Crocodile Optimizer-Based DC Chopper Control for Voltage Dip and Swell Mitigation in PMSG-Based WT
DOI:
https://doi.org/10.12928/biste.v8i4.15464Keywords:
Braking Chopper, DC Bus Voltage Control, Crocodile Optimizer, Sustainable Development, Unbalanced Voltages, Wind EnergyAbstract
The increasing penetration of wind energy systems requires advanced control strategies capable of maintaining stable operation during grid disturbances while complying with modern GC requirements. This paper proposes a COA-based control scheme for a DC chopper integrated into a PMSWG system to enhance its FRTC under severe voltage disturbances. The COA is employed to optimally tune the controller parameters, ensuring effective regulation of the DC-link voltage and improved transient performance. The proposed approach is evaluated under four critical grid conditions, including three voltage dip scenarios corresponding to 100%, 80%, and 40% retained voltage levels, as well as a 20% voltage swell condition. Simulation results demonstrate that the proposed controller maintains the DC-link voltage close to its reference value of 1150 V, preventing excessive overvoltage during fault events and reducing stress on power electronic converters. Moreover, the control strategy satisfies GC requirements by providing appropriate reactive power support during VDs while ensuring controlled active power transfer. The optimized controller effectively suppresses electromagnetic torque oscillations, limits transient current peaks in the GSC, and enables rapid recovery of generator speed following fault clearance. Comprehensive MATLAB/Simulink studies confirm that the proposed COA-based DC chopper control significantly improves system transient stability, enhances grid-support capability, and ensures reliable operation under both voltage dip and swell conditions. In addition, the improved DC-link voltage regulation contributes to increased converter lifetime and reduced operational downtime, demonstrating the practicality and effectiveness of the proposed solution for modern wind energy conversion systems.
References
N. Musa Tahir, A. Yawale Babawuro, F. M. Alelaj, B. Bala Muhammad, S. Sadi Shitu, and I. Abubakar Umar, "Control of a Single-Link Flexible Manipulator: Integration of Output-Based Filter With Model Predictive Constraint," Journal of Physics: Conference Series, vol. 3191, no. 1, p. 012043, 2026, https://doi.org/10.1088/1742-6596/3191/1/012043.
F. Alelaj and A. Alqallaf, "Optimization of the Tilt Angle of the Photo-Voltaic Module in Kuwait," in 2019 IEEE 10th GCC Conference & Exhibition (GCC), pp. 1–6, 2019, https://doi.org/10.1109/GCC45510.2019.1570525127.
F. Alelaj and A. Alqallaf, "Impact of Solar Irradiation on the Performance Ratio of the Photovoltaic Module," in 2019 IEEE 10th GCC Conference & Exhibition (GCC), pp. 1–4, 2019, https://doi.org/10.1109/GCC45510.2019.9087579.
M. A. Bou-Rabee, F. M. Alelaj, and H. Al-Sairfi, "Quantifying the Economic Loss and Operational Implications of Air Pollution on Grid-Connected PV Systems in the Arabian Peninsula: A Machine Learning-Based Analysis," IEEE Access, vol. 14, pp. 4180–4188, 2026, https://doi.org/10.1109/ACCESS.2025.3649764.
M. Fadel, F. M. Alelaj, H. Al-Sairfi, and M. Ahmed, "Adaptive Fuzzy Energy Management of Wind-Battery Systems With Flexible Desalination Load," Energy Science & Engineering, 2026, https://doi.org/10.1002/ese3.70570.
A. Raj, A. Nandi, S. K. Sawant, A. K. Swain, A. P. Yadav, A. K. Parida, M. M. Mahmoud, V. Blazek, D. E. M. Wapet, and S. N. Fahmy, "Adaptive Q-Wavelet Transform and Kalman Filtering for Power Quality Disturbance Prediction and Carbon Emission Impact Analysis in Smart Grids," Engineering Reports, vol. 8, no. 5, p. e70825, 2026, https://doi.org/10.1002/eng2.70825.
W. F. Mbasso, A. Harrison, I. Dagal, M. M. Mahmoud, M. K. Singla, P. Jangir, and M. S. Shaikh, "MAAPO-E: An Entropy-Guided, Constraint-Aware Membrane Protozoa Optimizer for High-Dimensional Numerical and Engineering Optimization," Journal of Membrane Computing, vol. 8, no. 2, pp. 264–283, 2026, https://doi.org/10.1007/s41965-025-00208-w.
A. Assas, H. Guentri, T. Alaoui, V. Blazek, A. Dahbi, A. Ma'arif, E. Touti, and M. M. Mahmoud, "Robust LQR Control Design for High Efficiency Battery Supercapacitor Hybrid Storage Systems," International Journal of Robotics and Control Systems, vol. 6, no. 2, pp. 1405–1425, 2026, https://pubs2.ascee.org/index.php/IJRCS/article/view/1933.
A. T. Hassan, I. M. Elzein, M. M. Mahmoud, V. Blazek, A. Ma'arif, E. Touti, and A.-M. M. Ali, "Intelligent Chopper and RSC Control Using Crayfish Optimization for Dynamic Stability and Fault Ride-Through of DFIG Wind Turbines," International Journal of Robotics and Control Systems, vol. 6, no. 1, pp. 693–717, 2026, https://doi.org/10.31763/ijrcs.v6i1.2002.
S. Heroual, B. Belabbas, K. Ayati, R. Haloui, A. T. Hassan, A. Ma'arif, M. M. Mahmoud, and V. Blazek, "Genetic Algorithm Tuned Controllers for High-Performance Indirect Field-Oriented Control in DFIG-Based WECS," Buletin Ilmiah Sarjana Teknik Elektro, vol. 8, no. 1, pp. 294–310, 2026, https://journal2.uad.ac.id/index.php/biste/article/view/15529.
M. Tarek, I. M. Elzein, M. M. Mahmoud, A. M. El-Rifaie, H. S. Hussein, W. F. Mbasso, and A. M. Ewais, "Intelligent Frequency Regulation in Islanded Microgrids Using a Crayfish-Tuned FO–(PD–PI) Controller With Energy Storage Coordination," Journal of Low Frequency Noise, Vibration and Active Control, 2026, https://doi.org/10.1177/14613484261429576.
A. G. Olabi, K. Obaideen, M. A. Abdelkareem, M. N. AlMallahi, N. Shehata, A. H. Alami, A. Mdallal, A. A. M. Hassan, and E. T. Sayed, "Wind Energy Contribution to the Sustainable Development Goals: Case Study on London Array," Sustainability, vol. 15, no. 5, p. 4641, 2023, https://doi.org/10.3390/su15054641.
S. Kumar, N. Kumar, and S. Vivekadhish, "Millennium Development Goals (MDGs) to Sustainable Development Goals (SDGs): Addressing Unfinished Agenda and Strengthening Sustainable Development and Partnership," Indian Journal of Community Medicine, vol. 41, no. 1, pp. 1–4, 2016, https://doi.org/10.4103/0970-0218.170955.
P. P. Walsh, E. Murphy, and D. Horan, "The Role of Science, Technology and Innovation in the UN 2030 Agenda," Technological Forecasting and Social Change, vol. 154, p. 119957, 2020, https://doi.org/10.1016/j.techfore.2020.119957.
W. Fei, A. Opoku, K. Agyekum, J. A. Oppon, V. Ahmed, C. Chen, and K. L. Lok, "The Critical Role of the Construction Industry in Achieving the Sustainable Development Goals (SDGs): Delivering Projects for the Common Good," Sustainability, vol. 13, no. 16, p. 9112, 2021, https://doi.org/10.3390/su13169112.
V. J. Subiela-Ortín, B. Peñate-Suárez, and J. A. de la Fuente-Bencomo, "Main Technical and Economic Guidelines to Implement Wind/Solar-Powered Reverse-Osmosis Desalination Systems," Processes, vol. 10, no. 4, p. 653, 2022, https://doi.org/10.3390/pr10040653.
M. Miloudi, H. Miloudi, S. A. E. M. Ardjoun, I. M. Elzein, M. M. Mahmoud, W. F. Mbasso, H. S. Hussein, and A. M. Ewais, "Comprehensive Experimental Performance Investigation of Conducted Electromagnetic Interference in Split-Phase Induction Motors: Common-Mode," Journal of Low Frequency Noise, Vibration and Active Control, vol. 45, no. 2, pp. 861–880, 2026, https://doi.org/10.1177/14613484251411703.
M. T. Mohamed, I. M. Elzein, A. M. El-Rifaie, M. M. Mahmoud, A. Ma'arif, D. E. M. Wapet, T. H. Mohamed, V. Blazek, and S. N. Fahmy, "Sustainable Energy Management in Islanded Microgrids via HHO–BE Tuned Adaptive Controllers and Demand-Side Flexibility," Engineering Reports, vol. 8, no. 1, p. e70561, 2026, https://doi.org/10.1002/eng2.70561.
S. Nadweh, I. M. Elzein, D. E. M. Wapet, and M. M. Mahmoud, "Optimizing Control of Single-Ended Primary Inductor Converter Integrated With Microinverter for PV Systems: Imperialist Competitive Algorithm," Energy Exploration & Exploitation, vol. 44, no. 1, pp. 554–577, 2026, https://doi.org/10.1177/01445987251382002.
N. V. A. Ravikumar, R. Sasidhar, V. Manoj, C. Mutta, M. C. S. Reddy, K. J. Narayana, D. E. M. Wapet, and M. M. Mahmoud, "Design and Real-Time Simulations of Robust Controllers for Uncertain Multi-Input Wind Turbine," Energy Exploration & Exploitation, vol. 44, no. 1, pp. 276–292, 2026, https://doi.org/10.1177/01445987251373101.
M. Mohseni and S. M. Islam, "Review of International Grid Codes for Wind Power Integration: Diversity, Technology and a Case for Global Standard," Renewable and Sustainable Energy Reviews, vol. 16, no. 6, pp. 3876–3890, 2012, https://doi.org/10.1016/j.rser.2012.03.039.
S. A. E. M. Ardjoun, M. Denai, and M. Abid, "A Robust Power Control Strategy to Enhance LVRT Capability of Grid-Connected DFIG-Based Wind Energy Systems," Wind Energy, vol. 22, no. 6, pp. 834–847, 2019, https://doi.org/10.1002/we.2325.
M. M. Mahmoud, M. M. Aly, H. S. Salama, and A. M. M. Abdel-Rahim, "Dynamic Evaluation of Optimization Techniques-Based Proportional-Integral Controller for Wind-Driven Permanent Magnet Synchronous Generator," Wind Engineering, vol. 45, no. 3, pp. 696–709, 2021, https://doi.org/10.1177/0309524X20930421.
S. Saeed, R. Asghar, F. Mehmood, H. Saleem, B. Azeem, and Z. Ullah, “Evaluating a hybrid circuit topology for fault-ride through in DFIG-based wind turbines,” Sensors, vol. 22, no. 23, p. 9314, 2022, https://doi.org/10.3390/s22239314.
M. Tsili and S. Papathanassiou, "A Review of Grid Code Technical Requirements for Wind Farms," IET Renewable Power Generation, vol. 3, no. 3, pp. 308–332, 2009, https://doi.org/10.1049/iet-rpg.2008.0070.
M. M. Mahmoud, M. K. Ratib, M. M. Aly, and A. M. M. Abdel-Rahim, "Wind-Driven Permanent Magnet Synchronous Generators Connected to a Power Grid: Existing Perspective and Future Aspects," Wind Engineering, vol. 46, no. 1, pp. 189–199, 2022, https://doi.org/10.1177/0309524X211022728.
M. Nasiri and R. Mohammadi, "Peak Current Limitation for Grid Side Inverter by Limited Active Power in PMSG-Based Wind Turbines During Different Grid Faults," IEEE Transactions on Sustainable Energy, vol. 8, no. 1, pp. 3–12, 2017, https://doi.org/10.1109/TSTE.2016.2578042.
M. Nasiri, A. Arzani, and M. Savaghebi, "Current Limitation for the Machine Side Converter of Permanent Magnet Synchronous Generator Wind Turbines During Grid Faults," IET Renewable Power Generation, vol. 14, no. 17, pp. 3448–3456, 2020, https://doi.org/10.1049/iet-rpg.2019.1246.
M. M. Mahmoud, B. S. Atia, Y. M. Esmail, M. Bajaj, D. E. M. Wapet, M. K. Ratib, M. B. Hossain, K. M. AboRas, and A.-M. M. Abdel-Rahim, "Evaluation and Comparison of Different Methods for Improving Fault Ride-Through Capability in Grid-Tied Permanent Magnet Synchronous Wind Generators," International Transactions on Electrical Energy Systems, vol. 2023, no. 1, p. 7717070, 2023, https://doi.org/10.1155/2023/7717070.
M. Nasiri, S. Mobayen, B. Faridpak, A. Fekih, and A. Chang, "Small-Signal Modeling of PMSG-Based Wind Turbine for Low Voltage Ride-Through and Artificial Intelligent Studies," Energies, vol. 13, no. 24, p. 6685, 2020, https://doi.org/10.3390/en13246685.
M. A. Mostafa, E. A. El-Hay, and M. M. ELkholy, "Recent Trends in Wind Energy Conversion System With Grid Integration Based on Soft Computing Methods: Comprehensive Review, Comparisons and Insights," Archives of Computational Methods in Engineering, vol. 30, no. 3, pp. 1439–1478, 2023, https://doi.org/10.1007/s11831-022-09842-4.
S. Heroual, B. Belabbas, Y. Diab, M. M. Mahmoud, T. Allaoui, and N. Benabdallah, "Optimizing Power Flow in Photovoltaic-Hybrid Energy Storage Systems: A PSO and DPSO Approach for PI Controller Tuning," International Transactions on Electrical Energy Systems, vol. 2025, no. 1, p. 9958218, 2025, https://doi.org/10.1155/etep/9958218.
F. Menzri, T. Boutabba, I. Benlaloui, L. Chrifi-Alaoui, A. Alkuhayli, U. Khaled, and M. M. Mahmoud, "Applications of Novel Combined Controllers for Optimizing Grid-Connected Hybrid Renewable Energy Systems," Sustainability, vol. 16, no. 16, p. 6825, 2024, https://doi.org/10.3390/su16166825.
J. X. Jin, R. H. Yang, R. T. Zhang, Y. J. Fan, Q. Xie, and X. Y. Chen, "Combined Low Voltage Ride Through and Power Smoothing Control for DFIG/PMSG Hybrid Wind Energy Conversion System Employing a SMES-Based AC-DC Unified Power Quality Conditioner," International Journal of Electrical Power & Energy Systems, vol. 128, p. 106733, 2021, https://doi.org/10.1016/j.ijepes.2020.106733.
M. M. Mahmoud, "Improved Current Control Loops in Wind Side Converter With the Support of Wild Horse Optimizer for Enhancing the Dynamic Performance of PMSG-Based Wind Generation System," International Journal of Modelling and Simulation, vol. 43, no. 6, pp. 952–966, 2023, https://doi.org/10.1080/02286203.2022.2139128.
F. Menzri, T. Boutabba, I. Benlaloui, H. Bawayan, M. I. Mosaad, and M. M. Mahmoud, "Applications of Hybrid SMC and FLC for Augmentation of MPPT Method in a Wind-PV-Battery Configuration," Wind Engineering, vol. 48, no. 6, pp. 1186–1202, 2024, https://doi.org/10.1177/0309524X241254364.
O. M. Lamine, N. Bessous, B. Abdelhalim, F. A. Banakhr, M. I. Mosaad, O. Mammeri, and M. M. Mahmoud, "A Combination of INC and Fuzzy Logic-Based Variable Step Size for Enhancing MPPT of PV Systems," International Journal of Robotics and Control Systems, vol. 4, no. 2, pp. 877–892, 2024, https://doi.org/10.31763/ijrcs.v4i2.1428.
B. S. Atia, M. M. Mahmoud, I. M. Elzein, A.-M. M. Abdel-Rahim, A. Alkuhayli, U. Khaled, A. Beroual, and S. A. Shaaban, "Applications of Kepler Algorithm-Based Controller for DC Chopper: Towards Stabilizing Wind Driven PMSGs Under Nonstandard Voltages," Sustainability, vol. 16, no. 7, p. 2952, 2024, https://doi.org/10.3390/su16072952.
M. Nasiri and A. Arzani, "Robust Control Scheme for the Braking Chopper of PMSG-Based Wind Turbines—A Comparative Assessment," International Journal of Electrical Power & Energy Systems, vol. 134, p. 107322, 2022, https://doi.org/10.1016/j.ijepes.2021.107322.
B. Babaghorbani, M. T. Beheshti, and H. A. Talebi, "A Lyapunov-Based Model Predictive Control Strategy in a Permanent Magnet Synchronous Generator Wind Turbine," International Journal of Electrical Power & Energy Systems, vol. 130, p. 106972, 2021, https://doi.org/10.1016/j.ijepes.2021.106972.
K. Tahir, C. Belfedal, T. Allaoui, and G. Champenois, "A New Control Strategy of WFSG-Based Wind Turbine to Enhance the LVRT Capability," International Journal of Electrical Power & Energy Systems, vol. 79, pp. 172–187, 2016, https://doi.org/10.1016/j.ijepes.2016.01.008.
E. H. Dursun and A. A. Kulaksiz, "Second-Order Sliding Mode Voltage-Regulator for Improving MPPT Efficiency of PMSG-Based WECS," International Journal of Electrical Power & Energy Systems, vol. 121, p. 106149, 2020, https://doi.org/10.1016/j.ijepes.2020.106149.
Y. Errami, M. Ouassaid, and M. Maaroufi, "A Performance Comparison of a Nonlinear and a Linear Control for Grid Connected PMSG Wind Energy Conversion System," International Journal of Electrical Power & Energy Systems, vol. 68, pp. 180–194, 2015, https://doi.org/10.1016/j.ijepes.2014.12.027.
M. Nasiri, S. Mobayen, and Q. M. Zhu, "Super-Twisting Sliding Mode Control for Gearless PMSG-Based Wind Turbine," Complexity, vol. 2019, p. 6141607, 2019, https://doi.org/10.1155/2019/6141607.
M. M. Mahmoud, H. S. Salama, M. M. Aly, and A. M. M. Abdel-Rahim, "Design and Implementation of FLC System for Fault Ride-Through Capability Enhancement in PMSG-Wind Systems," Wind Engineering, vol. 45, no. 5, pp. 1361–1373, 2021, https://doi.org/10.1177/0309524X20981773.
M. M. Mahmoud, M. K. Ratib, M. M. Aly, and A. M. M. Abdel-Rahim, "Application of Whale Optimization Technique for Evaluating the Performance of Wind-Driven PMSG Under Harsh Operating Events," Process Integration and Optimization for Sustainability, vol. 6, no. 2, pp. 447–470, 2022, https://doi.org/10.1007/s41660-022-00224-8.
K. H. Kim, Y. C. Jeung, D. C. Lee, and H. G. Kim, "LVRT Scheme of PMSG Wind Power Systems Based on Feedback Linearization," IEEE Transactions on Power Electronics, vol. 27, no. 5, pp. 2376–2384, 2012, https://doi.org/10.1109/TPEL.2011.2171999.
M. Nasiri, J. Milimonfared, and S. H. Fathi, "A Review of Low-Voltage Ride-Through Enhancement Methods for Permanent Magnet Synchronous Generator Based Wind Turbines," Renewable and Sustainable Energy Reviews, vol. 47, pp. 399–415, 2015, https://doi.org/10.1016/j.rser.2015.03.079.
P. Xing, L. Fu, G. Wang, Y. Wang, and Y. Zhang, "A Compositive Control Method of Low-Voltage Ride Through for PMSG-Based Wind Turbine Generator System," IET Generation, Transmission & Distribution, vol. 12, no. 1, pp. 117–125, 2018, https://doi.org/10.1049/IET-GTD.2017.0270.
L. S. Barros and C. M. V. Barros, "An Internal Model Control for Enhanced Grid-Connection of Direct-Driven PMSG-Based Wind Generators," Electric Power Systems Research, vol. 151, pp. 440–450, 2017, https://doi.org/10.1016/j.epsr.2017.06.014.
V. F. Mendes, F. F. Matos, S. Y. Liu, A. F. Cupertino, H. A. Pereira, and C. V. de Sousa, "Low Voltage Ride-Through Capability Solutions for Permanent Magnet Synchronous Wind Generators," Energies, vol. 9, no. 1, p. 59, 2016, https://doi.org/10.3390/en9010059.
M. Wang, Y. Tian, X. Feng, and G. Chen, "A Hybrid LVRT Control Scheme for PMSG Wind Power System," in 2012 IEEE 7th International Power Electronics and Motion Control Conference (IPEMC-ECCE Asia), pp. 1173–1177, 2012, https://doi.org/10.1109/IPEMC.2012.6258996.
S. Marmouh, M. Boutoubat, L. Mokrani, and M. Machmoum, "A Coordinated Control and Management Strategy of a Wind Energy Conversion System for a Universal Low-Voltage Ride-Through Capability," International Transactions on Electrical Energy Systems, vol. 29, no. 8, p. e12035, 2019, https://doi.org/10.1002/2050-7038.12035.
M. K. K. Prince, M. T. Arif, A. Gargoom, M. W. Altaf, K. M. Muttaqi, and M. E. Haque, "Coordinated Control of Grid-Connected PMSG Based Wind Energy System With STATCOM and Supercapacitor Energy Storage," IEEE Transactions on Industry Applications, vol. 58, no. 6, pp. 7254–7268, 2022, https://doi.org/10.1109/TIA.2022.3191066.
M. H. Qais, H. M. Hasanien, and S. Alghuwainem, "Low Voltage Ride-Through Capability Enhancement of Grid-Connected Permanent Magnet Synchronous Generator Driven Directly by Variable Speed Wind Turbine: A Review," The Journal of Engineering, vol. 2017, no. 13, pp. 1750–1754, 2017, https://doi.org/10.1049/joe.2017.0632.
Z. Kang and J. Li, "Zero-Voltage Ride-Through Scheme of PMSG Wind Power System Based on NLESO and GFTSMC," Electronics, vol. 12, no. 20, p. 4348, 2023, https://doi.org/10.3390/electronics12204348.
T. H. Nguyen, A. Nawaz, P. Sreekumar, A. Natsheh, V. Akre, and T. L. Van, "Implementation and Validation for Multitasks of a Cost-Effective Scheme Based on ESS and Braking Resistors in PMSG Wind Turbine Systems," Energies, vol. 15, no. 21, p. 8282, 2022, https://doi.org/10.3390/en15218282.
S. W. Ali, C.-L. Su, A. K. Verma, C. B. Mellado, and C. Gonzalez-Castano, "Enhancing Single-Phase Grid Integration Capability of PMSG-Based Wind Turbines to Support Grid Operation Under Adverse Conditions," Sustainability, vol. 15, no. 13, p. 10662, 2023, https://doi.org/10.3390/su151310662.
Z. Wang, X. Gao, L. Liu, Z. Ren, D. Zhang, G. Zhu, C. Jia, V. Terzija, and L. Ding, "Enhanced DC-Link Voltage Control of PMSG-Based Wind Turbine Generators by Machine-Side Converter During Asymmetrical Grid Faults," International Journal of Electrical Power & Energy Systems, vol. 155, p. 109638, 2024, https://doi.org/10.1016/j.ijepes.2023.109638.
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Basiony Shehata Atia, Fajer M. Alelaj, M. Metwally Mahmoud, Alfian Ma’arif, Abdel-Magid M Ali

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
This journal is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

