocco
[2] Moulay Ismai l Univ Meknes, Fac Sci, Dept Phys, Lab Mat & Modificat, BP 11201 Zitoune, Meknes 5000, Morocco
关键词
Photovoltaic module; Module temperature; Prediction models; Temperature measured; PV MODULE TEMPERATURE; OPERATING TEMPERATURE; PERFORMANCE; PARAMETERS; DEPENDENCE; WIND;
D O I
10.1016/j.heliyon.2021.e08534
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Photovoltaic (PV) solar energy enables direct production of electricity. The photovoltaic effect produced in the solar cells converts light energy from the sun's rays into electricity. Some of the solar radiation absorbed by a PV module is not converted into electricity but takes the form of an increase in the temperature of the module, reducing its electrical efficiency. The operating temperature of PV modules generally affects the performance of the PV system; performance also depends on numerous variables such as ambient temperature, wind speed, wind direction, total irradiance, dust accumulating on the PV module face and relative humidity. In this study different models for predicting the operating temperature of PV modules have been investigated. The models' relevance to PV module technology and climatic conditions in Errachidia city (coordinates: 31 degrees 55' 55'' north, 4 degrees 25' 28'' west) in the Dra<^>a Tafilalet region was examined. The models that factor in wind data predict PV cell temperature better than the standard approach which does not include wind data. The models' accuracy was estimated based on R2 and RMSE values. A model is more accurate the higher the R2 is and the lower the RMSE is. In addition, we noticed that the models investigated are more accurate for a short time period during the day.
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页数:9
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