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APPLICATION OF FRACTIONAL-ORDER SECOND-ORDER CONTINUOUS SLIDING MODE CONTROLLER IN DIRECT FLUX AND TORQUE CONTROL SYSTEM OF DOUBLY-FED INDUCTION GENERATOR INTEGRATEDTO WIND TURBINE: SIMULATION STUDIES

https://doi.org/10.21821/2309-5180-2021-13-6-887-907

Abstract

A new nonlinear controller for direct flux and torque control (DFTC) of a doubly-fed induction generator (DFIG) based on a single-rotor wind turbine (SRWT) using the fractional-order second-order continuous sliding mode (FOSOCSM) controller is presented in this paper. Three different controllers are proposed to control the electromagnetic torque and rotor flux of the doubly-fed induction generator driven by a single-rotor wind turbine. The main goal of the proposed DFTC control structure is to improve the quality of the electromagnetic torque and stator current of the SRWT system by reducing electromagnetic torque undulations, stator current, and rotor flux undulations in the DFIG-SRWT systems. The mathematical model of the DFIG has been described. The descriptions of the modified space vector modulation (MSVM) strategy and the proposed FOSOCSM controller have been presented. The DFTC-MSVM control structure with proposed FOSOCSM controllers has been described. This proposed strategy has been shown to be robust and stable against parametric uncertainties and load electromagnetic torque. The validity, robustness, and effectiveness of the proposed DFTC-FOSOCSM technique are demonstrated through simulation studies in the MATLAB® software environment. Numerical simulation results demonstrate that the proposed DFTC control scheme with proposed FOSOCSM controllers has a faster transient response than traditional DFTC and DFTC with classical SOCSM controllers. Also, it reduces ripples in both electromagnetic torque of stator current, and rotor flux significantly compared to the classic technique and DFTC with traditional SOCSM controllers.

About the Authors

A. N. Almakki
Kazan National Research Technical University named after A. N. Tupolev - KAI
Russian Federation


A. A. Mazalov
Kazan National Research Technical University named after A. N. Tupolev - KAI; Southern Federal University
Russian Federation


References

1. Heydari E. Fuzzy-Genetic Algorithm-Based Direct Power Control Strategy for DFIG / E. Heydari, M. Rafiee, M. Pichan // Iranian Journal of Electrical and Electronic Engineering. - 2018. - Vol. 14. - Is. 4. - Pp. 353-361. DOI: 10.22068/IJEEE.14.4.353.

2. Hooshyar A. Three-Phase Fault Direction Identification for Distribution Systems With DFIG-Based Wind DG / A. Hooshyar, M. A. Azzouz, E. F. El-Saadany // IEEE Transactions on Sustainable Energy. - 2014. - Vol. 5. - Is. 3. - Pp. 747-756. DOI: 10.1109/TSTE.2014.2298466.

3. Ma J. Analysis on application of a current-source based DFIG wind generator model / J. Ma, D. Zhao, L. Yao, M. Qian, K. Yamashita, L. Zhu // CSEE Journal of Power and Energy Systems. - 2018. - Vol. 4. - Is. 3. - Pp. 352-361. DOI: 10.17775/CSEEJPES.2018.00060.

4. Prasad R. M. Rotor Position-Sensorless Algorithms for Direct Power Control of Rotor-Tied DFIG / M. Prasad, M. A. Mulla // IEEE Transactions on Power Electronics. - 2021. - Vol. 36. - Is. 6. - Pp. 6213-6217. DOI: 10.1109/TPEL.2020.3040705.

5. Arnalte S. Direct Torque Control of a Doubly-Fed Induction Generator for Variable Speed Wind Turbines / Arnalte, J. C. Burgos, J. L. Rodríguez-Amenedo // Electric Power Components and Systems. - 2002. - Vol. 30. - Is. 2. - Pp. 199-216. DOI: 10.1080/153250002753427851.

6. Prasad R. M. A Novel Position-Sensorless Algorithm for Field-Oriented Control of DFIG with Reduced Current Sensors / R. M. Prasad, M. A. Mulla // IEEE Transactions on Sustainable Energy. - 2018. - Vol. 10. - Is. 3. - Pp. 1098-1108. DOI: 10.1109/TSTE.2018.2860993.

7. Sharmila V. Fuzzy Sampled-Data Control for DFIG-Based Wind Turbine with Stochastic Actuator Failures / V. Sharmila, R. Rakkiyappan, Y. H. Joo // IEEE Transactions on Systems, Man, and Cybernetics: Systems. - 2021. - Vol. 51. - Is. 4. - Pp. 2199-2211. DOI: 10.1109/TSMC.2019.2946873.

8. Martinez M. I. Sliding-Mode Control for DFIG Rotor and Grid-Side Converters Under Unbalanced and Harmonically Distorted Grid Voltage / M. I. Martinez, G. Tapia, A. Susperregui, H. Camblong // IEEE Transactions on Energy Conversion. - 2012. - Vol. 27. - Is. 2. - Pp. 328-339. DOI: 10.1109/TEC.2011.2181996.

9. Shah A. P. Direct Power Control of DFIG using Super-Twisting Algorithm based on Second-Order Sliding Mode Control / A. P. Shah, A. J. Mehta // 14th International Workshop on Variable Structure Systems (VSS). - IEEE, 2016. - Pp. 136-141. DOI: 10.1109/VSS.2016.7506905.

10. Mohammadi J. A Combined Vector and Direct Power Control for DFIG-Based Wind Turbines / J. Mohammadi, S. Vaez-Zadeh, S. Afsharnia, E. Daryabeigi // IEEE Transactions on Sustainable Energy. - 2014. - Vol. 5. - Is. 3. - Pp. 767-775. DOI: 10.1109/TSTE.2014.2301675.

11. Beltran B. Second-Order Sliding Mode Control of a Doubly Fed Induction Generator Driven Wind Turbine / B. Beltran, M. E. H. Benbouzid, T. Ahmed-Ali // IEEE Transactions on Energy Conversion. - 2012. - Vol. 27. - Is. 2. - Pp. 261-269. DOI: 10.1109/TEC.2011.2181515.

12. Djeriri Y. Artificial neural network based direct torque control of doubly fed induction generator / Y. Djeriri, A. Meroufel, A. Massoum // Journal of Electrical Engineering. - 2014. - Vol. 14. - Is. 2. - Pp. 71-79.

13. Djeriri Y. Lyapunov-Based Robust Power Controllers for a Doubly Fed Induction Generator / Y. Djeriri // Iranian Journal of Electrical & Electronic Engineering. - 2020. - Vol. 16. - No.4. - Pp. 551-558. DOI: 10.22068/IJEEE.16.4.551.

14. Boubzizi S. Comparative study of three types of controllers for DFIG in wind energy conversion system / S. Boubzizi, H. Abid, A. El hajjaji, M. Chaabane // Protection and Control of Modern Power Systems. - 2018. - Vol. 3. - Article number: 21. DOI: 10.1186/s41601-018-0096-y.

15. Evangelista C. Active and Reactive Power Control for Wind Turbine Based on a MIMO 2-Sliding Mode Algorithm with Variable Gains / C. Evangelista, F. Valenciaga, P. Puleston // IEEE Transactions on Energy Conversion. - 2013. - Vol. 28. - Is. 3. - Pp. 682-689. DOI: 10.1109/TEC.2013.2272244.

16. Chen S. Z. Integral Sliding-Mode Direct Torque Control of Doubly-Fed Induction Generators Under Unbalanced Grid Voltage / S. Z. Chen, N. C. Cheung, K. C. Wong, J. Wu // IEEE Transactions on Energy Conversion. - 2010. - Vol. 25. - Is. 2. - Pp. 356-368. DOI: 10.1109/TEC.2009.2036249.

17. Kashkooli M. R. A. Improved Direct Torque Control for a DFIG under Symmetrical Voltage Dip with Transient Flux Damping / M. R. A. Kashkooli, S. M. Madani, T. A. Lipo // IEEE Transactions on Industrial Electronics. - 2020. - Vol. 67. - Is. 1. - Pp. 28-37. DOI: 10.1109/TIE.2019.2893856.

18. Sun D. A Sliding-Mode Direct Power Control Strategy for DFIG Under Both Balanced and Unbalanced Grid Conditions Using Extended Active Power / D. Sun, X. Wang, H. Nian, Z. Q. Zhu // IEEE Transactions on Power Electronics. - 2018. - Vol. 33. - Is. 2. - Pp. 1313-1322. DOI: 10.1109/TPEL.2017.2686980.

19. Khajeh A. GA-Based Optimal LQR Controller to Improve LVRT Capability of DFIG Wind Turbines / A. Khajeh, R. Ghazi // Iranian Journal of Electrical & Electronic Engineering. - 2013. - Vol. 9. - No. 3. - Pp. 167-176.

20. Wong K. C. Direct Torque Control of a Doubly-fed Induction Generator with Space Vector Modulation / K. C. Wong, S. L. Ho, K. W. E. Cheng // Electric Power Components and Systems. - 2008. - Vol. 36. - Is. 12. - Pp. 1337-1350. DOI: 10.1080/15325000802258331.

21. Sahri Y. Direct Torque Control of DFIG Driven by Wind Turbine System Connected to the Grid / Y. Sahri, S. Tamalouzt, S. L. Belaid // 2018 International Conference on Wind Energy and Applications in Algeria (ICWEAA). - IEEE, 2018. - Pp. 1-6. DOI: 10.1109/ICWEAA.2018.8605083.

22. Pura P. Direct torque control of a doubly fed induction generator working with unbalanced power grid / P. Pura, G. Iwanski // International Transactions on Electrical Energy Systems. - 2019. - Vol. 29. - Is. 4. DOI: 10.1002/etep.2815.

23. El Ouanjli N. Direct torque control of doubly fed induction motor using three-level NPC inverter / N. El Ouanjli, A. Derouich, A. El Ghzizal, M. Taoussi, Y. El Mourabit, K. Mezioui, B. Bossoufi // Protection and control of Modern Power Systems. - 2019. - Vol. 4. - Article number: 17. DOI: 10.1186/s41601-019-0131-7.

24. Mondal S. Improved Direct Torque and Reactive Power Control of a Matrix-Converter-Fed Grid-Connected Doubly Fed Induction Generator / S. Mondal, D. Kastha // IEEE Transactions on Industrial Electronics. - 2015. - Vol. 62. - Is. 12. - Pp. 7590-7598. DOI: 10.1109/TIE.2015.2459056.

25. Mossa M. A. Effective Model Predictive Voltage Control for a Sensorless Doubly Fed Induction Generator / M. A. Mossa, T. D. Do, A. S. Al-Sumaiti, N. V. Quynh, A. A. Z. Diab // IEEE Canadian Journal of Electrical and Computer Engineering. - 2021. - Vol. 44. - Is. 1. - Pp. 50-64. DOI: 10.1109/ICJECE.2020.3018495.

26. Chen T. C. Model reference robust speed control for induction-motor drive with time delay based on neural network / T. C. Chen, T. T. Sheu // IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans. - 2001. - Vol. 31. - Is. 6. - Pp. 746-753. DOI: 10.1109/3468.983432.

27. Ayrir W. Fuzzy 12 sectors improved direct torque control of a DFIG with stator power factor control strategy / W. Ayrir, A. Haddi // International Transactions on Electrical Energy Systems. - 2019. - Vol.29. - Is. 10. - Pp. e12092. DOI: 10.1002/2050-7038.12092.

28. Benbouhenni H. Two-level DTC based on ANN controller of DFIG using 7-level hysteresis command to reduce flux ripple comparing with traditional command / H. Benbouhenni, Z. Boudjema // 2018 International Conference on Applied Smart Systems (ICASS). - IEEE, 2018. - Pp. 1-8. DOI: 10.1109/ICASS.2018.8652013.

29. Bounadja E. Direct Torque Control of Saturated Doubly-Fed Induction Generator using High Order Sliding Mode Controllers / E. Bounadja, A. Djahbar, M. O. Mahmoudi, M. Matallah // International Journal of Advanced Computer Science and Applications (IJACSA). - 2016. - Vol. 7. - No. 7. - Pp. 55-61.

30. Benbouhenni H. Rotor flux and torque ripples minimization for direct torque control of DFIG by NSTSM algorithm / H. Benbouhenni // Majlesi Journal of Energy Management. - 2018. - Vol. 7. - No. 3. - Pp. 1-9.

31. Benbouhenni H. Stator current and rotor flux ripples reduction of DTC DFIG drive using FSTSMC algorithm / H. Benbouhenni // International Journal of Smart Grid. - 2019. - Vol. 3. - No. 4. - Pp. 226-234.

32. Boudjema Z. A novel direct torque control using second order continuous sliding mode of a doubly fed induction generator for a wind energy conversion system / Z. Boudjema, R. Taleb, Y. Djerriri, A. Yahdou // Turkish Journal of Electrical Engineering & Computer Sciences. - 2017. - Vol. 25. - Is. 2. - Pp. 965-975. DOI: 10.3906/elk-1510-89.

33. Zou Z. Integrated Protection of DFIG-Based Wind Turbine with a Resistive-Type SFCL Under Symmetrical and Asymmetrical Faults / Z. Zou, X. Y. Xiao, Y. F. Liu, Y. Zhang, Y. H. Wang // IEEE Transactions on Applied Superconductivity. - 2016. - Vol. 26. - Is. 7. - Pp. 1-5. DOI: 10.1109/TASC.2016.2574352.

34. Wu C. Rotor Current Oriented Control Method of DFIG-DC System Without Stator Side Sensors / C. Wu, P. Cheng, H. Nian, F. Blaabjerg // IEEE Transactions on Industrial Electronics. - 2020. - Vol. 67. - Is. 11. - Pp. 9958-9962. DOI: 10.1109/TIE.2019.2956415.

35. Boudjema Z. DSPACE implementation of a neural SVPWM technique for a two-level voltage source inverter / Z. Boudjema, H. Benbouhenni, A. Bouhani, F. Chabni // Iranian Journal of Electrical & Electronic Engineering. - 2021. - Vol. 17. - Is. 3. - Pp. 1793-1793. DOI: 10.22068/IJEEE.17.3.1793.

36. Singh A. Simulation of simplified SVM technique for three phase five-level cascaded H-bridge inverter / A. Singh, R. N. Mahanty // 2017 International Conference on Information, Communication, Instrumentation and Control (ICICIC). - IEEE, 2017. - Pp. 1-6. DOI: 10.1109/ICOMICON.2017.8279061.

37. Benbouhenni H. Direct vector control of a DFIG supplied by an intelligent SVM inverter for wind turbine system / H. Benbouhenni, Z. Boudjema, A. Belaidi // Iranian Journal of Electrical and Electronic Engineering. - 2019. - Vol. 15. - Is. 1. - Pp. 45-55. DOI: 10.22068/IJEEE.15.1.45.

38. Benbouhenni H. Neuro-second order sliding mode control of a DFIG supplied by a two-level NSVM inverter for wind turbine system / H. Benbouhenni, Z. Boudjema, A. Belaidi // Iranian Journal of Electrical and Electronic Engineering. - 2018. - Vol. 14. - Is. 4. - Pp. 362-373. DOI: 10.22068/IJEEE.14.4.362.

39. Mehedi F. Feedforward neural network-DTC of multi-phase permanent magnet synchronous motor using five-phase neural space vector pulse width modulation strategy / F. Mehedi, H. Benbouhenni, L. Nezli, D. Boudana // Journal Européen des Systèmes Automatisés. - 2021. - Vol. 54. - Is. 2. - Pp. 345-354. DOI: 10.18280/jesa.540217.

40. Mehedi F. Direct torque fuzzy controlled drive for multi-phase IPMSM based on SVM technique / F. Mehedi, A. Yahdou, A. B. Djilali, H. Benbouhenni // Journal Européen des Systémes Automatisées. - 2020. - Vol. 53. - Is. 2. - Pp. 259-266. DOI: 10.18280/jesa.530213.

41. Benbouhenni H. Seven-level NPC inverter-based neuronal direct torque control of the PMSM drives with regulation speed using neural PI controller / H. Benbouhenni // International Journal of Intelligent Information Systems. - 2019. - Vol. 8. - Is. 5. - Pp. 85-96. DOI: 10.11648/j.ijiis.20190805.11.

42. Benbouhenni H. Seven-level direct torque control of induction motor based on artificial neural networks with regulation speed using fuzzy PI controller / H. Benbouhenni // Iranian Journal of Electrical and Electronic Engineering. - 2018. - Vol. 14. - Is. 1. - Pp. 85-94. DOI: 10.22068/IJEEE.14.1.85.

43. Belouahchi F. Design of a new direct torque control using synergetic theory for double star induction motor / F. Belouahchi, E. Merabet // Journal Européen des Systèmes Automatisés. - 2020. - Vol. 53. - No. 6. - Pp. 903-914. DOI: 10.18280/jesa.530616.

44. Vinod B. R. Direct Torque Control Scheme for a Four-Level-Inverter Fed Open-End-Winding Induction Motor / Vinod B. R., Shiny G. // IEEE Transactions on Energy Conversion. - 2019. - Vol. 34. - Is. 4. - Pp. 2209-2217. DOI: 10.1109/TEC.2019.2941890.

45. Geyer T. Model Predictive Direct Torque Control of a Five-Level ANPC Converter Drive System / T. Geyer, S. Mastellone // IEEE Transactions on Industry Applications. - 2012. - Vol. 48. - Is. 5. - Pp. 1565-1575. DOI: 10.1109/TIA.2012.2210174.

46. Benbouhenni H. 24 sectors DTC control of IM drive using ANFIS controller for minimize torque ripple / H. Benbouhenni // International Journal of Energy and Environment. - 2018. - Vol. 12. - Pp. 24-29.

47. Benbouhenni H. Four-level direct torque control of permanent magnet synchronous motor based on neural networks with regulation speed using neural PI controller / H. Benbouhenni // Majlesi Journal of Mechatronic Systems. - 2019. - Vol. 8. - Is. 4. - Pp. 1-10.

48. Reghioui H. Enhancement of space vector modulation based-direct torque control using fuzzy PI controller for doubly star induction motor / H. Reghioui, S. Belhamdi, A. Abdelkarim, H. Lallouani // Advances in Modelling and Analysis C. - 2019. - Vol. 74. - No. 2-4. - Pp. 27-34. DOI: 10.18280/ama_c.742-404.

49. Farid B. Fuzzy super twisting algorithm dual direct torque control of doubly fed induction machine / B. Farid, B. Tarek, B. Sebti // International Journal of Electrical and Computer Engineering. - 2021. - Vol. 11. - Is. 5. - Pp. 3782-3790.

50. Amrane F. A novel direct power control for grid-connected doubly fed induction generator based on hybrid artificial intelligent control with space vector modulation / F. Amrane, A. Chaiba // Rev. Sci. Techni.-Electrotechn. Et Energ. - 2016. - Vol. 61. - Is. 3. - Pp. 263-268.

51. Tavakoli S. M. Comparison between different DPC methods applied to DFIG wind turbines / S. M. Tavakoli, M. A. Pourmina, M. R. Zolghadri // International Journal of Renewable Energy Research (IJRER). - 2013. - Vol. 3. - No. 2. - Pp. 446-452.


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For citations:


Almakki A.N., Mazalov A.A. APPLICATION OF FRACTIONAL-ORDER SECOND-ORDER CONTINUOUS SLIDING MODE CONTROLLER IN DIRECT FLUX AND TORQUE CONTROL SYSTEM OF DOUBLY-FED INDUCTION GENERATOR INTEGRATEDTO WIND TURBINE: SIMULATION STUDIES. Vestnik Gosudarstvennogo universiteta morskogo i rechnogo flota imeni admirala S. O. Makarova. 2021;13(6):887-907. (In Russ.) https://doi.org/10.21821/2309-5180-2021-13-6-887-907

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