Model Predictive and Direct Voltage Control for Standalone DFIG System
1Department of electrical engineering, National institute of technology, Kurukshetra, India
2Department of electrical engineering, national institute of technology, Kurukshetra, India
Received: February 12, 2024 | Revised: February 06, 2025 | Accepted: April 01, 2025 | Published: June 2025
Abstract
The Doubly-fed Induction Generator (DFIG) is capable of operation in regions with varying speeds. In the electricity industry, it is frequently employed and has attained enormous popularity. The need for DFIG systems that supply energy to isolated loads while being powered by wind turbines at varied speeds is growing, and more study are being done on the stand-alone mode. The DFIG's terminal bus in stand-alone mode is linked to an isolated load, and the control strategy regulates the voltage as well as frequency to the rated value. By appropriately regulating the rotor voltage and slip frequency, the stator voltage and frequency are kept constant. The DFIG-DC system is suitable for both DC grid-connected and stand-alone applications. There haven't been many investigations into tying the DFIG to the DC grid. However, there are still some issues with it. Large torque oscillations are one of the issues. It is caused by the nonlinear diodes connected on the stator side of DFIG. To overcome this issue, lots of control techniques have been proposed and developed. Among various control techniques, direct torque control (DTC) is a very popular and effective technique widely used. To evaluate the system’s performance, model predictive control (MPC) is integrated into a standalone DFIG in this article. On the stator side of the DFIG, the MPC control approach is used, and on the rotor side, the voltage control technique is used. The proposed MPC-based standalone DFIG is designed and verified in a MATLAB/Simulink environment. The results obtained are presented in this paper, which shows the enhancement of the overall performance of the system.
Keywords
MPC ; DFIG ; DTC ; DC ; DVC
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- 1) N.A. Pambudi, V.S. Pramudita, M.K. Biddinika, and S. Jalilinasrabady, "So close yet so far - how people in the vicinity of potential sites respond to geothermal energy power generation: an evidence from indonesia," Evergreen, 9 (1) 1-9 (2022) doi:10.5109/4774210
- 2) H.A. Jaffar, A.A. Ismaeel, and A.L. Shuraiji, "Review of hybrid photovoltaic- air updraft solar application: present and proposed state models," Evergreen, 9 (4) 1181-1202 (2022) doi:10.5109/6625729
- 3) T. Fujisaki, "Evaluation of green paradox: case study of japan," Evergreen, 5 (4) 26-31 (2018) doi:10.5109/2174855
- 4) S.S. Mendu, P. Appikonda, A.K. Emadabathuni, and N. Koritala, "Techno-economic comparative analysis between grid-connected and stand-alone integrated energy systems for an educational institute," Evergreen, 7 (3) 382-395 (2020) doi:10.5109/4068616
- 5) H. Polinder, S. Member, J. Abraham Ferreira, B. Bech Jensen, A.B. Abrahamsen, K. Atallah, and R.A. McMahon, "Trends in wind turbine generator systems," IEEE J Emerg Sel Top Power Electron, 1 (3) (2013) doi:10.1109/JESTPE.2013.2280428
- 6) Prakash Mahela, and A.G. Shaik, "Comprehensive overview of grid interfaced wind energy generation systems," (2016) doi:10.1016/j.rser.2015.12.048
- 7) "IET digital library: overview of different wind generator systems and their comparisons," (n.d.). https://digital-library.theiet.org/content/journals/10.1049/iet-rpg_20070044 (accessed July 24, 2023)
- 8) P. Maciejewski, and G. Iwanski, "Study on direct torque control methods of a doubly fed induction machine working as a stand-alone dc voltage generator," IEEE Transactions on Energy Conversion, 36 (2) 853-862 (2021) doi:10.1109/TEC.2020.3012589
- 9) S. Puchalapalli, and B. Singh, "A single input variable flc for dfig-based wpgs in standalone mode," IEEE Trans Sustain Energy, 11 (2) 595-607 (2020) doi:10.1109/TSTE.2019.2898115
- 10) M. Abdelateef 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, 30 (3) 1439-1478 (2023) doi:10.1007/s11831-022-09842-4
- 11) K. Muthusamy, and M. Muthusamy, "Implementation and analysis of mono inverter-battery configuration for wind driven doubly fed induction generator," Energy Sources, Part A: Recovery, Utilization and Environmental Effects, 45 (2) 4593-4615 (2023) doi:10.1080/15567036.2023.2205824
- 12) M.S. Chabani, M.T. Benchouia, A. Golea, A. Benmouna, M. Iqbal, M. Becherif, and N. Golea, "Takagi–sugeno fuzzy logic controller for dfig operating in the stand-alone mode: simulations and experimental investigation," Arab J Sci Eng, (2023) doi:10.1007/s13369-023-07704-0
- 13) Z. Rafiee, R. Heydari, M. Rafiee, M.R. Aghamohammadi, J. Rodriguez, and F. Blaabjerg, "Adaptive Model Predictive Control of DFIG-based Wind Farm: A Model-Free Control Approach," in: 2020 IEEE 21st Workshop on Control and Modeling for Power Electronics, COMPEL 2020, Institute of Electrical and Electronics Engineers Inc., 2020 doi:10.1109/COMPEL49091.2020.9265865
- 14) "2019 10th International Renewable Energy Congress (IREC).," IEEE, n.d
- 15) K.K. Jaladi, K.S. Sandhu, and P. Bommala, "Real-time simulator of dtc–foc-based dfig during voltage dip and lvrt," Journal of Control, Automation and Electrical Systems, 31 (2) 402-411 (2020) doi:10.1007/s40313-019-00557-9
- 16) K.K. Jaladi, and K.S. Sandhu, "DC-link transient improvement of smc-based hybrid control of dfig-wes under asymmetrical grid faults," International Transactions on Electrical Energy Systems, 28 (12) (2018) doi:10.1002/etep.2633
- 17) Y. Wang, X. Zhang, Z. Xie, and H. Yang, "Model predictive direct current control of DFIG at low switching frequency," in: 2016 IEEE 8th International Power Electronics and Motion Control Conference, IPEMC-ECCE Asia 2016, Institute of Electrical and Electronics Engineers Inc., 2016: pp. 1432-1435 doi:10.1109/IPEMC.2016.7512501
- 18) Y. Zhang, J. Jiao, D. Xu, D. Jiang, Z. Wang, and C. Tong, "Model predictive direct power control of doubly fed induction generators under balanced and unbalanced network conditions," in: IEEE Trans Ind Appl, Institute of Electrical and Electronics Engineers Inc., 2020: pp. 771-786 doi:10.1109/TIA.2019.2947396
- 19) L.L. Rodrigues, O.A.C. Vilcanqui, A.L.L.F. Murari, and A.J.S. Filho, "Predictive power control for dfig: a fare-based weighting matrices approach," IEEE J Emerg Sel Top Power Electron, 7 (2) 967-975 (2019) doi:10.1109/JESTPE.2019.2898924
- 20) L.A.G. Gomez, L.F.N. Lourenço, A.P. Grilo, M.B.C. Salles, L. Meegahapola, and A.J. Sguarezi Filho, "Primary frequency response of microgrid using doubly fed induction generator with finite control set model predictive control plus droop control and storage system," IEEE Access, 8 189298-189312 (2020) doi:10.1109/ACCESS.2020.3031544
- 21) C. Zhu, Z. Zeng, Q. Yuan, H. Yang, and R. Zhao, "Improved Voltage Vector Control for a Stand-alone DFIG System Based on Predictive Current Regulation Algorithm," 2014
- 22) Gundavarapu, H. Misra, and A.K. Jain, "Direct torque control scheme for dc voltage regulation of the standalone dfig-dc system," IEEE Transactions on Industrial Electronics, 64 (5) 3502-3512 (2017) doi:10.1109/TIE.2016.2644623
- 23) H. Misra, and A.K. Jain, "Analysis of stand-alone dfig-dc system and dc voltage regulation with reduced sensors," IEEE Transactions on Industrial Electronics, 64 (6) 4402-4412 (2017) doi:10.1109/TIE.2017.2669889
- 24) C. Wu, D. Zhou, and F. Blaabjerg, "An Improved DC Voltage Control Method for Standalone DFIG-DC System Based on Direct Torque Resonant Control," in: 2020 IEEE 9th International Power Electronics and Motion Control Conference, IPEMC 2020 ECCE Asia, Institute of Electrical and Electronics Engineers Inc., 2020: pp. 869-872 doi:10.1109/IPEMC-ECCEAsia48364.2020.9367993
- 25) H. Misra, A. Gundavarapu, and A.K. Jain, "Control scheme for dc voltage regulation of stand-alone dfig-dc system," IEEE Transactions on Industrial Electronics, 64 (4) 2700-2708 (2017) doi:10.1109/TIE.2016.2632066
- 26) H. Misra, and A.K. Jain, "Mathematical modeling and control of standalone dfig-dc system in rotor flux reference frame," IEEE Transactions on Industrial Electronics, 65 (5) 3708-3719 (2018) doi:10.1109/TIE.2017.2762644
- 27) G.D. Marques, and M.F. Iacchetti, "Minimization of torque ripple in the dfig-dc system via predictive delay compensation," IEEE Transactions on Industrial Electronics, 65 (1) 103-113 (2018) doi:10.1109/TIE.2017.2716860
- 28) P.P. Pradhan, B. Subudhi, and A. Ghosh, "A new optimal model predictive control scheme for a wind energy conversion system," International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 35 (3) (2022) doi:10.1002/jnm.2976
- 29) M.A. Mohamed, A.A.Z. Diab, H. Rezk, and T. Jin, "A novel adaptive model predictive controller for load frequency control of power systems integrated with dfig wind turbines," Neural Comput Appl, 32 (11) 7171-7181 (2020) doi:10.1007/s00521-019-04205-w
- 30) M. Bouderbala, B. Bossoufi, O. Deblecker, H.A. Aroussi, M. Taoussi, A. Lagrioui, S. Mtahhir, M. Masud, and F.A. Alraddady, "Experimental validation of predictive current control for dfig: fpga implementation," Electronics (Switzerland), 10 (21) (2021) doi:10.3390/electronics10212670
- 31) H. El Alami, B. Bossoufi, M. El Mahfoud, M. Bouderbala, B. Majout, P. Skruch, and S. Mobayen, "Robust finite control-set model predictive control for power quality enhancement of a wind system based on the dfig generator," Energies (Basel), 16 (3) (2023) doi:10.3390/en16031422
- 32) J. Hu, Y. Li, and J. Zhu, "Multi-objective model predictive control of doubly-fed induction generators for wind energy conversion," IET Generation, Transmission and Distribution, 13 (1) 21-29 (2019) doi:10.1049/iet-gtd.2018.5172
- 33) A.A. Al-Manfi, W.A. Mohamed, and E.F. Elsalhin, "Voltage Control of Stand-Alone Single Phase Self Excited Induction Generator for Variable Speed Wind Turbine Using Bang Bang-PWM Controller," in: 2022 IEEE 2nd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering, MI-STA 2022 - Proceeding, Institute of Electrical and Electronics Engineers Inc., 2022: pp. 749-754 doi:10.1109/MI-STA54861.2022.9837503
- 34) "Repetitive_control_of_the_stator-side_four-leg_converter_in_stand-alone_dfig-based_wind_energy_conversion_system,"
- 35) R.D. Shukla, and R.K. Tripathi, "A novel voltage and frequency controller for standalone dfig based wind energy conversion system," Renewable and Sustainable Energy Reviews, 37 69-89 (2014) doi:10.1016/j.rser.2014.04.069
- 36) C. Wu, P. Cheng, Y. Ye, and F. Blaabjerg, "A unified power control method for standalone and grid-connected dfig-dc system," IEEE Trans Power Electron, 35 (12) 12663-12667 (2020) doi:10.1109/TPEL.2020.2996267
- 37) W.R. Sultana, S.K. Sahoo, S. Sukchai, S. Yamuna, and D. Venkatesh, "A review on state of art development of model predictive control for renewable energy applications," Renewable and Sustainable Energy Reviews, 76 391-406 (2017) doi:10.1016/j.rser.2017.03.058
- 38) H. Misra, and A.K. Jain, "Mathematical modeling and control of standalone dfig-dc system in rotor flux reference frame," IEEE Transactions on Industrial Electronics, 65 (5) 3708-3719 (2018) doi:10.1109/TIE.2017.2762644
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