6ef5eaa6-82f9-48f7-a590-dd9a05119e15 beie director@blueeyesintelligence.org 10.35940/ijitee.I9713.0812923 Y. Yao, L. Wang, A. Yu, et al "Recent Advances in and New Perspectives on Crystalline Silicon Solar Cells with Carrier-Selective Passivation Contacts", Nature Energy, 2021, 6, 352-36810.1109/TSTE.2012.2202294B. Subudhi and R. Pradhan, "A Comparative Study on Maximum Power Point Tracking Techniques for Photovoltaic Power Systems," in IEEE Transactions on Sustainable Energy, vol. 4, no. 1, pp. 89-98, Jan. 2013, doi: 10.1109/TSTE.2012.2202294. https://doi.org/10.1109/TSTE.2012.220229410.1016/j.solener.2012.11.017Yi-Hua Liu et al, "Neural-network-based maximum power point tracking methods for photovoltaic systems operating under fast changing environments", Solar Energy Volume 89, March 2013, Pages 42-53 https://doi.org/10.1016/j.solener.2012.11.01710.11591/ijpeds.v4i2.5875Mohammed YaichA & al., "Neural Network Based MPPT Technique Controller for Photovoltaic Pumping System International Journal of Power Electronics and Drive System (IJPEDS) " Vol. 4, No. 2, June 2014, pp. 241~255 ISSN: 2088-8694 https://doi.org/10.11591/ijpeds.v4i2.587510.1051/e3sconf/202235401003Clearance Fai Yenku & al., "Charge-Controller Optimization on Lead-Acid Battery in Solar PV Systems: Temperature Effects and Efficiency Improvement", E3S Web of Conferences 354, 01003 (2022) Energy2021-Conference https://doi.org/10.1051/e3sconf/20223540100310.1109/ICICT.2017.8320180Haider Saif Agha & al., "Artificial neural network based maximum power point tracking for solar photovoltaics ", International Conference on Information and Communication Technologies (ICICT),2017,DOI: 10.1109/ICICT.2017.8320180 https://doi.org/10.1109/ICICT.2017.832018010.1155/2022/1123251K. Rafeeq Ahmed & al., "Maximum Power Point Tracking of PV Grids Using Deep Learning", International Journal of Photoenergy, vol. 2022, Article ID 1123251, 7 pages, 2022 https://doi.org/10.1155/2022/112325110.1109/63.903988Eftichios Koutroulis & al., "Development of a Microcontroller-Based, Photovoltaic Maximum Power Point Tracking Control System", IEEE transactions on power electronics, vol. 16, no. 1, january 2001 https://doi.org/10.1109/63.90398810.3390/en16083358Nihat Pamuk & al., Performance Analysis of Different Optimization Algorithms for MPPT Control Techniques under Complex Partial Shading Conditions in PV Systems, Energies 2023, 16, 3358. https://doi.org/10.3390/en1608335810.1049/ip-epa:19990116J. A. Gow and C. D. Manning, "Development of a photovoltaic array model for use in power-electronics simulation studies," IEE Proceedings - Electric Power Applications, vol. 146, no. 2, pp. 193-200, 1999 https://doi.org/10.1049/ip-epa:19990116A. K. Abdelsalam, A. M. Massoud, S. Ahmed, "High-performance adaptive perturb and observe MPPT technique for photovoltaic-based microgrids", IEEE Transactions on Industrial Electronics, Vol. 61, No. 6, June 2014, Pages 2775-2786.10.1109/TSTE.2012.2202698MA Elgendy, B Zahawi, DJ Atkinson "Assessment of the incremental conductance maximum power point tracking algorithm", IEEE Transactions on sustainable energy 4 (1), 108-117 https://doi.org/10.1109/TSTE.2012.2202698S. M. Mousavi Agah, B. Nahid-Mobarakeh, "Fractional Voc-based MPPT algorithms for PV systems", IET Renewable Power Generation, Vol. 7, No. 5, September 2013, Pages 466-477T. Esram, P. L. Chapman, "A Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques", IEEE 34th Annual Power Electronics Specialists Conference, 2003, Pages 2006-2011.Vol. 4, No. 2, June 2014, pp. 241~255ISSN: 2088-8694S. Chaabene, Y. Koubaa, H. Siguerdidjane, H. Ouadi, "Adaptive Maximum Power Point Tracking Control for Photovoltaic Systems Using Neural Networks", IEEE Transactions on Sustainable Energy, Vol. 8, No. 3, July 2017, Pages 1234-1242.S. Priya, N. Senthil Kumar, "Neural Network-Based Maximum Power Point Tracking Controller for Photovoltaic Power Systems under Partial Shaded Conditions", 2019 IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE), February 2019, Pages 1-6.S. Gueye, I. Gueye, L. Thiaw, G. Sow, A. Ndiaye, and M. Thiam, "Design of a solar regulator with MPPT control International Committee on Reading," CAMES Review, vol. 1, pp. 104-108, 2015.