DTC-SVM based on interval type-2 fuzzy logic controller of double stator induction machine fed by six-phase inverter

Автор: Hellali Lallouani, Belhamdi Saad, Benyettou Letfi

Журнал: International Journal of Image, Graphics and Signal Processing @ijigsp

Статья в выпуске: 7 vol.11, 2019 года.

Бесплатный доступ

The main disadvantage of the classical direct torque control is high torque and flux ripples. This is due to hysteresis comparators suffer from a variable switching frequency and a high torque ripple. Besides, a hybrid strategy; Direct Torque Control with Space Vector Modulation (DTC -SVM) is established using Interval Type-2 Fuzzy Logic Controller (IT2FLC) for enhancing control performance parameters to reducing torque and flux ripple. In this work, a IT2FLC is applied to the DTC-SVM of Double Stator Induction Machine (DSIM). Simulation results are shown to present the robustness and efficiency of the recommended control strategy.

Еще

Double stator induction machine (DSIM), Six-phase inverter, Interval Type-2 fuzzy logic controller (IT2FLC), Direct torque control with space vector modulation (DTC-SVM)

Короткий адрес: https://sciup.org/15016067

IDR: 15016067   |   DOI: 10.5815/ijigsp.2019.07.04

Список литературы DTC-SVM based on interval type-2 fuzzy logic controller of double stator induction machine fed by six-phase inverter

  • D. Hadiouche, H. Razik, A. Rezzoug, “On the modeling and design of dual-stator windings to minimize circulating harmonic currents for VSI fed AC machines”, IEEE Trans. Ind. Appl , vol. 4, pp. 506–515, 2004.
  • H. Khouidmi, A. Massoum, A. Meroufel “Dual star induction motor drive: modeling, supplying and control”, International journal of electrical and power engineering, vol. 5, pp. 28–34, 2011.
  • N. Layadi, S. Zeghlache, A. Djerioui H. Mekki and F. Berrabah, Adaptive RBFNN Strategy for Fault Tolerant Control: Application to DSIM under Broken Rotor Bars Fault, I.J. Intelligent Systems and Applications, vol. 2, pp. 49–61, 2019.
  • I. Takahashi, N. Toshihiko, “A New Quick-Response and High Efficiency Control Strategy of an Induction Motor”, IEEE Trans. on Industry Applications, vol. IA-22(5), pp. 820–827, 1986. [Online].
  • L. Hellali, S. Belhamdi, L. Benyettou and H. reghioui. Direct torque control of doubly star induction machine fed by voltage source inverter using type 2 fuzzy logic speed controller. AMSE Journals, Series Advances C, vol. 73, N 4, pp 202–207, 2018.
  • W. Xueqing, W. Zheng, C. Jian, C. Ming, X. Liang, “Direct Torque Control of Dual Three-Phase PMSM Drives Based on Two-Step Voltage Vector Synthesis SVM”, 8th IEEE International Power Electronics and Motion Control Conf, Asia, 2016.
  • C. Z-Liu, C. M-Qu,“ Simulation of SVPWM control strategy for dual three-phase asynchronous motor”, 33rd Youth Academic Annual Conf. Chinese association of automation (YAC), Nanjng, china, 2018, pp. 816-819.
  • S. Lu S, K. Corzine,“ Direct Torque Control of Five-Phase Induction Motor Using Space Vector Modulation with Harmonics Elimination and Optimal Switching Sequence”, in Proc. 21th Annual IEEE Conf. Applied Power Electronics, 2006, pp. 195–201.
  • L. Jose, P. Azcue, J. Alfeu, F. Sguarezi, R. Ernesto,“ The DTC-SVM Scheme with Takagi-Sugeno Fuzzy Controller for Three-Phase Induction Motor”, 8th International Conf, Fuzzy Systems and Knowledge Discovery (FSKD), 2011, pp. 901–906.
  • M. R-Jagan, K S- Manoj, P. K- Subudhi,“ DTC-SVM of Induction Motor by Applying Two Fuzzy Logic Controllers”, International Conf, Electrical, Electronics, and Optimization Techniques (ICEEOT), 2016, pp. 4941–4951.
  • I. Aliskan, K. Gulez, G. Tuna, T. V. Mumcu, Y. Altun,“ Nonlinear Speed Controller Supported by Direc Torque Control Algorithm and Space Vector Modulation for Induction Motors in Electrical Vehicles”, ELEKTRONIKA IR ELEKTROTECHNIKA, vol. 6, pp. 41–46, 2013.
  • M. Hojat,A. S- Mohammad,“ Controlling the speed and flux of a dual stator winding induction motor using an emotional intelligent controller and integration algorithm”, Turk J Elec Eng & Comp Sci , vol. 26, pp. 3192–3206, 2018.
  • L. Bentouhamia, R. Abdessemed, A. Kessal, E. Merabet,“ Control Neuro-Fuzzy of a Dual Star Induction Machine (DSIM) supplied by Five-Level Inverter”, Journal of Power Technologies, vol. 1, pp. 70–79, 2018.
  • S. Radhwane, A. Meroufel,“ Rotor field-oriented control (IRFOC) of a dual star induction machine (DSIM) using a fuzzy controller”, Acta Polytechnica Hungarica, vol. 9, pp. 177–192, 2012.
  • A. Meroufel, S. Massoum, A. Bentaallah, P. Wira, F. Belaimeche, A. Massoum,“ Double Star Induction Motor Direct Torque Control with Fuzzy Sliding Mode Speed Controller”, Rev. Roum. Sci. Techn. Electrotechn. et Energ, vol. 1, pp. 31–35, 2017.
  • K. Vineet, K. P-Rana, N. Sundeep,“ Comparative Study of Type-2 and Type-1 Fuzzy PI Controllers on Sensor Noise Suppression in a Control Loop”, Control Engineering and Applied Informatics CEAI, vol. 19, pp. 20–30, 2017.
  • O. Castillo, P. A-Melin, type-2 fuzzy logic, theory and applications, Series. Studies in Fuzziness and Soft Computing. Springer-Verlag :2008, 223.
  • H. Hagras,“ Type-2 FLCs: a new generation of fuzzy controllers”, IEEE Compute Intelligence Magazine, vol. 2, pp. 30–43,2007.
  • Castillo O, Melin P,“ A review on the design and optimization of interval type-2 fuzzy controllers”, Applied Soft Computing, vol. 12, pp. 1267–1278, 2012.
Еще
Статья научная