INFORMATION CHANGE THE WORLD

International Journal of Image, Graphics and Signal Processing(IJIGSP)

ISSN: 2074-9074 (Print), ISSN: 2074-9082 (Online)

Published By: MECS Press

IJIGSP Vol.11, No.7, Jul. 2019

DTC-SVM based on Interval Type-2 Fuzzy Logic Controller of Double Stator Induction Machine fed by Six-Phase Inverter

Full Text (PDF, 1582KB), PP.48-57


Views:0   Downloads:0

Author(s)

Hellali Lallouani, Belhamdi Saad, Benyettou Letfi

Index Terms

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

Abstract

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. 

Cite This Paper

Hellali Lallouani, Belhamdi Saad, Benyettou Letfi, "DTC-SVM based on Interval Type-2 Fuzzy Logic Controller of Double Stator Induction Machine fed by Six-Phase Inverter ", International Journal of Image, Graphics and Signal Processing(IJIGSP), Vol.11, No.7, pp. 48-57, 2019.DOI: 10.5815/ijigsp.2019.07.04

Reference

[1]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.

[2]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.

[3]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.

[4]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]. 

[5]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.

[6]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. 

[7]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.

[8]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. 

[9]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.  

[10]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.  

[11]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.

[12]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.

[13]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.

[14]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.

[15]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.

[16]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.

[17]O. Castillo, P. A-Melin, type-2 fuzzy logic, theory and applications, Series. Studies in Fuzziness and Soft Computing. Springer-Verlag :2008, 223. 

[18]H. Hagras,“ Type-2 FLCs: a new generation of fuzzy controllers”, IEEE Compute Intelligence Magazine, vol. 2, pp. 30–43,2007.

[19]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.