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.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Study and Modeling of the Thermal Behavior of a Photovoltaic Cell Under Arid and Semi-arid Sites Conditions
    Nfaoui, Mohamed
    Mejdal, Mohamed
    El-hami, Khalil
    Hayani-Mounir, Sanaa
    ADVANCED INTELLIGENT SYSTEMS FOR SUSTAINABLE DEVELOPMENT (AI2SD'2020), VOL 2, 2022, 1418 : 626 - 642
  • [2] Agronomical evaluation of bananas under irrigation and semi-arid conditions
    de Faria, Hudson Caldeira
    Rodrigues Donato, Sergio Luiz
    Toledo Pereira, Marlon Cristian
    Silva, Sebastiao de Oliveira e
    CIENCIA E AGROTECNOLOGIA, 2010, 34 (04): : 830 - 836
  • [3] Evaluation of aonla (Phyllanthus emblica) genotypes under semi-arid conditions
    Singh, Narendra
    Kumar, Mukesh
    Sharma, Jeet Ram
    INDIAN JOURNAL OF AGRICULTURAL SCIENCES, 2021, 91 (12): : 1778 - 1782
  • [4] ACCLIMATIZATION OF EUCALYPTS UNDER SEMI-ARID CONDITIONS
    REVES, Y
    EISIKOWITCH, D
    INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 1981, 25 (01) : 21 - 28
  • [5] CROSSBREEDING OF SHEEP UNDER SEMI-ARID CONDITIONS
    FAHMY, MH
    GALAL, ESE
    GHANEM, YS
    KHISHIN, SS
    ANIMAL PRODUCTION, 1969, 11 : 351 - &
  • [6] EMERGY EVALUATION OF SEMI-ARID WATERSHEDS UNDER DIFFERENT MANAGEMENT STRATEGIES
    Palacio, H. A. Q.
    Andrade, E. M.
    Santos, J. C. N.
    Araujo Neto, J. R.
    Brasil, P. P.
    TRANSACTIONS OF THE ASABE, 2013, 56 (06) : 1357 - 1363
  • [7] Evaluation, comparison and experimental validation of different PV power prediction models under semi-arid climate
    Hajjaj, Charaf
    Merrouni, Ahmed Alami
    Bouaichi, Abdellatif
    Benhmida, Mohammadi
    Sahnoun, Smail
    Ghennioui, Abdellatif
    Zitouni, Houssain
    ENERGY CONVERSION AND MANAGEMENT, 2018, 173 : 476 - 488
  • [8] Evaluation of reproductive traits of Chokla sheep under semi-arid conditions of Rajasthan
    Mehrotra, Arnav
    Pannu, Urmila
    Chopra, Ashish
    Narula, H. K.
    Patel, A. K.
    INDIAN JOURNAL OF ANIMAL SCIENCES, 2019, 89 (09): : 1017 - 1020
  • [9] SEASONALITY IN WOOL GROWTH UNDER SEMI-ARID CONDITIONS
    ELSHERBINI, A
    MARKOTIC, B
    JOURNAL OF AGRICULTURAL SCIENCE, 1974, 83 (DEC): : 443 - 446
  • [10] SILAGE CORN RESPONSES TO DIFFERENT MULCH TILLAGE TREATMENTS UNDER ARID AND SEMI-ARID CLIMATIC CONDITIONS
    HAKIMI, AH
    KACHRU, RP
    ZEITSCHRIFT FUR ACKER UND PFLANZENBAU-JOURNAL OF AGRONOMY AND CROP SCIENCE, 1978, 147 (01): : 15 - 23