Abstract
This study analyzes the power production (PP) and energy yield of four 100 kW PV subfields, consisting of monocrystalline and polycrystalline technologies, with fixed and single-axis tracking systems. All subfields are installed at a 30° inclination, close to the region’s optimal angle. Actual performance data were recorded every four minutes in OUED-NECHOU, Ghardaïa, over four experimental days in 2016, each representing a different season. The results indicate that single-axis tracking subfields consistently outperformed fixed systems throughout the diurnal cycle by generating more power and enhancing overall performance. However, on May 1st, the fixed mc-Si and pc-Si subfields reached peak outputs of 95.67 kW and 84.06 kW, respectively, surpassing the motorized subfields, which recorded 88.35 kW and 83.01 kW. Conversely, on July 1st, the single-axis tracking systems achieved their highest daily energy generation, with the mc-Si subfield producing 787.94 kWh/day and the pc-Si single-axis system generating 715.17 kWh/day. Further analysis of mean power output augmentation demonstrated that single-axis tracking subfields consistently outperformed their fixed counterparts, which served as the baseline across all experimental days, with the highest gains observed in east–west tracking systems. On July 1st, the mc-Si tracking system achieved a 19.22% increase over the fixed mc-Si subfield, while the pc-Si tracking subfield exceeded its fixed counterpart by a remarkable gain of 21.44%. Moreover, tracking systems exhibited a clear advantage in maximizing solar energy capture, leading to higher energy production. Finally, the impact of weather conditions, including solar irradiance, temperature, wind speed, and relative humidity, on PV subfield power generation was experimentally analyzed.
Similar content being viewed by others
Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author upon reasonable request.
References
Haddad, B., Liazid, A. & Ferreira, P. A multi-criteria approach to rank renewables for the Algerian electricity system. Renew. Energy 107, 462–472 (2017).
Saiah, S. B. D. & Stambouli, A. B. Prospective analysis for a long-term optimal energy mix planning in Algeria: Towards high electricity generation security in 2062. Renew. Sustain. Energy Rev. 73, 26–43 (2017).
Huan, Z., Chuanyu, S. & Mingming, G. Progress in profitable Fe-based flow batteries for broad-scale energy storage. Wiley Interdiscip. Rev. Energy Environ. 13 (2024).
Stambouli, A. B., Khiat, Z., Flazi, S. & Kitamura, Y. A review on the renewable energy development in Algeria: Current perspective, energy scenario and sustainability issues. Renew. Sustain. Energy Rev. 16, 4445–4460 (2012).
Sharma, V. & Chandel, S. S. Performance analysis of a 190 kWp grid interactive solar photovoltaic power plant in India. Energy 55, 476–485 (2013).
Dahmoun, M. E. H. et al. Performance evaluation and analysis of grid-tied large-scale PV plant in Algeria. Energy Sustain. Dev. 61, 181–195 (2021).
Ascencio-Vásquez, J., Osorio-Aravena, J. C., Brecl, K., Muñoz-Cerón, E. & Topič, M. Typical daily profiles, a novel approach for photovoltaics performance assessment: Case study on large-scale systems in Chile. Sol. Energy 225, 225–374 (2021).
Bentouba, S., Bourouis, M., Zioui, N., Pirashanthan, A. & Velauthapillai, D. Performance assessment of a 20 MW photovoltaic power plant in a hot climate using real data and simulation tools. Energy Rep. 7, 7297–7314 (2021).
Kumar, S. B. S. & Sudhakar, K. Performance evaluation of 10 MW grid-connected solar photovoltaic power plant in India. Energy Rep. 1, 184–192 (2015).
Touili, S. S., Alami Merrouni, A., El Hassouani, Y. & Amrani, A. I. Performance analysis of large-scale grid-connected PV plants in the MENA region. Int. J. Eng. Res. Afr. 42, 139–148 (2019).
Gómez-Uceda, F. J., Ramirez-Faz, J., Varo-Martinez, M. & Fernández-Ahumada, L. M. New omnidirectional sensor based on open-source software and hardware for tracking and backtracking of twin-axis solar trackers in photovoltaic plants. Sensors 21, 1–16 (2021).
Lazaroiu, G. G. C., Longo, M., Roscia, M. & Pagano, M. Comparative analysis of fixed and sun-tracking low-power PV systems considering energy consumption. Energy Convers. Manag. 92, 143–148 (2015).
Nsengiyumva, W., Chen, S., Hu, L. & Chen, X. Recent advancements and challenges in solar tracking systems (STS): A review. Renew. Sustain. Energy Rev. 81, 250–279 (2018).
Wu, C. H., Wang, H. C. & Chang, H. Y. Dual-axis solar tracker with satellite compass and inclinometer for automatic positioning and tracking. Energy Sustain. Dev. 66, 308–318 (2022).
Zaghba, L. et al. Intelligent MPPT control of stationary and dual-axis tracking grid-connected photovoltaic system. Sci. Digital Library 1, 199–205 (2018).
Zaghba, L., Khennane, M., Fezzani, A., Borni, A. & Mahammed, I. H. Experimental outdoor performance evaluation of photovoltaic plant in a Sahara environment (Algerian desert). Int. J. Ambient Energy 43, 314–324 (2019).
Vaziri Rad, M. A., Oopshekan, A., Rahdan, P., Kasaeian, A. & Mahian, O. A comprehensive study of techno-economic and environmental features of different solar tracking systems for residential photovoltaic installations. Renew. Sustain. Energy Rev. https://doi.org/10.1016/j.rser.2020.109923 (2020).
Kumba, K. et al. Solar tracking systems: Advancements, challenges and future directions: A review. Energy Rep. 12, 3566–3583 (2024).
Kumba, K. et al. Performance evaluation of a second-order lever single axis solar tracking system. IEEE J. Photovoltaics 12(5), 1219–1229 (2022).
Ponce-Jara, M. A., Pazmino, I., Moreira-Espinoza, Á., Gunsha-Morales, A. & Rus-Casas, C. Assessment of single-axis solar tracking system efficiency in equatorial regions: A case study of Manta, Ecuador. Energies 17(16), 3946 (2024).
Pendem, S. R. & Mikkili, S. Modeling, simulation and performance analysis of solar PV array configurations (series, series–parallel and honey-comb) to extract maximum power under partial shading condition. Energy Rep. 4, 274–287 (2018).
Kumar, N. M., Subathra, M. P. & Moses, J. E. On-grid solar photovoltaic system: components, design considerations, and case study. In 4th International Conference on Electrical Energy Systems, Chennai, India, 616–619 (2018).
Bahanni, C., Adar, M., Boulmrharj, S., Khaidar, M. & Mabrouki, M. Analysis of weather impact on the yield of PV plants installed in two antagonistic cities in Morocco. In 5th International Conference on Renewable Energies for Developing Countries, Marrakech, Morocco, 1–6 (2020).
Kawajiri, K., Oozekia, T. & Genchi, Y. Effect of temperature on PV potential in the world. Environ. Sci. Technol. 45, 9030–9035 (2011).
Bahanni, C., Adar, M., Boulmrharj, S., Khaidar, M. & Mabrouki, M. Performance comparison and impact of weather conditions on different photovoltaic modules in two different cities. Industr. J. Electr. Eng. Comput. Sci. 25, 1275–1286 (2022).
Amelia, A. R. et al. Investigation of the effect of temperature on photovoltaic (PV) panel output performance. Int. J. Adv. Sci. Eng. Inf. Technol. 6, 2088–5334 (2016).
Karami, E. et al. Performance analysis and comparison of different photovoltaic module technologies under different climatic conditions in Casablanca. J. Fundam. Renew. Energy Appl. 7, 1–6 (2017).
Malvoni, M., Kumar, N. M., Chopra, S. S. & Hatziargyriou, N. Performance and degradation assessment of large-scale grid-connected solar photovoltaic power plant in tropical semi-arid environment of India. Sol. Energy 203, 101–113 (2020).
Al-Maghalseh, M. Experimental study to investigate the effect of dust, wind speed and temperature on the PV module performance. Jordan J. Mech. Ind. Eng. 12, 123–129 (2018).
Kumar, N. M., Gupta, R. P., Mathew, M., Jayakumar, A. & Singh, N. K. Performance, energy loss, and degradation prediction of roof-integrated crystalline solar PV system installed in Northern India. Case Stud. Thermal Eng. 13, 2019.
Correa-Betanzo, C., Calleja, H. & De León-Aldaco, S. Module temperature models assessment of photovoltaic seasonal energy yield. Sustain. Energy Technol. Assess. 27, 9–16 (2018).
Olukan, T. A. & Emziane, M. A comparative analysis of PV module temperature models. Energy Procedia 62, 694–703 (2014).
Balta, M., Sahin, S., Akgul, S., Kurt, U. & Ozkan, A. Investigation of effects of dust, wind and relative nutrients in solar power plants: Amasya example. J. Eng. Res. Appl. Sci. 6, 628–633 (2017).
Al-Bashir, A., Al-Dweri, M., Al-Ghandoor, A., Hammad, B. & Al-Kouz, W. Analysis of effects of solar irradiance, cell temperature and wind speed on photovoltaic systems performance. Int. J. Energy Econ. Policy 10, 353–359 (2020).
Ramli, M. A. et al. On the investigation of photovoltaic output power reduction due to dust accumulation and weather conditions. Renew. Energy 99, 836–844 (2016).
Dawoud, M. & Lim, S. C. Performance comparison of fixed and single-axis tracker photovoltaic system in large-scale solar power plants in Malaysia. Ind. J. Electr. Eng. Comput. Sci. 21, 10–17 (2021).
Lagouch, A., Maouedj, R. & Benatiallah, A. A 5-MWp grid-connected photovoltaic plant’s performance analysis and challenges under Algerian Sahara conditions. Int. J. Ambient Energy https://doi.org/10.1080/01430750.2024.2304732 (2024).
Aoun, N. Energy and exergy analysis of a 20-MW grid-connected PV plant operating under harsh climatic conditions. Clean Energy 8, 281–298 (2024).
Kumar, N. K., Subramaniam, V. & Murugan, E. Performance analysis of large-scale grid-connected PV plants in the MENA Region. Mater. Today. Proc. 5, 1076–1081 (2018).
Singh, R., Kumar, S., Gehlot, A. & Pachauri, R. An imperative role of sun trackers in photovoltaic technology: A review. Renew. Sustain. Energy Rev. 82, 3263–3278 (2018).
Qader, V., Ali, O. & Hasan, N. An experimental comparison between fixed and single-axis tracking photovoltaic solar panel performance: Zakho City as case study. Al-Rafidain Eng. J. 28, 272–279 (2023).
Kabir, M. H., Jihad, M. H. A. & Chowdhury, S. Analysis of solar panel power investigation using fixed-axis, single-axis and dual-axis solar tracker. Procedia Comput. Sci. 282, 708–714 (2025).
Rezk, H., Gomaa, M. R. & Mohamed, M. A. Energy performance analysis of on-grid solar photovoltaic system—a practical case study. Int. J. Renew. Energy Res. 9 (2019).
Gomaa, M. R., Hammad, W., Al-Dhaifallah, M. & Rezk, H. Performance enhancement of grid-tied PV system through proposed design cooling techniques: An experimental study and comparative analysis. Sol. Energy 211, 1110–1127 (2020).
Hashim, S. M. & Hassan, R. I. Impact of high temperature on PV productivity in hot desert climates. Green Technol. Resil. Sustain. https://doi.org/10.1007/s44173-022-00009-9 (2022).
Kalu, C., Ezenugu, I. A. & Umoren, A. M. Comparative study of performance of three different photovoltaic technologies. Mater. Softw. Eng. 2, 19–29 (2019).
Allouhi, A. et al. Grid-connected PV systems installed on institutional buildings: Technology comparison, energy analysis and economic performance. Energy Build. 130, 188–201 (2016).
Al-Otaibi, A., Al-Qattan, A., Fairouz, F. & Al-Mulla, A. Performance evaluation of photovoltaic systems on Kuwaiti schools’ rooftop. Energy Convers. Manag. 95, 110–119 (2015).
Marion, B. & Smith, B. Photovoltaic system derived data for determining the solar resource and for modeling the performance of other photovoltaic systems. Sol. Energy 147, 147–357 (2017).
Gougui, A., Djafour, A., Khelfaoui, N. & Boutelli, H. Empirical models validation to estimate global solar irradiance on a horizontal plane in Ouargla, Algeria. In AIP Conference Proceedings (2018).
Sidibba, S. & Bah, E. Characterization and modeling of solar radiation on the ground, application to the estimate of solar potential available on the coast of Nouakchott. Mater. Dev. 4, 1 (2019).
de Brichambaut, C. P. Estimation of energy resources in France. Notebooks of the A.F.E.D.E.S, No. 1 (1975).
Bayrakçı, H. C., Demircan, C. & Keçebaş, A. The development of empirical models for estimating global solar radiation on horizontal surface: A case study. Renew. Sustain. Energy Rev. 81, 2771–2782 (2018).
Namrata, K., Sharma, S. P. & Seksena, S. B. L. Empirical models for the estimation of global solar radiation with sunshine hours on horizontal surface for Jharkhand (India). Appl. Sol. Energy 52, 164–172 (2016).
Takilalte, A., Harrouni, S., Yaiche, M. R. & Mora-López, L. New approach to estimate 5-min global solar irradiation data on tilted planes from horizontal measurement. Renew. Energy 145, 2477–2488 (2020).
Moummi, A., Hamani, N., Moummi, N. & Mokhtari, Z. Estimation du rayonnement solaire par deux approches semi-empiriques dans le site de Biskra. In Proceedings of the 8th International Meeting on Energetical Physics, Béchar, Algeria, November 2006.
El Mghouchi, Y., Chham, E., Krikiz, M. S., Ajzoul, T. & El Bouardi, A. On the prediction of the daily global solar radiation intensity on south-facing plane surfaces inclined at varying angles. Energy Convers. Manage. 120, 397–411 (2016).
Bensaha, A. A., Benkouider, F. & Bekkouche, S. M. A. Estimation du rayonnement solaire en ciel clair par des modèles empiriques: Application au site de Ghardaïa (Algérie). In Proceedings of the 1st International Seminar on the Apport of the Simulation in Technological Innovation, Ghardaïa, Algeria, November 2017.
Hamani, N. Modélisation du flux solaire incident et de la température de sortie dans un capteur solaire à eau avec effet de concentration du rayonnement solaire incident. Doctoral dissertation, Université Mohamed Khider, Biskra, Algeria (2005).
Benbouza, N., Moghalles, M. M. S., El Ayad, A. N. & Amel, B. Optimization of the solar radiation received by photovoltaic panels using solar tracking systems: Study case in south of Algeria. In Proceedings of the 5th International AEGEAN Symposium on Innovation Technologies and Engineering, Izmir, Turkey, February 2022.
Boukelia, T. E., Mecibah, M. S. & Meriche, I. E. General models for estimation of the monthly mean daily diffuse solar radiation (Case study: Algeria). Energy Convers. Manage. 81, 211–219 (2014).
Despotovic, M., Nedic, V., Despotovic, D. & Cvetanovic, S. Evaluation of empirical models for predicting monthly mean horizontal diffuse solar radiation. Renew. Sustain. Energy Rev. 56, 246–260 (2016).
Capderou, M. Atlas solaire de l’Algérie. Modèles Théoriques et Expérimentaux, Vol. 1 (Office des Publications Universitaires, Algeria, 1987).
Cubukcu, M. & Gumus, H. Performance analysis of a grid-connected photovoltaic plant in eastern Turkey. Sustain. Energy Technol. Assess. 39, 100724 (2020).
Pirzadi, M. & Ghadimi, A. A. Performance evaluation of first Iranian large-scale photovoltaic power plant. J. Electr. Eng. 51, 19–30 (2020).
Veerendra Kumar, D. J. et al. Performance evaluation of 1.1 MW grid-connected solar photovoltaic power plant in Louisiana. Energy 15, 3420 (2020).
Bendaas, I. et al. Performance evaluation of large-scale photovoltaic power plant in Saharan climate of Algeria based on real data. Energy Sustain. Dev. 76, 101293 (2023).
Jamil, I., Lucheng, H., Habib, S., Aurangzeb, M. & Ahmed, E. M. Performance ratio analysis based on energy production for large-scale solar plant. IEEE Access 10, 5715–5735 (2022).
Karami, E., Rafi, M., Ridah, A., Hartiti, B. & Thevenin, P. Analysis of measured and simulated performance data of different PV modules of silicon in Casablanca. In Second International Conference on Smart Applications and Data Analysis for Smart Sites, 27–28 February 2018.
Zaghba, L., Khennane, M., Mekhilef, S., Fezzani, A. & Borni, A. Experimental outdoor performance assessment and energy efficiency of 11.28 kWp grid-tied PV systems with sun tracker installed in Saharan climate: A case study in Ghardaia, Algeria. Sol. Energy 243, 174–192 (2022).
Ameur, A., Sekkat, A., Loudiyi, K. & Aggour, M. Performance evaluation of different photovoltaic technologies in the region of Ifrane, Morocco. Energy Sustain. Dev. 52, 96–103 (2019).
Hafez, A. Z., Shazly, J. H. & Eteiba, M. B. Comparative evaluation of optimal energy efficiency designs for solar tracking systems. In Proceedings Third International Conference on Advances in Applied Science and Environmental Engineering, 134–141 (2015).
Hussein, L. A., Ayadi, O. & Fathi, M. Performance comparison for sun-tracking mechanism photovoltaic (PV) and concentrated photovoltaic (CPV) solar panels with fixed system PV panels in Jordan. In Proceedings 12th International Renewable Engineering Conference, Amman, Jordan, Apr. 2021 (IEEE).
Elkholy, A., Fahmy, F. H., El-Ela Abou, A. A., Nafeh, A. E. S. A. & Spea, S. R. Experimental evaluation of 8 kW grid-connected photovoltaic system in Egypt. J. Electr. Syst. Inf. Technol. 3, 217–229 (2016).
Dabou, R. et al. Monitoring and performance analysis of grid connected photovoltaic under different climatic conditions in south Algeria. Energy Convers. Manage. 130, 200–206 (2016).
Panagea, I. S., Tsanis, I. K. & Koutroulis, A. G. Climate change impact on photovoltaic energy output: The case of Greece. Clim. Change Fut. Sustain. 11, 85–106 (2016).
Schwingshackl, C. et al. Wind effect on PV module temperature: Analysis of different techniques for an accurate estimation. Energy Proc. 40, 77–86 (2013).
Kaplani, E. & Kaplanis, S. Thermal modelling and experimental assessment of the dependence of PV module temperature on wind velocity and direction, module orientation and inclination. Sol. Energy 107, 443–460 (2014).
Zainuddin, H. et al. Preliminary investigations on the effect of humidity on the reception of visible solar radiation and the effect of humidity and wind speed on PV module output. AIP Conf. Proc. 2010, 55–58 (2010).
Al-Ghezi, M. K., Ahmed, R. T. & Chaichan, M. T. The influence of temperature and irradiance on performance of the photovoltaic panel in the middle of Iraq. Int. J. Renew. Energy Dev. 11, 501–513 (2022).
Du, B., Hu, E. & Kolhe, M. Performance analysis of water cooled concentrated photovoltaic (CPV) system. Renew. Sustain. Energy Rev. 16, 6732–6736 (2012).
Gol, A. & Ščasný, M. Techno-economic analysis of fixed versus sun-tracking solar panels. Int. J. Renew. Energy Dev. 12, 615–626 (2023).
Demirdelen, T., Alıcı, H., Esenboğa, B. & Güldürek, M. Performance and economic analysis of designed different solar tracking systems for Mediterranean climate. Energies 16, 4197 (2023).
Ayadi, O., Rinchi, B., Al-Dahidi, S., Abdalla, M. E. B. & Al-Mahmodi, M. Techno-economic assessment of bifacial photovoltaic systems under desert climatic conditions. Sustainability 16, 6982 (2024).
Acknowledgements
The authors would like to acknowledge the Deanship of Graduate Studies and Scientific Research, Taif University for funding this work.
Funding
This work is funded and supported by the Deanship of Graduate Studies and Scientific Research, Taif University.
Author information
Authors and Affiliations
Contributions
Bouramdane Abderraouf, Louazene Mohammed Lakhdar, Benmir Abdelkader, Larouci Benyekhlef: Conceptualization, Methodology, Software, Visualization, Investigation, Writing- Original draft preparation. Salah K. Elsayed, Abdulrahman Babqi, Daniel Limenew Meheretie, Walid S. E. Abdellatif: Data curation, Validation, Supervision, Resources, Writing—Review & Editing, Project administration, Funding Acquisition.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Abderraouf, B., Lakhdar, L.M., Abdelkader, B. et al. Experimental performance comparison of fixed and single-axis subfields in a large-scale outdoor photovoltaic power plant. Sci Rep (2026). https://doi.org/10.1038/s41598-026-41570-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-026-41570-8


