Direct Torque Control of Doubly Star Induction Machine Fed by Voltage Source Inverter Using Type-2 Fuzzy Logic Speed Controller

Direct Torque Control of Doubly Star Induction Machine Fed by Voltage Source Inverter Using Type-2 Fuzzy Logic Speed Controller

Lallouani Hellali* Saad Belhamdi Benyettou Loutfi Reghioui Hassen

Laboratory of Electrical Engineering, Department of Electrical Engineering, Faculty of Technology, University Mohamed Boudiaf of M’sila, 28000, Algeria

Corresponding Author Email: 
hellali.alouani@univ-msila.dz
Page: 
202-207
|
DOI: 
https://doi.org/10.18280/ama_c.730410
Received: 
16 July 2018
| |
Accepted: 
15 November 2018
| | Citation

OPEN ACCESS

Abstract: 

This paper concerns the study of a direct torque control based on fuzzy logic type-2 for the speed regulation of a doubly star Induction Machine fed by voltage source inverter. This command has become one of the high performance control strategies for AC machine to supply a very rapid torque and flux control. The proposed technique consists to change the proportional and integral controllers by type-2 fuzzy logic controller. The performance of the scheme in different operating conditions is studied. Particular interest is given to the robustness of the fuzzy logic based control. Furthermore, the simulation results illustrate the efficiency and robustness of the type-2 fuzzy logic controller.

Keywords: 

doubly star induction machine (DSIM), Inverter, type-2 fuzzy logic controller (T2FLC), direct torque control (DTC)

1. Introduction
2. Mathematical Model of DSIM
3. Voltage Source Inverter
4. Direct Torque Control
5. Type-2 Fuzzy Logic Controllers
6. Results and Discussion
7. Conclusion
Appendix
  References

[1] Tir Z, Soufi Y, Hashemnia MN, Malik OP, Marouani K. (2016). Fuzzy logic field oriented control of double star induction motor drive. Electrical Engineering, 1-9. https://doi.org/10.1007/s00202-016-0377-2

[2] Zhao Y, Lipo TA. (1995). Space vector PWM control of dual three phase induction machine using vector space decomposition. IEEE Transactions on Industry Applications 31: 1100-1109. https://doi.org/10.1109/28.464525

[3] Hadiouche D, Razik H, Rezzoug A. (2000). Study and simulation of space vector PWM control of double star induction motors. Power Electronics Congress, 42-47. 

[4] Layadi N, Zeghlache S, Benslimane T, Berrabah F. (2017). Comparative analysis between the rotor flux oriented control and backstepping control of a double star induction machine (DSIM) under open-phase fault. AMSE Journals, Series Advances C 72(4): 292-311.

[5] Takahashi I, Noguchi T. (1986). A new quick-response and high efficiency control strategy of an induction motor. IEEE Transactions on Industry Applications 22(5): 820-827. https://doi.org/10.1109/TIA.1986.4504799

[6] Ghalem B, Bendiabdellah A. (2010). Six-Phase matrix converter fed double star induction motor. Acta Polytechnica Hungarica 7(3). 

[7] Radhwane S. (2012). Indirect rotor field-oriented control (IRFOC) of a dual star induction machine (DSIM) using a fuzzy controller. Acta Polytechnica Hungarica 9(4).

[8] Hellali L, Belhamdi S. (2018). Direct torque control of doubly star induction motor using fuzzy logic speed controller. IAES International Journal of Artificial Intelligence (IJ-AI) 7(1): 42-53.

[9] Casadei D, Profumo F, Serra G, Tani A. (2002). FOC and DTC: Two viable schemes for induction motors torque control. IEEE Transactions on Power Electronics 5(17): 779-787. https://doi.org/10.1109/TPEL.2002.802183

[10] Brod MD, Novotny WD. (1985). Current control of VSI-PWM inverters. IEEE Transactions on Industry Applications IA-21(3): 562-570. https://doi.org/10.1109/tia.1985.349711

[11] Mendel JM. (1985). Uncertain rule-based fuzzy logic systems: Introduction and new directions. Prentice-Hall.

[12] Khouidmi H, Massoum A, Meroufel A. (2011). Dual star induction motor drive: Modeling, supplying and control. International Journal of Electrical and Power Engineering 5(1): 28-34. 

[13] Wu D, Tan WW. (2006). Genetic learning and performance evaluation of type-2 fuzzy logic controllers. Engineering Applications of Artificial Intelligence 19(8): 829-841. https://doi.org/10.1016/j.engappai.2005.12.011

[14] Hagras H. (2007). Type-2 FLCs: A new generation of fuzzy controllers. IEEE Compute Intelligence Magazine 2(1): 30-43. https://doi.org/10.1109/mci.2007.357192

[15] Wu D, Tan WW. (2006). A simplified type-2 fuzzy controller for real-time control. ISA Transactions 15(4): 503-516. https://doi.org/10.1016/S0019-0578(07)60228-6

[16] Zaimeddine R, Berkouk EM. (2007). A novel DTC scheme of double-star induction motors using three-level Voltage source inverter. Journal of Engineering and applied Sciences 2(1): 136-142.

[17] Belhamdi S, Goléa A. (2015). Direct torque control for induction motor with broken bars using fuzzy logic type-2. AMSE Journals, Series Advances C 70(1-2): 15-28.

[18] Castillo O, Melin P. (2008). A, type-2 fuzzy logic, theory and applications. Granular Computing 223. https://doi.org/10.1007/978-3-540-76284-3