High Performance Direct Torque Control of Doubly Fed Induction Motor using Fuzzy Logic

Year 2018, Volume: 31 Issue: 2, 532 - 542, 01.06.2018

Najib El Ouanjlı , Mohammed Taoussı , Aziz Derouıch Ali Chebabhı , Abdelaziz El Ghzızal Badre Bossoufı

https://izlik.org/JA53ZC48JD

Abstract

Direct torque control (DTC) of Doubly Fed Induction Machine
(DFIM) has large torque ripples and inconstant switching frequency, especially
at low speed. This paper proposes an enhanced DTC method based on fuzzy logic
technique. In order to improve the drawbacks of this conventional DTC and
overcome the robustness problems against parametric variations of the DFIM, the
switching tables and conventional PI regulator of speed are elaborated by the
reasoning of fuzzy logic. A very detailed analysis of simulation results of the
system in Matlab/Simulink environment is performed to the regarding to speed
variation, reference tracking and robustness against system parameters
variations. These results show the efficiency and robustness of this fuzzy
logic controller for enhancing the performance of the DTC control of DFIM.

Keywords

Doubly Fed Induction Machine (DFIM) , Direct Torque Control (DTC) , Fuzzy-DTC , Fuzzy Logic Controller (FLC) , Switching Table

References

• [1] I. Lopez-Garcia, G. Espinosa-Perez, H. Siguerdidjane, A. Doria-Cerezo, “On the passivity-based power control of a doubly-fed induction machine”, Int. J. Electrical Power and Energy Systems 45 (2013) 303–312. [2] M. Taoussi, M. Karim, B. Bossoufi, D. Hmmoumi, A. Lagrioui, A.Derouich, “Speed Variable Adaptive Backstepping Control of the Double-Fed Induction Machine Drive,” Int. J. Automation and Control Control (IJAAC), pp.12-33, Vol.10, N°1, January 2016. [3] M.Taoussi, M.Karim, B.Bossoufi, D. Hammoumi, A.Lagrioui, “Speed Backstepping control of the double-fed induction machine drive”, Journal of Theoretical & Applied Information Technology, pp 189-199 Vol. 74, Issue 2, april 2015. [4] N. El Ouanjli, A. Derouich, A. El Ghzizal, A. Chebabhi, M. Taoussi, “A comparative study between FOC and DTC controls of the Doubly Fed Induction Motor (DFIM) ”, IEEE International Conference on Electrical and Information Technologies, Rabat- Morocco 2017. [5] N. Bounar, A. Boulkroune, F. Boudjema, M. M'Saad, M. Farza, “Adaptive fuzzy vector control for a doubly-fed induction motor”, Neurocomputing 151(2015)756–769S. [6] A. Bennassar, A. Abbou and M. Akherraz, “Combining fuzzy Luenberger observer and Kalman filter for speed sensorless integral backstepping controlled induction motor drive”, Int. J. Automation and Control (IJAAC), Vol. 11, No. 3, 2017. [7] N. El Ouanjli, A. Derouich, A. El Gzizal, Y. El Mourabet, B. Bossoufi, M. Taoussi, “Contribution to the performance improvement of Doubly Fed Induction Machine functioning in motor mode by the DTC control”, Int. J. of Power Electronics and Drive System (IJPEDS), Vol.8, No.3,september 2017. [8] Y.Djeriri, A. Meroufel, A. Massoum, Z. Boudjema, “Direct power control of a doubly fed induction generator based wind energy conversion systems including a storage unit”, Jornal of Electrical Engineering, JEE, Romania, vol.14, No.1, pp.196-204,March 2014. [9] L. Romeral, et al. “Novel Direct Torque Control (DTC) Scheme with Fuzzy Adaptive Torque-Ripple Reduction”, IEEE Trans. Ind. Electron, vol. 50, no. 3, pp. 487-492, Jun. 2003. [10] D. Amoozegar, “DSTATCOM modeling for voltage stability with fuzzy logic PI current controller”, Int. J. Electrical Power and Energy Systems 76 (2016) 129–135. [11] N. El Ouanjli, A. Derouich, A. El ghzizal, M. Errouha, M. Taoussi, “Direct Torque Control of the Doubly Fed Induction Motor (DFIM)”, International conference COFMER’2, Fez, 11-12 April 2017. [12] F. Boumaraf, R. Abdessemed, M.L. Bendaasand S. Belkacem, “Torque Ripple Minimization of Dial Torque Control of Doubly Fied Induction Machine Using Fuzzy Logic”, Journal of Electrical Engineering (JEE),Vol. 5 ,N°1, 2015. [13] B.Bossoufi, M.Karim, A.Lagrioui, M.Taoussi, M.L.EL Hafyani “Backstepping control of DFIG Generators for Wide-Range Variable-Speed Wind Turbines”, Int. J. Automation and Control (IJAAC), pp 122-140, Vol.8 No.2, 2014. [14] M. Taoussi, M. Karim, D. Hammoumi, C. Elbakkali, B. Bossoufi, N. El Ouanjli,“Comparative study between Backstepping adaptive and Field-oriented control of the DFIG applied to wind turbines”, 3rd IEEE International Conference on Advanced Technologies for Signal and Image Processing, May 2017. [15] S. Gdaim, A. Mtibaa, M. F. Mimouni, “Design and Experimental Implementation of DTC of Induction Machine based on Fuzzy Logic Control on FPGA”, IEEE Trans. Fuzzy Systems, Vol.23, pp.644 -655.