A Comparative Study between Three-level NSVPWM and Two-level NSVPWM Strategy for a DFIG-based WTS Controlled by Neuro-second Order Sliding Mode
Keywords:
3L-NSVPWM, 2L-NSVPWM, NSOSMC, DFIG, WTS.
Abstract
In this article, we present a comparative study between three-level neural space vector pulse width modulation (3L-NSVPWM) and two-level neural space vector pulse width modulation (2L-NSVPWM) strategy in neuro-second order sliding mode control (NSOSMC) of stator active and stator reactive power command of a doubly fed induction generator (DFIG) for wind turbine systems (WTSs). Two commands schemes using NSOSMC-3L-NSVPWM and NSOSMC-2L-NSVPWM are proposed and compared. The validity of the proposed commands schemes is verified by simulation tests of a DFIG. The rotor current, active power and reactive power is determined and compared in the above techniques. The obtained results showed that the proposed NSOSMC with 3L-NSVPWM strategy have stator active and reactive power with low powers ripples and low rotor current harmonic distortion than 2L-NSVPWM strategy.
References
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[23] Boudjema Z., Taleb R., Yahdou A., «A new DTC scheme using second order sliding mode and fuzzy logic of a DFIG for wind turbine system, » International Journal of Advanced Computer Science and Applications, Vol. 7, No. 8, pp. 49-56, 2016.
[24] Tria F. Z., Srairi K., Benchouia M. T., Mahdad B., Benbouzid M. E., «An hybrid control based on fuzzy logic and a second order sliding mode for MPPT in wind energy conversion systems, » International Journal on Electrical Engineering and Informatics, 2016, Vol. 8, No. 4, pp. 711-726.
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[26] Boudjema Z., Meroufel A., Djerriri Y., Bounadja E., « Fuzzy sliding mode control of a doubly fed induction generator for wind energy conversion, » Carpathian Journal of Electronic and Computer Engineering, 2013, Vol. 6, No. 2, pp. 7-14.
[27] Benbouhenni H., Boudjema Z., Belaidi A., « Neuro-second order sliding mode control of a DFIG supplied by a two-level NSVM inverter for wind turbine system, » Iranian Journal of Electrical and Electronic Engineering, Vol. 14, No.4,pp.362-373, 2018.
[28] Benbouhenni H., Boudjema Z., Belaidi A., «Direct vector control of a DFIG supplied by an intelligent SVM inverter for wind turbine system, » Iranian Journal Of Electrical & Electronic Engineering, Vol. 15, No.1, pp. 45-55, 2019.
[29] Benbouhenni H., Boudjema Z., Belaidi A., « Using three-level Fuzzy space vector modulation method to improve indirect vector control strategy of a DFIG based wind energy conversion systems, » International Journal of Smart Grid, Vol. 2, No.3, pp.155-171, 2018.
[30] Benbouhenni H., Boudjema Z., Belaidi A., « Indirect vector control of a DFIG supplied by a two-level FSVM inverter for wind turbine system, » Majlesi Journal of Electrical Engineering, Vol. 13, No. 1, pp. 45-54, 2019.
[31] Belkheiri A., Aoughellanet S., Belkheiri M., « FPGA implementation of a space vector pulse width modulation technique for a two-level inverter, » Elektrotehniški Vestnik, Vol. 85, No. 3, pp. 1-7, 2018.
[32] Beltran B., Benbouzid M. E., Ahmed-Ali T., «Second-order sliding mode control of a doubly fed induction generator driven wind turbine, » IEEE Transactions on Energy Conversion, Vol. 27, No. 2, pp. 261-269, 2012.
[33] Benbouhenni, H., « Neuro-sconde order sliding mode field oriented control for DFIG based wind turbine, » International Journal of Smart Grid, Vol. 2, No. 4, pp. 209-217, 2018.
[34] Benbouhenni, H., « A comparative study between FSMC and FSOSMC strategy for a DFIG-based wind turbine system,» Majlesi Journal of Mechatronic Systems, Vol. 8, No. 2, 2019.
[2] Medjber A., Moualdia A., Mellit A., Guessoum M. A., « Comparative study between direct and indirect vector control applied to a wind turbine equipped with a double-fed asynchronous machine article, » International Journal of Renewable Energy Research, Vol. 3, No. 1, pp. 88-93, 2013.
[3] Kerrouche K., Mezouar A., Belkacem Kh., « Decoupled control of doubly fed induction generator by vector control for wind energy conversion system, » Energy Procedia, Vol. 42, pp. 239-248, 2013.
[4] Amrane F., Chaiba A., Babas B., Mekhilef S., « Design and implementation of high performance field oriented control for grid-connected doubly fed induction generator via hysteresis rotor current controller, » Rev. Roum. Sci. Techn.-Electrotechn. Et Energ, Vol. 61, No. 4, pp. 319-324, 2016.
[5] Boudjema Z., Taleb R., Djerriri Y., Yahdou A., « A novel direct torque control using second order continuous sliding mode of a doubly fed induction generator for a wind energy conversion system, » Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 25, pp. 965-975, 2017.
[6] Wa Y., Yang W., « Different control strategies on the rotor side converter in DFIG-based wind turbines, » Energy Procedia, Elsevier, Vol. 100, pp. 551-555, 2016.
[7] Rao Y. S, Laxmi A. J., «Direct torque control of doubly fed induction generator based wind turbine under voltage dips, » International Journal of Advances in Engineering & Technology, Vol. 3, pp. 711-720, 2012.
[8] Benbouhenni, H., «Direct power control of a DFIG fed by a seven-level inverter using SVM strategy, » International Journal of Smart Grid, Vol. 3, No. 2, pp. 54-62, 2019.
[9] Benbouhenni, H., «Application of five-level NPC inverter in DPC-ANN of doubly fed induction generator for wind power generation systems, » International Journal of Smart Grid, Vol. 3, No. 3, 2019.
[10] Izanlo A., Gholamian S. A., Kazemi M. V., «Comparative study between two sensorless methods for direct power control of doubly fed induction generator, » Rev. Roum. Sci. Techn.-Electrotechn. Et Energ, Vol. 62, No. 4, pp. 358-364, 2017.
[11] Bakouri A., Mahmoudi H., Abbou A., « Intelligent control for doubly fed induction generator connected to the electrical network, » International Journal of Power Electronics and Drive System, Vol. 7, No. 3, pp. 688-700, 2016.
[12] Ismail M. M., Bendary A. F., « Protection of DFIG wind turbine using fuzzy logic control, » Alexandria Engineering Journal, 2016, Vol. 55, pp. 941-949.
[13] Boudjema Z., Meroufel A., Amari A., « Robust control of a doubly fed induction generator (DFIG) fed by a direct AC-AC converter, » Przegląd Elektrotechniczny, Vol. 11, pp. 213-221, 2012.
[14] Barambones O., Gonzalez de Durana J. M., «Sliding mode control for power output maximization in a wave energy systems, » Energy Procedia, Vol. 75, pp. 265-270, 2015.
[15] El-Azzaoui M., Mahmoudi H., Boudaria K., «Backstepping control of wind and photovoltaic hybrid renewable energy system, » Internationale Journal of Power Electronics and Drive Systems, Vol. 7, No. 3, pp. 677-686, 2016.
[16] Amrane F., Chaiba A., « A novel direct power control for grid-connected doubly fed induction generator based on hybrid artificial intelligent control with space vector modulation, » Rev. Roum. Sci. Techn.-Electrotechn. Et Energ, Vol. 61, No. 3, pp. 263-268, 2016.
[17] Benbouhenni, H., « Comparative study between direct vector control and fuzzy sliding mode controller in three-level space vector modulation inverter of reactive and active power command of DFIG-based wind turbine systems, » International Journal of Smart Grid, Vol. 2, No. 4, pp. 188-196, 2018.
[18] Benbouhenni H., Boudjema Z., Belaidi A., «A novel matlab/simulink model of DFIG drive using NSMC method with NSVM strategy, » International Journal of Applied Power Engineering (IJAPE), Vol. 8, No. 3, pp. 221-233, 2019.
[19] Laina R., Lamzouri F., Boufounas E., El Amrani A., Boumhidi I., « Intelligent control of a DFIG wind turbine using a PSO evolutionary algorithm, » Procedia Computer Science, Vol. 127, pp. 471-480, 2018.
[20] Bekakra Y., Ben Attous D., « Comparison study between SVM and PWM inverter in sliding mode control of active and reactive power control of a DFIG for variable speed wind energy, » International Journal of Renewable Energy Research, Vol. 2, No. 3, pp. 471-476, 2012.
[21] Yahdou A., Hemici B., Boudjema Z., « Second order sliding mode control of a dual-rotor wind turbine system by employing a matrix converter, » Journal of Electrical Engineering, Vol. 16, No. 4, pp. 1-11, 2016.
[22] Beltran B., Benbouzid M. E. H., Ahmed-Ali T., «Second-order sliding mode power control and grid fault-tolerance of a DFIG-based wind turbine, » Revue des Sciences et de la Technologies, Vol. 2, No. 1, pp. 75-91, 2011.
[23] Boudjema Z., Taleb R., Yahdou A., «A new DTC scheme using second order sliding mode and fuzzy logic of a DFIG for wind turbine system, » International Journal of Advanced Computer Science and Applications, Vol. 7, No. 8, pp. 49-56, 2016.
[24] Tria F. Z., Srairi K., Benchouia M. T., Mahdad B., Benbouzid M. E., «An hybrid control based on fuzzy logic and a second order sliding mode for MPPT in wind energy conversion systems, » International Journal on Electrical Engineering and Informatics, 2016, Vol. 8, No. 4, pp. 711-726.
[25] Ardjoun S. E., Abid M., «Fuzzy sliding mode control applied to a doubly fed induction generator for wind turbines, » Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 23, pp. 1673-1686, 2015.
[26] Boudjema Z., Meroufel A., Djerriri Y., Bounadja E., « Fuzzy sliding mode control of a doubly fed induction generator for wind energy conversion, » Carpathian Journal of Electronic and Computer Engineering, 2013, Vol. 6, No. 2, pp. 7-14.
[27] Benbouhenni H., Boudjema Z., Belaidi A., « Neuro-second order sliding mode control of a DFIG supplied by a two-level NSVM inverter for wind turbine system, » Iranian Journal of Electrical and Electronic Engineering, Vol. 14, No.4,pp.362-373, 2018.
[28] Benbouhenni H., Boudjema Z., Belaidi A., «Direct vector control of a DFIG supplied by an intelligent SVM inverter for wind turbine system, » Iranian Journal Of Electrical & Electronic Engineering, Vol. 15, No.1, pp. 45-55, 2019.
[29] Benbouhenni H., Boudjema Z., Belaidi A., « Using three-level Fuzzy space vector modulation method to improve indirect vector control strategy of a DFIG based wind energy conversion systems, » International Journal of Smart Grid, Vol. 2, No.3, pp.155-171, 2018.
[30] Benbouhenni H., Boudjema Z., Belaidi A., « Indirect vector control of a DFIG supplied by a two-level FSVM inverter for wind turbine system, » Majlesi Journal of Electrical Engineering, Vol. 13, No. 1, pp. 45-54, 2019.
[31] Belkheiri A., Aoughellanet S., Belkheiri M., « FPGA implementation of a space vector pulse width modulation technique for a two-level inverter, » Elektrotehniški Vestnik, Vol. 85, No. 3, pp. 1-7, 2018.
[32] Beltran B., Benbouzid M. E., Ahmed-Ali T., «Second-order sliding mode control of a doubly fed induction generator driven wind turbine, » IEEE Transactions on Energy Conversion, Vol. 27, No. 2, pp. 261-269, 2012.
[33] Benbouhenni, H., « Neuro-sconde order sliding mode field oriented control for DFIG based wind turbine, » International Journal of Smart Grid, Vol. 2, No. 4, pp. 209-217, 2018.
[34] Benbouhenni, H., « A comparative study between FSMC and FSOSMC strategy for a DFIG-based wind turbine system,» Majlesi Journal of Mechatronic Systems, Vol. 8, No. 2, 2019.
Published
2019-03-01
How to Cite
Benbouhenni, H. (2019). A Comparative Study between Three-level NSVPWM and Two-level NSVPWM Strategy for a DFIG-based WTS Controlled by Neuro-second Order Sliding Mode. Majlesi Journal of Energy Management, 8(1), 19-28. Retrieved from https://em.majlesi.info/index.php/em/article/view/380
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