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Research Article

A combined theoretical and experimental performance analysis of a grid-tied photovoltaic system in semi-arid climate : a case study in Ghardaia, Algeria

, , , &
Pages 961-978 | Received 16 Apr 2020, Accepted 12 Aug 2020, Published online: 11 Sep 2020

Reference

  • Abderrezzaq, Z., M. Mohammed, N. Ammar, S. Nordine, D. Rachid, and B. Ahmed. 2017. Impact of dust accumulation on PV panel performance in the Saharan region. 2017 18th Int Conf Sci Tech Autom Control Comput Eng, IEEE. 471–75. doi: 10.1109/STA.2017.8314896
  • Adaramola, M. S., and E. E. T. Vågnes. 2015. Preliminary assessment of a small-scale rooftop PV-grid tied in Norwegian climatic conditions. Energy Conversion and Management 90:458–65. doi:10.1016/j.enconman.2014.11.028.
  • Al Shehri, A., B. Parrott, P. Carrasco, H. Al Saiari, and I. Taie. 2016. Impact of dust deposition and brush-based dry cleaning on glass transmittance for PV modules applications. Solar Energy 135:317–24. doi:10.1016/j.solener.2016.06.005.
  • Al-Sabounchi, A. M., S. A. Yalyali, and H. A. Al-Thani. 2013. Design and performance evaluation of a photovoltaic grid-connected system in hot weather conditions. Renewable Energy 53:71–78. doi:10.1016/j.renene.2012.10.039.
  • Amine, E. F., N. Lahcen, B. Amin, and O. Abdelkader. 2014. Performance parameters of a standalone PV plant. Energy Conversion and Management 86:490–95. doi:10.1016/j.enconman.2014.05.045.
  • ALQahtani, A. H..A simplified and accurate photovoltaic module parameters extraction approach using matlab. 2012 IEEE International Symposium on Industrial Electronics Hangzhou, 2012, pp. 1748–1753. doi:10.1109/ISIE.2012.6237355.
  • A. Al-Otaibi A. Al-Qattan F. Fairouz A. Al-Mulla, Performance evaluation of photovoltaic systems on Kuwaiti schools’ rooftop, May 2015. Energy Conversion and Management 95 doi:10.1016/j.enconman.2015.02.039.
  • Attari, K., A. Elyaakoubi, and A. Asselman. 2016. Performance analysis and investigation of a grid-connected photovoltaic installation in Morocco. Energy Reps 2:261–66. doi:http://dx.doi.10.1016/j.egyr.2016.10.004.
  • Ayompe, L. M., A. Duffy, S. J. McCormack, M. Conlon et al.. 2011. Measured performance of a 1.72 kW rooftop grid connected photovoltaic system in Ireland. Energy Conversion and Management 52(2):816–25. doi:10.1016/j.enconman.2010.08.007.
  • Bandou, F., A. H. Arab, M. S. Belkaid, P.-O. Logerais, O. Riou, and A. Charki. 2015. Evaluation performance of photovoltaic modules after a long time operation in Saharan environment. International journal of hydrogen energy 4 0:13839e13848.
  • Basoglu, M. E., A. Kazdaloglu, T. Erfidan, B. B. M. Z. Akir, and B. Çakır. 2015. Performance analyzes of different photovoltaic module technologies under Izmit, Kocaeli climatic conditions. Renewable and Sustainable Energy Reviews 52:357–65. doi:10.1016/j.rser.2015.07.108.
  • Bhakta, S., and V. Mukherjee. 2016. Solar potential assessment and performance indices analysis of photovoltaic generator for isolated Lakshadweep island of India. Sustainable Energy Technologies and Assessments 17:1–10. doi:http://dx.doi.10.1016/j.seta.2016.07.002.
  • Bhakta, S., and V. Mukherjee. 2017. Performance indices evaluation and techno economic analysis of photovoltaic power plant for the application of isolated India’s island. Sustainable Energy Technologies and Assessments 20:9–24. doi:http://dx.doi.10.1016/j.seta.2017.02.002.
  • Bouchakour, S., A. Tahour, H. Sayah, K. Abdeladim, and A. Abdelghani. 2014. Direct power control of grid connected photovoltaic system with linear reoriented coordinate method as maximum power point tracking algorithm. Revue Roumaine des Sciences Techniques– Électrotechn. et Énerg 59, 1:57–66. Bucarest.
  • Bouraiou, A., M. Hamouda, A. Chaker, A. Neçaibia, M. Mostefaoui, N. Boutasseta, A. Ziane, R. Dabou, N. Sahouane, and S. Lachtar. 2018. Experimental investigation of observed defects in crystalline silicon PV modules under outdoor hot dry climatic conditions in Algeria. Solar Energy 159 (December 2017):475–87. doi:10.1016/j.solener.2017.11.018
  • Bouraiou, A., M. Hamouda, A. Chaker, M. Mostefaoui, S. Lachtar, M. Sadok, N. Boutasseta, M. Othmani, A. Issam, et al.. 2015. Analysis and evaluation of the impact of climatic conditions on the photovoltaic modules performance in the desert environment. Energy Conversion and Management 106:1345–55. doi:10.1016/j.enconman.2015.10.073.
  • Boutana, N., A. Mellit, S. Haddad, A. Rabhi, and A. Massi Pavan. 2017. An explicit I-V model for photovoltaic module technologies. Energy Conversion and Management 138:400–12. doi:10.1016/j.enconman.2017.02.016.
  • CEB, E. S., M. L. Ndiaye, M. El Bah, A. Mbodji, A. Ndiaye, and P. A. Ndiaye. 2016. Performance analysis of the first large-scale (15MWp) grid-connected photovoltaic plant in Mauritania. Energy Conversion and Management 119:411–21. doi:10.1016/j.enconman.2016.04.070.
  • Chaiyant, B., P. Boonyang, and W. Napat. 2009. System performance of a three-phase PV-grid-connected system installed in Thailand: data monitored analysis. Renewable Energy 34:384–89. doi:10.1016/j.renene.2008.05.022.
  • Charabi, Y., and A. Gastli. 2013. Integration of temperature and dust effects in siting large PV power plant in hot arid area. Renewable Energy 57:635–44. doi:10.1016/j.renene.2013.02.031.
  • Chouder, A., S. Silvestre, Taghezouit, E. Karatepe, and B. Taghezouit. 2013. Monitoring, modelling and simulation of PV systems using LabVIEW. Solar Energy 91:337–49. doi:10.1016/j.solener.2012.09.016.
  • Congedo, P. M., M. Malvoni, M. Mele, and M. G. De Giorgi. 2013. Performance measurements of monocrystalline silicon PV modules in South-eastern Italy. Energy Conversion and Management 68:1–10. doi:10.1016/j.enconman.2012.12.017.
  • Cucumo, M., A. De Rosa, V. Ferraro, D. Kaliakatsos, and V. Marinelli. 2006. Performance analysis of a 3 kW grid-connected photovoltaic plant. Renewable Energy 31:1129–38. doi:10.1016/j.renene.2005.06.005.
  • Dabou, R., F. Bouchafaa, A. Hadj Arab, A. Bouraiou, M. D. Draou, A. Neçaibia, and M. Mostefaoui. 2016. Monitoring and performance analysis of grid connected photovoltaic under different climatic conditions in south Algeria. Energy Conversion and Management 130 (2016):200–06. doi:10.1016/j.enconman.2016.10.058.
  • Dabou, R., N. Sahouane, A. Necaibia, M. Mostefaoui, F. Bouchafaa, A. Rouabhia, et al. 2017. Impact of partial shading and PV array power on the performance of grid connected PV station. 2017 18th Int. Conf. Sci. Tech. Autom. Control Comput. Eng., Monastir, Tunisia: IEEE. 476–81. doi: 10.1109/STA.2017.8314901.
  • Daher, D. H., L. Gaillard, M. Amara, and C. Ménézo. 2018. Impact of tropical desert maritime climate on the performance of a PV grid-connected power plant. Renewable Energy 125:729–37. doi:10.1016/j.renene.2018.03.013.
  • Dobaria, B., M. Pandya, and M. Aware. 2016. Analytical assessment of 5.05 kWp grid tied photovoltaic plant performance on the system level in a composite climate of Western India. Energy 111:47–51. doi:10.1016/j.energy.2016.05.082.
  • Edalati, S., M. Ameri, and M. Iranmanesh. 2015. Comparative performance investigation of mono- and poly-crystalline silicon photovoltaic modules for use in grid-connected photovoltaic systems in dry climates. Applied Energy 160:255–65. doi:10.1016/j.apenergy.2015.09.064.
  • Eke, R., and H. Demircan. 2013. Performance analysis of a multi crystalline Si photovoltaic module under Mugla climatic conditions in Turkey. Energy Conversion and Management 65:580–86. doi:10.1016/j.enconman.2012.09.007.
  • El-Nashar, A. M. 2003. Effect of dust deposition on the performance of a solar desalination plant operating in an arid desert area. Solar Energy 75 (5):421–31. doi:10.1016/j.solener.2003.08.032.
  • Evans, D. L. 1981. Simplified method for predicting photovoltaic array output. Solar Energy 27 (6):555–60. doi:10.1016/0038-092X(81)90051-7.
  • Filippo, S., Fabio, C. 2013. Monitoring and checking of performance in photovoltaic plants: a tool for design, installation and maintenance of grid connected systems, Renew. Energy 6 (2013):722–732.
  • Ferrada, P., F. Araya, A. Marzo, and E. Fuentealba. 2015. Performance analysis of photovoltaic systems of two different technologies in a coastal desert climate zone of Chile. Solar Energy 114:356–63. doi:10.1016/j.solener.2015.02.009.
  • Fraunhofer ISE. 2017. (Accessed December 7, 2018). https://www.ise.fraunhofer.de/content/dam/ise/de/documents/publications/studies/Photovoltaics-Report.pdf
  • Gairaa, K., and Y. Bakelli. 2013. Solar Energy Potential Assessment in the Algerian South Area: Case of Ghardaïa Region. Journal of Renewable Energy Article ID 496348: 11 pages. doi:10.1155/2013/496348.
  • Garcia, A., and J. L. Balenzategui. 2004. Estimation of photovoltaic module yearly temperature and performance based on nominal operation cell temperature. Renewable Energy 29:1997e2010.
  • Ghiani, E., F. Pilo, and S. Cossu Evaluation of photovoltaic installations performances in
  • Ghouari A, Hamouda ch, Chaghi A, Chahdi M, Data monitoring and performance analysis of a 1.6kWp grid connected PV system in Algeria,International Journal of Renewable Energy Research-IJRER,Vol.6, No.1, 2016.
  • Gil-Arias, O., and E. I. Ortiz-Rivera. 2008. A general purpose tool for simulating the behavior of PV solar cells, modules and arrays. 11th IEEE Work. Control Model. Power Electron. COMPEL 2008. DOI: 10.1109/COMPEL.2008.4634686
  • IEA International Energy Agency, 2016. Trends 2016 in Photovoltaic Applications. Report IEA PVPS T1-30:2016. ISBN 978-3-906042-45-9. http://iea-pvps.org/fileadmin/dam/public/report/national/Trends_2016_-_mr.pdf.
  • IEC Standard 61724. 1998. Photovoltaic system performance monitoring guidelines for measurement, data exchange and analysis. ALQahtani AH, Abuhamdeh MS, Alsmadi YM. A simplified and comprehensive approach to characterize photovoltaic system performance. 2012 IEEE Energytech, Cleveland, OH, USA: IEEE; 2012. 1–6.
  • Javed, W., Y. Wubulikasimu, B. Figgis, and B. Guo. 2017. Characterization of dust accumulated on photovoltaic panels in Doha, Qatar. Solar Energy 142:123–35. doi:10.1016/j.solener.2016.11.053.
  • Kaldellis, J. K., M. Kapsali, and K. A. Kavadias. 2014. Temperature and wind speed impact on the efficiency of PV installations. Experience obtained from outdoor measurements in Greece. Renewable Energy 66:612–24. doi:http://dx.doi.10.1016/j.renene.2013.12.041.
  • Kalogirou, S. A., R. Agathokleous, and G. Panayiotou. 2013. On-site PV characterization and the effect of soiling on their performance. Energy 51:439–46. doi:10.1016/j.energy.2012.12.018.
  • Kaplani, E., and S. Kaplanis. 2014. Thermal modelling and experimental assessment of the dependence of PV module temperature on wind velocity and direction, module orientation and inclination. Solar Energy 107:443–60. doi:10.1016/j.solener.2014.05.037.
  • King, D. L., S. Gonzalez, G. M. Galbraith, and W. E. Boyson. September 2007. Performance model for grid- connected photovoltaic inverter. Sandia National Laboratories, Sandia Report; SAND2007-5036. Sandia Technical Report 38:655–60.
  • Kumar, K. A., K. Sundareswaran, and P. R. Venkateswaram. 2014. Performance study on a grid connected 20 kWp solar photovoltaic installation in an industry in Tiruchirappalli (India). Energy for Sustainable Development 23:294–304. doi:10.1016/j.esd.2014.10.002.
  • Kymakis, E., S. Kalykakis, and T. M. Papazoglou. 2009a. Performance analysis of a grid connected photovoltaic park on the island of Crete. Energy Conversion and Management 50. doi:433–8.http://dx.doi.10.1016/j.enconman.2008.12.009.
  • Makrides, G., B. Zinsser, A. Phinikarides, M. Schubert, and G. E. Georghiou. 2012. Temperature and thermal annealing effects on different photovoltaic technologies. Renewable Energy 43:407–17. (June 2006). https://doi.org/10.1016/j.renene.2011.11.046.
  • Ministry of Energy and Mining. 2016. Algeria. http://www.mem-algeria.org.
  • Mondol, J. D., Y. G. Yohanis, M. Smyth, and B. Norton. 2005. Long-term validated simulation of a building integrated photovoltaic system. Solar Energy 78:163–76. doi:10.1016/j.solener.2004.04.021.
  • Mpholo, M., T. Nchaba, and M. Monese. 2015. Yield and performance analysis of the first gridconnected solar farm at Moshoeshoe I International Airport, Lesotho. Renewable Energy 81:845–52. doi:10.1016/j.renene.2015.04.001.
  • Mussard, M., and M. Amara. 2018. Performance of solar photovoltaic modules under arid climatic conditions: A review. Solar Energy 174:409–21. doi:10.1016/j.solener.2018.08.071.
  • Nacer, T., A. Hamidat, O. Nadjemi, M. Bey et al.. 2016. Feasibility study of grid connected photovoltaic system in family farms for electricity generation in rural areas. Renewable Energy 96(Part A):305–18. doi:10.1016/j.renene.2016.04.093.
  • Nahar, N. M., and J. P. Gupta. 1990. Effect of dust on transmittance of glazing materials for solar collectors under arid zone conditions of India. Solar & Wind Technology 7 (2–3):237–43. doi:10.1016/0741-983X(90)90092-G.
  • Nassar-eddine, I., A. Obbadi, Y. Errami, and M. Agunaou. 2016. Parameter estimation of photovoltaic modules using iterative method and the Lambert W function: a comparative study. Energy Conversion and Management 119:37–48. doi:10.1016/j.enconman.2016.04.030.
  • Necaibia, A., A. Bouraiou, A. Ziane, N. Sahouane, S. Hassani, M. Mostefaoui, R. Dabou, and S. Mouhadjer. 2018. Analytical assessment of the outdoor performance and efficiency of grid-tied photovoltaic system under hot dry climate in the south of Algeria. Energy Conversion and Management 171:778–86. doi:10.1016/j.enconman.2018.06.020.
  • Notton, G., V. Lazarov, and L. Stoyanov. 2010. Optimal sizing of a grid-connected PV system for various PV module technologies and inclinations, inverter efficiency characteristics and locations. Renewable Energy 35 (2):541–54. doi:10.1016/j.renene.2009.07.013.
  • Okello, D., E. E. van Dyk, and F. J. Vorster. 2015. .Analysis of measured and simulated performance data of a 3.2 kWp grid-connected PV system in Port Elizabeth, South Africa. Energy Conversion and Management 100 (2015):10–15.
  • Olivares, D., P. Ferrada, C. D. Matos, A. Marzo, E. Cabrera, C. Portillo, and J. Llanos. 2017. Characterization of soiling on PV modules in the Atacama Desert. Energy Procedia 124:547–53. doi:10.1016/j.egypro.2017.09.263.
  • Ortiz Rivera, E. I., and F. Z. Peng. 2006. Linear Reoriented Coordinates Method. IEEE International Conference on Electro/information Technology 459–464. doi: 10.1109/EIT.2006.252134.
  • Ortiz-Rivera, E., and F. Peng. June 2005. Analytical model for a photovoltaic module using the electrical characteristics provided by the manufacturer data sheet, Power Electronics Specialists Conference, 2005. IEEE 36th. 2087–91. Recife, Brazil.
  • Ozden, T., B. G. Akinoglu, and R. Turan. 2017. Long term outdoor performance of three different on-grid PV arrays in central Anatolia – an extended analysis. Renewable Energy 101:182–95. doi:10.1016/j.renene.2016.08.045.
  • Padmavathi, K., and S. A. Daniel. 2013. Performance analysis of a 3 MWp grid connected solar photovoltaic power plant in India. Energy for Sustainable Development 17:615–25. doi:10.1016/j.esd.2013.09.002.
  • Papaioannou, I. T., and A. Purvins. 2012. Mathematical and graphical approach for maximum power point modelling. Applied Energy 91:59–66. doi:10.1016/j.apenergy.2011.09.005.
  • Pietruszko, S. M., and M. Gradzki. 2003. .Performance of a grid connected small PV system in Poland. Applied Energy 74 (1–2):177–84. doi:http://dx.doi.10.1016/S0306-2619(02)00144-7.
  • Ramli, M. A. M., E. Prasetyono, R. W. Wicaksana, N. A. Windarko, K. Sedraoui, Y. A. Al-Turki, et al.. 2016. On the investigation of photovoltaic output power reduction due to dust accumulation and weather conditions. Renewable Energy 99:836–44. doi:10.1016/j.renene.2016.07.063.
  • Rampinelli, G. A., A. Krenzinger, and F. Chenlo Romero. 2014. Mathematical models for efficiency of inverters used in grid connected photovoltaic systems. Renewable and Sustainable Energy Reviews 34:578–87. doi:10.1016/j.rser.2014.03.047.
  • REN21 (2017) Renewables 2017 Global Status Report, ISBN 978-3-9818107-6-9.
  • Roumpakias, E., and A. Stamatelos. 2017. Comparative performance analysis of grid-connected photovoltaic system by use of existing performance models. Energy Conversion and Management 150:14–25. doi:10.1016/j.enconman.2017.08.001.
  • Saber Esmail, M., L. S. Eang, M. Sumanth, Y. Wang, and D. Chirag. 2014. PV (photovoltaics) performance evaluation and simulation-based energy yield prediction for tropical buildings. Energy 71:588–95. doi:10.1016/j.energy.2014.04.115.
  • Saidan, M., A. G. Albaali, E. Alasis, and J. K. Kaldellis. 2016. Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment. Renewable Energy 92:499–505. doi:10.1016/j.renene.2016.02.031.
  • Semaoui, S., A. H. Arab, E. K. Boudjelthia, S. Bacha, and H. Zeraia. 2015. Dust effect on optical transmittance of photovoltaic module glazing in a desert region. Energy Procedia 74:1347–57. doi:10.1016/j.egypro.2015.07.781.
  • Sera, D., R. Teodorescu, and P. Rodriguez. 2007. PV panel model based on datasheet values. 2007 ISIE 2007 IEEE International symposium on industrial electronics.IEEE. 2392–96. Vigo, Spain.
  • Sharma, V., and S. S. Chandel. 2013. Performance analysis of a 190 kWp grid interactive solar photovoltaic power plant in India. Energy 55:476–85. doi:10.1016/j.energy.2013.03.075.
  • Shiva Kumar, B., and K. Sudhakar. 2015. Performance evaluation of 10 MW grid connected solar photovoltaic power plant in India. Energy Reps 1:184–92. doi:10.1016/j.egyr.2015.10.001.
  • Skoplaki, E., and J. A. Palyvos. 2009. On the temperature dependence of photovoltaic module electrical performance: a review of efficiency/power correlations. Solar Energy 83:614e624. doi:10.1016/j.solener.2008.10.008.
  • Subhash, C., A. Purohit, A. Sharm, N. S. P. Arvind, M. S. Dhaka, and M. S. Dhaka. 2015. A study on photovoltaic parameters of mono-crystalline silicon solar cell with cell temperature. Energy Reports 1:104–09. doi:10.1016/j.egyr.2015.03.004.
  • Sundaram, S., and J. S. C. Babu. 2015. Performance evaluation and validation of 5 MWp grid connected solar photovoltaic plant in South India. Energy Conversion Management 100:429–39. doi:10.1016/j.enconman.2015.04.069.
  • Tahri, A., S. Silvestre, F. Tahri, S. Benlebna, and A. Chouder. 2017. Analysis of thin film photovoltaic modules under outdoor long term exposure in semi-arid climate conditions. Solar Energy 157:587–95. doi:10.1016/j.solener.2017.08.048.
  • Tebibel, H., and S. Labed. 2013. Performance results and analysis of self-regulated PV system in Algerian sahara. Renewable Energy 60:691–700. doi:10.1016/j.renene.2013.06.032.
  • Tian, H., F. Mancilla-David, K. Ellis, E. Muljadi, and P. Jenkins. 2012. A cell-to-module-toarray detailed model for photovoltaic panels. Solar Energy 86:2695–706. doi:10.1016/j.solener.2012.06.004.
  • Touati, F., M. A. Al-Hitmi, N. A. Chowdhury, J. A. Hamad, and J. R. San Pedro Gonzales Antonio. 2016. Investigation of solar PV performance under Doha weather using a customized measurement and monitoring system. Renewable Energy 89:564–77. doi:10.1016/j.renene.2015.12.046.
  • Tripathi, B., P. Yadav, S. Rathod, and M. Kumar. 2014. Performance analysis and comparison of two silicon material based photovoltaic technologies under actual climatic conditions in Western India. Energy Conversion and Management 80:97–102. doi:10.1016/j.enconman.2014.01.013.
  • Wiesinger, F., F. Sutter, F. Wolfertstetter, N. Hanrieder, A. Fernández-García, R. Pitz-Paal, and M. Schmücker. 2018 Assessment of the erosion risk of sandstorms on solar energy technology at two sites in Morocco. Solar Energy 162:217–28.(December 2017). doi:10.1016/j.solener.2018.01.004.
  • Wittkopf, S., S. Valliappan, L. Liu, K. S. Ang, and S. C. J. Cheng. 2012. Analytical performance monitoring of a 142.5 kWp grid-connected rooftop BIPV system in Singapore. Renewable Energy 47:9–20. doi:10.1016/j.renene.2012.03.034.
  • Zaghba, L., M. Khennane, A. Fezzani, A. Borni, and I. Hadj Mahammed. 2019. Experimental Outdoor Performance Evaluation of Photovoltaic Plant in a Sahara Environment (Algerian Desert). International Journal of Ambient Energy 1–11. doi:10.1080/01430750.2019.1636865.
  • Zaghba, L., M. Khennane, A. Fezzani, A. Borni, and I. Hadj Mahammed. 2020. Experimental performance assessment of a 2.25 kWp Rooftop PV system installed in the desert environment: a case study of Ghardaia, Algeria. International Journal of sustainable engineering 1–12. doi:10.1080/19397038.2020.1743377.
  • Zaghba, L., M. Khennane, I. Hadj Mahamed, H. S. Oudjana, A. Fezzani, A. Bouchakour, and N. Terki. 2016. A combined simulation and experimental analysis the dynamic performance of a 2 kW photovoltaic plant installed in the desert environment. International Journal of Energy and Environment 7:249–60. doi:10.1007/s40095-016-0216-2.
  • Zaghbaa, L., M. Khennane, N. Terki, A. Borni, A. Bouchakour, A. Fezzani, I. Hadj Mahamed, and S. H. Oudjana, 2017. The effect of seasonal variation on the performances of grid connected photovoltaic system in southern of Algeria, AIP Conference Proceedings 1814.Technologies and Material for renewal energy, environment and sustailnability: TMRESS16-Cnam France. 020005 doi: 10.1063/1.4976224.
  • Zaghbab, L., A. Borni, M. Khennane, N. Terki, A. Fezzani, A. Bouchakour,I, H. Mahamed, and S. H. Oudjana. 2017. Experimental Typical Meteorological Years to Study Energy Performance of a PV Grid Connected System.Energy. Energy Procedia 119:297–307. doi:10.1016/j.egypro.2017.07.085.

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