A novel hybrid methodology for multi-objective optimisation of dual-axis solar tracking systems with artificial intelligence
Federico Gabriel Camargo; Francisco Guido Rossomando; Daniel Ceferino Gandolfo; Esteban Antonio Sarroca; Omar Roberto Faure; Gonzalo Sosa
Abstract
Keywords
References
Ahamed, M. S., Guo, H., & Tanino, K. (2021). Cloud cover-based models for estimation of global solar radiation: A review and case study.
Alizamir, M., Othman Ahmed, K., Shiri, J., Fakheri Fard, A., Kim, S., Heddam, S., & Kisi, O. (2023). a new insight for daily solar radiation prediction by meteorological data using an advanced artificial intelligence algorithm: deep extreme learning machine integrated with variational mode decomposition technique.
Argentina, Ministerio de Energía y Minería. (2025a).
Argentina, Secretaría de Energía de la Nación. (2025b).
Azam, M. S., Bhattacharjee, A., Hassan, M., Rahaman, M., Aziz, S., Shaikh, M. A. A., & Islam, M. S. (2024). Performance enhancement of solar PV system introducing semi-continuous tracking algorithm based solar tracker.
Camargo, F. G. (2022). Fuzzy multi-objective optimization of the energy transition towards renewable energies with a mixed methodology.
Camargo, F. G., Rossomando, F. G., Gandolfo, D. C., Sarroca, E. A., Faure, O. R., & Andrés Pérez, E. (2024). A novel methodology to obtain optimal economic indicators based on the Argentinean production chain under uncertainty.
Cao, J., Zhou, T., Zhi, S., Lam, S., Ren, G., Zhang, Y., Wang, Y., Dong, Y., & Cai, J. (2024). Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis: a comprehensive review.
Ceballos, J. C., Forciniti, J. D., & Molina, M. L. (2023). Algunas características del régimen de radiación solar global en el Noroeste Argentino, período 2017-2021.
Chrifi-Alaoui, C., Bouhaddou, I., Benabdellah, A. C., & Zekhnini, K. (2025). Industry 5.0 for sustainable supply chains: a fuzzy AHP approach for evaluating the adoption barriers.
Compañía Administradora del Mercado Mayorista Eléctrico – CAMMESA. (2025). Retrieved in 2025, March 17, from
Cuevas, E., Ascencio-Piña, C. R., Pérez, M., & Morales-Castañeda, B. (2024). Considering radial basis function neural network for effective solution generation in metaheuristic algorithms.
Entre Ríos. (2025).
Güler, N., Hazem, Z. B., & Gunes, A. (2025). Optimizing solar PV systems using fuzzy logic for Climate-Resilient Healthcare infrastructure in Kyrgyzstan.
Hadroug, N., Iratni, A., Hafaifa, A., Boudjemline, A., Alshammari, O. S., Jerbi, H., Colak, I., & Chen, X. Q. (2023). Energy efficiency improvement in photovoltaic installation using a twin-axis solar tracking mechanism with LDR sensors compared with neuro-fuzzy adaptive inference structure.
Hammi, Z., Labjar, N., Dalimi, M., El Hamdouni, Y., Lotfi, E. M., & El Hajjaji, S. (2024). Green hydrogen: A holistic review covering life cycle assessment, environmental impacts, and color analysis.
Hoseinpoor, M., Prošek, T., Babusiaux, L., & Mallégol, J. (2020). Toward more realistic time of wetness measurement by means of surface relative humidity.
Hraich, A., & Haddi, A. (2025). Energy optimization and digitization of the PV energy balance between production and consumption.
Ichi. (2025).
Kazem, H. A., Chaichan, M. T., Al-Waeli, A. H., & Sopian, K. (2024). Recent advancements in solar photovoltaic tracking systems: an in-depth review of technologies, performance metrics, and future trends.
Kizielewicz, B., Tomczyk, T., Gandor, M., & Sałabun, W. (2024). Subjective weight determination methods in multi-criteria decision-making: a systematic review.
Koshkarbay, N., Mekhilef, S., Saymbetov, A., Kuttybay, N., Nurgaliyev, M., Dosymbetova, G., Orynbassar, S., Yershov, E., Kapparova, A., Zholamanov, B., & Bolatbek, A. (2024). Adaptive control systems for dual axis tracker using clear sky index and output power forecasting based on ML in overcast weather conditions.
Kuttybay, N., Mekhilef, S., Koshkarbay, N., Saymbetov, A., Nurgaliyev, M., Dosymbetova, G., Orynbassar, S., Yershov, E., Kapparova, A., Zholamanov, B., & Bolatbek, A. (2024). Assessment of solar tracking systems: a comprehensive review.
La Rioja. (2025).
Lu, N., & Qin, J. (2024). Optimization of tilt angle for PV in China with long-term hourly surface solar radiation.
Meteoblue. (2025).
Meteored. (2025).
Molu, R. J. J., Tripathi, B., Mbasso, W. F., Naoussi, S. R. D., Bajaj, M., Wira, P., Blazek, V., Prokop, L., & Misak, S. (2024). Advancing short-term solar irradiance forecasting accuracy through a hybrid deep learning approach with Bayesian optimization.
National Instruments. (2025).
National Renewable Energy Laboratory – NREL. (2025).
Ortega, A., Kurbán, A., & Montilla, E. (2024).
Ovando, G., Sayago, S., Bellini, Y., Belmonte, M. L., & Bocco, M. (2021). Precipitation estimations based on remote sensing compared with data from weather stations over agricultural region of Argentina pampas.
Palmero, F., Carcedo, A. J., Haro, R. J., Bigatton, E. D., Salvagiotti, F., & Ciampitti, I. A. (2022). Modeling drought stress impacts under current and future climate for peanut in the semiarid pampas region of Argentina.
Photovoltaic Geographical Information System – PVGIS. (2025). Retrieved in 2025, March 17, from
Praveen, P. N., & Menaka, D. (2024). A dual-axis solar tracking system with minimized tracking error through optimization technique.
Ré, M. G., Mazzocco, M. P., & Filippín, C. (2021). Mejoras de eficiencia energética en calefacción: Potencial de intervención en edificio escolar existente del área metropolitana de San Juan, Argentina.
Sameera, T., Tariq, M., Rihan, M., & Ayan, M. (2024). A comprehensive review on the application of recently introduced optimization techniques obtaining maximum power in the solar PV system.
San Juan, Departamento de Hidráulica. (2025).
Saraji, M. K., Streimikiene, D., & Suresh, V. (2024). A novel two-stage multicriteria decision-making approach for selecting solar farm sites: a case study.
Sarroca, E. A., Nieto, F. G., Sosa, G., Camargo, F. G., Douglas, G. N., Rossomando, F., & Arias, E. N. (2024). Diseño de prototipo de sistema de telemetría para sistema solar fotovoltaico. In
Sobirov, M. M., Rozikov, J. Y., Yusupova, D. A., & Ruziboev, V. U. (2023). The calculation of spectral and angular distribution of diffusely reflected, diffusely transmitted, and unscattered fluxes of solar radiation in atmospheric layers.
Straffelini, E., Carrillo, N., Schilardi, C., Aguilera, R., Estrella Orrego, M. J., & Tarolli, P. (2023). Viticulture in Argentina under extreme weather scenarios: actual challenges, future perspectives.
Sun, L., Bai, J., Pachauri, R. K., & Wang, S. (2024). A horizontal single-axis tracking bracket with an adjustable tilt angle and its adaptive real-time tracking system for bifacial PV modules.
WeatherSpark. (2025).
Wen, L., & Ajay, P. (2024). Solar PV tracking system using arithmetic optimization with dual axis and sensor.
Wu, C. H., Wang, H. C., & Chang, H. Y. (2022). Dual-axis solar tracker with satellite compass and inclinometer for automatic positioning and tracking.
Yadav, A. K., Khargotra, R., Lee, D., Kumar, R., & Singh, T. (2024). Novel applications of various neural network models for prediction of photovoltaic system power under outdoor condition of mountainous region.
Zou, Y., Qin, C., Liu, H., Zhang, B., & Wu, X. (2024). Concentrating photovoltaic systems: A review of temperature effects and components.
Submitted date:
12/06/2024
Accepted date:
09/15/2025
Facebook
Google+
Twitter
LinkedIn
Mendeley
StumbleUpon
CiteULike
Reddit
Email