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Original Article

MOPSO-Optimized Fuzzy Logic-Based Vector Control for Robust DC-Link Regulation in Grid-Connected Hybrid PV– Wind Energy Systems

  • Paper ID 34
  • Volume 3, Issue 1
  • Pages: 55-67
  • Published Online: January-April 2026
  • 398 Views
Open Access Peer Reviewed

Authors

  • Adel Elgammal1

1 Professor, Utilities and Sustainable Engineering, The University of Trinidad & Tobago UTT

Article Information

DOI
No Doi
Published Online
January-April 2026
Pages
55-67
Article Type
Original Article
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References

1. K. N. Khallouf et al., “Adaptive fuzzy logic control for microgrid-connected hybrid photovoltaic/wind generation systems,” Energy Reports,
2024. DOI: 10.1016/j.egyr.2024.10.042
2. G. B. A. Kumar et al., “Adaptive hybrid particle swarm optimization and fuzzy logic controller for a solar–wind hybrid power system,” Int.
J. Appl. Power Eng., vol. 14, no. 2, pp. 498–512, 2025. DOI: 10.11591/ijape.v14.i2.pp498-512
3. Z. Liu et al., “Optimization of fuzzy control parameters for renewable systems,” Energies, 2024.
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10.1016/j.egyr.2016.08.001
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10.1109/ICMA.2009.52460969. A. Elgammal, “Fuzzy logic–MPC driven MOPSO optimization for hybrid systems,” J. Energy Res. Rev., 2025. DOI:
10.9734/jenrr/2025/v17i12485
10. F. Boucetta et al., “Robust fuzzy logic control of DFIG systems,” Scientific Reports, 2025. DOI: 10.1038/s41598-025-11910-1
11. Dida et al., “Indirect power control of DFIG using backstepping,” IJECE, 2021. DOI: 10.11591/ijece.v11i3.pp1951-1961
12. Dbaghi et al., “Fuzzy logic-based synchronization of DFIG,” Computers & Electrical Engineering, 2020. DOI:
10.1016/j.compeleceng.2020.106647
13. Jeon and Paek, “Fuzzy logic-based LQR control of wind turbines,” Energies, 2021. DOI: 10.3390/en14010230
14. Zamzoum et al., “Indirect vector control of DFIG using fuzzy logic,” Energy Sci. Eng., 2018. DOI: 10.1002/ese3.215
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16. El-Sattar et al., “Dynamic response of DFIG under faults,” Electric Power Syst. Res., 2008. DOI: 10.1016/j.epsr.2007.10.005
17. Gomis-Bellmunt et al., “Ride-through control of DFIG under voltage sags,” IEEE Trans. Energy Convers., 2008. DOI:
10.1109/TEC.2008.2001440
18. Li and Chen, “Current control strategy for DFIG systems,” EPE-PEMC, 2006. DOI: 10.1109/EPEPEMC.2006.283411
19. Indranil Pan, Saptarshi Das, “Fractional order fuzzy control of hybrid power system with renewable generation using chaotic PSO,” ISA
Transactions, Volume 62, 2016, Pages 19-29, ISSN 0019-0578, https://doi.org/10.1016/j.isatra.2015.03.003.
(https://www.sciencedirect.com/science/article/pii/S001905781500083X).
20. Melhaoui, M., Rhiat, M., Oukili, M. et al. “Hybrid fuzzy logic approach for enhanced MPPT control in PV systems” Sci Rep 15, 19235
(2025). https://doi.org/10.1038/s41598-025-03154-w.
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