Switched reluctance motor design using neural-network method with static finite-element simulation

IEEE Transactions on Magnetics

Volumn 43, Issue 12, 2007, Pages 4089-4095

  Sahraoui, H ^a   Zeroug, H ^b   Toliyat, H A ^c  

^a ECOLE NATIONALE POLYTECHNIQUE   (Algeria)

^b UNIVERSITY OF SCIENCES AND TECHNOLOGY HOUARI BOUMEDIENE   (Algeria)

^c TEXAS A AND M UNIVERSITY   (United States)

Author keywords

Design; Finite element method; Modeling; Neural network modeling; Optimization; Simulation; SRM drives

Indexed keywords

COMPUTER SIMULATION; FINITE ELEMENT METHOD; MACHINE DESIGN; OPTIMIZATION;

NEURAL NETWORK MODELING; SRM DRIVES;

RELUCTANCE MOTORS;

EID: 36349005966     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMAG.2007.907990     Document Type: Article

References (20)

1. T.J. E. Miller, Switched Reluctance Motors and Their Control. New York: Oxford Univ. Press, 1993.
2. K. Russa, I. Husain, and M. Elbuluk, "Torque ripple minimization in switched reluctance machines over a wide speed range," in IEEE Ind. Applicat. Soc. Annu. Meeting, New Orleans, LA, Oct. 5-9, 1997.
3. K. M. Rahman and S. E. Schulz, "Design of high-efficiency and high-density switched reluctance motor for vehicle propulsion," IEEE Trans. Ind Applicat., vol. 38, no. 6, pp. 2104-2110, Nov.-Dec. 2002.
4. H. Sahraoui and H. Zeroug, "Torque analysis in a switched reluctance motor drive," in Rec. 2001 13th Compumag Conf. Computation of Electromagnetic Fields, Evian, vol. 2, pp. 172-173.
5. P. J. Lawrenson, J. M. Stephenson, P. T. Blenkinsop, J. Corda, and N. N. Fulton, "Variable-speed switched reluctance motors," Proc. Inst. Elec. Eng., vol. 127, no. 4, pt. B, pp. 253-265, Jul. 1980.
6. K. Koibucuchi, T. Tohno, and K. Sawa, "A basic study for optimal design of switched motor by finite element method," IEEE Trans. Magn., vol. 33, no. 2, pp. 2077-2080, Mar. 1997.
7. M. E. Zaim, K. Dakhouche, and M. Bouneckhla, "Design for torque ripple reduction of a three phase SRM," IEEE Trans. Magn., vol. 38, no. 2, pp. 1189-1192, Mar. 2002.
8. L. Li, Q. Yu, and Y. Yang, "Simulation study of SRM stator pole structure with FEM," in Proc. 5th World Congr: Intelligent Control Automation, Hangzhou, China, Jun. 15-19, 2004, pp. 4450-4453.
9. A. V. Radan, "Design considerations for the switched reluctance motor," IEEE Trans. Ind. Appl., vol. 31, no. 5, pp. 1079-1087, Sep. 1995.
10. J. Faiz and J. W. finch, "Aspects of design optimisation for switched reluctance motors," IEEE Trans. Energy Convers., vol. 8, no. 4, pp. 704-713, Dec. 1993.
11. J. H. Leong, "Design considerations and implementation of switched reluctance motor drive," in 2002 Student Conf. Research and Development Proc., Shah Alam, Malaysia, pp. 196-199.
12. F. Sahin, H. B. Ertan, and K. Leblebicioglu, "Optimum, geometry for torque ripple minimization of switched reluctance motors," IEEE Trans. Energy Convers., vol. 15, no. 1, pp. 30-39, Mar. 2000.
13. S. Brisset and P. Brochet, "Optimization of switched reluctance motors using deterministic methods with static and dynamic finite element simulations," IEEE Trans. Magn., vol. 34, no. 5, pp. 2853-2856, Sep. 1998.
14. D. Miljavec and B. Benedicic, "Non linear model of synchronous reluctance motor with, neural networks," COMPEL, vol. 19, no. 2, pp. 502-509, 2000.
15. B. Hyun and K. Nam, "Faults diagnoses of rotating machines by using neural nets: GRNN and BPN," in Proc. IEEE 21st Int. Conf. Industrial Electronics, Control, and Instrumentations, Orlando, FL, Nov. 1995, pp. 1456-1461.
16. S. Haykin, Neural Networks: A Comprehensive Foundation. Englewood Cliffs, NJ: Prentice-Hall, 1999.
17. H. Demuth and M. Beale, Matlab-User's Manual, Neural Network Toolbox User's Guide. Natick, MA: MathWorks, 1997.
18. P. C. Kjaer, C. Cossar, and T. J. E. Miller, "Very high bandwidth digital current controller for high-performance motor drives," in Proc. 6th Int. Conf. Power Electron. Variable Speed Drives, Nottingham, U.K., 1996, pp. 185-190.
19. M. Bazan, M. Aleksa, and S. Russenschuck, "An improved method using RBF neural network to speed up optimization algorithms," in Rec. 13th Compumag Conf. Computation of Electromagnetic Fields, Evian, vol. 4, pp. 150-151.
20. M. Bazan and M. S. Russenschuck, "Using neural network to speed up optimization algorithms," Eur: Phys. J., vol. 12, no. 2, pp. 109-115, 2000.