Cover
Vol. 22 No. 1 (2026)

Published: June 15, 2026

Pages: 289-298

Original Article

Simulation and Analysis of High Performance of On-Grid Solar Panel System Based on Intelligent Controller

Abstract

Engineers are searching for alternatives to conventional energy sources to address the energy crisis as a result of the sharp increase in energy usage. This work describes developing, simulating, and evaluating a three-phase, 13.25 kW solar power system. PV analysis is also performed. An inverter featuring a dual Electricity flow is connected to a solar system consisting of six consecutive strings of four solar power cells connected in series. The output of the phase lock loop (PLL) feedback in the linearization system is used to generate a signal, and the power conversion voltage is synchronized with the signal by using its output as a voltage reference. This hybrid technology, which has two phases that are optimal for the rechargeable recharging process of the batteries, is used to replenish a battery bank in capacity or float arrangement for eight sequences of 12V - 200-Ah rechargeable batteries. Ultimately, a MATLAB computational model has been created for a grid-connected photovoltaic system that uses sinusoidal modulation of pulse width and an inverter as voltage sources.

References

  1. S. Gorai, D. Sattianadan, V. Shanmugasundaram, S. Vidyasagar, G. P. Kumar, and M. Sudhakaran, “Investigation of voltage regulation in grid connected pv system,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 19, no. 3, pp. 1131–1139, 2020.
  2. S. W. Chisale and P. Mangani, “Energy audit and feasibility of solar pv energy system: Case of a commercial building,” Journal of Energy, vol. 2021, no. 1, p. 5544664, 2021.
  3. B. J. Abdulelah, Y. I. M. Al-Mashhadany, S. Algburi, and G. Ulutagay, “Modeling and analysis: Power injection model approach for high performance of electrical distribution networks,” Bulletin of Electrical Engineering and Informatics, vol. 10, no. 6, pp. 2943–2952, 2021.
  4. S. Rehman, “Hybrid power systems–sizes, efficiencies, and economics,” Energy Exploration & Exploitation, vol. 39, no. 1, pp. 3–43, 2021.
  5. Y. A.Mashhadany, A. K. Abbas, and S. Algburi, “Global prospects, challenges, progress and environmental impact of solar energy in iraq,” in AIP Conference Proceedings, vol. 3009, AIP Publishing, 2024.
  6. A. S. Aziz, M. F. N. Tajuddin, T. E. K. Zidane, C.-L. Su, A. A. Mas’ ud, M. J. Alwazzan, and A. J. K. Alrubaie, “Design and optimization of a grid-connected solar energy system: Study in iraq,” Sustainability, vol. 14, no. 13, p. 8121, 2022.
  7. B. N. Alhasnawi and B. H. Jasim, “A new coordinated control of hybrid microgrids with renewable energy resources under variable loads and generation conditions.,” Iraqi Journal for Electrical & Electronic Engineering, vol. 16, no. 2, 2020.
  8. J. Li, P. Liu, and Z. Li, “Optimal design and technoeconomic analysis of off-grid hybrid renewable energy system for remote rural electrification: A case study of southwest china.,” CET Journal-Chemical Engineering Transactions, vol. 81, 2020.
  9. A. F. Buitrago-Velandia, O. D. Montoya, and W. Gil- Gonz´alez, “Dynamic reactive power compensation in power systems through the optimal siting and sizing of photovoltaic sources,” Resources, vol. 10, no. 5, p. 47, 2021.
  10. M. Mozaffarilegha, S. Rashidifard, and M. Mozaffarilegha, “Optimum implementation renewable energy systems in remote areas,” Iraqi Journal for Electrical and Electronic Engineering (IJEEE), vol. 16, no. 2, pp. 126– 130, 2020.
  11. Y. I. Al Mashhadany, G. Ulutagay, and B. J. Abdulelah, “Optimal Control and Dynamic Stability of Power Injection Based on Fuzzy Intelligent Controller,” Lecture Notes in Networks and Systems, vol. 504 LNNS, no. October, pp. 895–904, 2022.
  12. W. M. Saliha, A. K. Abbas, and H. M. Ali, “Methodologies employed to cool photovoltaic modules for enhancing efficiency: A review,” Anbar Journal of Engineering Sciences, vol. 13, no. 2, pp. 49–62, 2022.
  13. A. K. Abbas, K. W. Abed, O. I. Abd, Y. Al Mashhadany, and A. H. Jasim, “High performance of solar panel based on new cooling and cleaning technique,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 24, no. 2, pp. 803–814, 2021.
  14. R. Benadli, B. Khiari, and A. Sellami, “Three-phase gridconnected photovoltaic system with maximum power point tracking technique based on voltage-oriented control and using sliding mode controller,” in IREC2015 The Sixth International Renewable Energy Congress, pp. 1–6, IEEE, 2015.
  15. Y. Al Mashhadany, A. K. Abbas, and S. Algburi, “Study and analysis of power system stability based on fact controller system,” Indonesian Journal of Electrical Engineering and Informatics (IJEEI), vol. 10, no. 2, pp. 317– 332, 2022.
  16. H. A. Hussein, A. H. Numan, and K. M. Kuder, “The effect of a controlled cooling system on the solar array of dc air conditioner,” Anbar Journal of Engineering Sciences, vol. 11, no. 2, pp. 113–120, 2020.
  17. N. V. Kurdkandi, M. G. Marangalu, T. Hemmati, S. H. Hosseini, O. Husev, and A. Khsokhbar-Sadigh, “Singlephase two-stage transformerless grid-connected inverter for photovoltaic applications,” in 2021 12th Power Electronics, Drive Systems, and Technologies Conference (PEDSTC), pp. 1–5, IEEE, 2021.
  18. E. Najafi, A. H. Rashidi, and S. M. Dehghan, “Z-source reversing voltage multilevel inverter for photovoltaic applications with inherent voltage balancing,” International Journal of Power Electronics and Drive Systems, vol. 13, no. 1, p. 267, 2022.
  19. Y. Kebbati and L. Baghli, “Design, modeling and control of a hybrid grid-connected photovoltaic-wind system for the region of adrar, algeria,” International Journal of Environmental Science and Technology, vol. 20, no. 6, pp. 6531–6558, 2023.
  20. J. Kaur and A. Khosla, “Simulation and harmonic analysis of hybrid distributed energy generation based microgrid system using intelligent technique in indonesian,” Ind J Electr Eng Comput Sci, vol. 30, no. 3, pp. 1287– 1296, 2023.
  21. R. I. Ibrahim and N. S. J. Mohammed, “Review of modern applications of solar cells in communication systems,” Anbar Journal of Engineering Sciences, vol. 13, no. 2, 2022.
  22. T. Esram and P. L. Chapman, “Comparison of photovoltaic array maximum power point tracking techniques,” IEEE Transactions on energy conversion, vol. 22, no. 2, pp. 439–449, 2007.
  23. A. Gupta, Y. K. Chauhan, and R. K. Pachauri, “A comparative investigation of maximum power point tracking methods for solar pv system,” Solar energy, vol. 136, pp. 236–253, 2016.
  24. H. A. Attia, Y. I. Al-Mashhadany, and B. N. Getu, “Design and simulation of a high performance standalone photovoltaic system,” in ICREGA’14-Renewable Energy: Generation and Applications, pp. 683–697, Springer, 2014.
  25. B. Singh, C. Jain, and S. Goel, “Ilst control algorithm of single-stage dual purpose grid connected solar pv system,” IEEE Transactions on Power Electronics, vol. 29, no. 10, pp. 5347–5357, 2013.
  26. Y. I. Al-Mashhadany and H. A. Attia, “Novel design and implementation of portable charger through lowpower PV energy system,” Advanced Materials Research, vol. 925, no. August 2013, pp. 495–499, 2014.
  27. B. Subudhi and R. Pradhan, “A comparative study on maximum power point tracking techniques for photovoltaic power systems,” IEEE transactions on Sustainable Energy, vol. 4, no. 1, pp. 89–98, 2012.
  28. A. K. Abdelsalam, A. M. Massoud, S. Ahmed, and P. N. Enjeti, “High-performance adaptive perturb and observe mppt technique for photovoltaic-based microgrids,” IEEE Transactions on power electronics, vol. 26, no. 4, pp. 1010–1021, 2011.
  29. S. Munir and Y. W. Li, “Residential distribution system harmonic compensation using pv interfacing inverter,” IEEE Transactions on Smart Grid, vol. 4, no. 2, pp. 816– 827, 2013.
  30. S. A. Ibrahim, A. Nasr, and M. A. Enany, “Maximum power point tracking using anfis for a reconfigurable pv-based battery charger under non-uniform operating conditions,” IEEE Access, vol. 9, pp. 114457–114467, 2021.
  31. A. K. Abbas and A.-S. T. Hussain, “Efficient performance technical selection of positive buck-boost converter,” Al-Kitab Journal for Pure Sciences, vol. 2, no. 2, pp. 20–38, 2018.
  32. A. Ali, G. Abbas, M. U. Keerio, M. A. Koondhar, K. Chandni, and S. Mirsaeidi, “Solution of constrained mixed-integer multi-objective optimal power flow problem considering the hybrid multi-objective evolutionary algorithm,” IET Generation, Transmission & Distribution, vol. 17, no. 1, pp. 66–90, 2023.
  33. M. A. Ahmed, G. Abbas, T. A. Jumani, N. Rashid, A. A. Bhutto, and S. M. Eldin, “Techno-economic optimal planning of an industrial microgrid considering integrated energy resources,” Frontiers in Energy Research, vol. 11, p. 1145888, 2023.
  34. D. Fares, M. Fathi, I. Shams, and S. Mekhilef, “A novel global mppt technique based on squirrel search algorithm for pv module under partial shading conditions,” Energy Conversion and Management, vol. 230, p. 113773, 2021.
  35. K.-Y. Chou, Y.-W. Yeh, Y.-T. Chen, Y.-M. Cheng, and Y.- P. Chen, “Adaptive neuro fuzzy inference system based mppt algorithm applied to photovoltaic systems under partial shading conditions,” in 2020 International Automatic Control Conference (CACS), pp. 1–6, IEEE, 2020.
  36. M. H. Osman, M. Seify, M. K. Ahmed, N. V. Korovkin, and A. Refaat, “Highly efficient mpp tracker based on adaptive neuro-fuzzy inference system for stand-alone photovoltaic generator system,” International Journal of Renewable Energy Research, vol. 12, no. 1, pp. 209–217, 2022.
  37. H. F. Hashim, M. M. Kareem, W. K. Al-Azzawi, and A. H. Ali, “Improving the performance of photovoltaic module during partial shading using ann,” International Journal of Power Electronics and Drive Systems, vol. 12, no. 4, p. 2435, 2021.
  38. D. Janandra Krishna Kishore, M. R. Mohamed, K. Sudhakar, and K. Peddakapu, “Grey wolf optimization and differential evolution-based maximum power point tracking controller for photovoltaic systems under partial shading conditions,” Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, vol. 44, no. 3, pp. 6286–6302, 2022.
  39. E. Sunarno, I. Sudiharto, and D. Yolanita, “Design mppt with anfis method on zeta converter with dc load,” Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control, pp. 473–484, 2023.
  40. M. Najeeb, H. Fahad, Y. Abdulhafedh, K. Mohammed, and A. Mahmood, “An improved pi-multistart control algorithm for standalone pv inverter system,” International Journal of Renewable Energy Research, vol. 7, no. 4, pp. 2085–2091, 2017.
  41. A. M. Ibrahim, R. R. Ibraheem, and R. B. Weli, “Energy saving in batteries using the photovoltaic system,” Al- Kitab J. Pure Sci, vol. 4, no. 1, pp. 78–94, 2020.