Analysis, modeling and neural network traction control of an electric vehicle without differential gears

Proceedings of IEEE International Electric Machines and Drives Conference, IEMDC 2007

Volumn 1, Issue , 2007, Pages 854-859

  Haddoun, A ^b,c   Benbouzid, M E H ^a,b   Diallo, D ^a,d   Abdessemed, R ^e   Ghouili, J ^f   Srairi, K ^g  

^a IEEE

^b UNIVERSITÉ DE BRETAGNE OCCIDENTALE   (France)

^c UNIVERSITY OF OUM EL BOUAGHI   (Algeria)

^d UNIV PARIS SUD   (France)

^e UNIVERSITY OF BATNA   (Algeria)

^f UNIVERSITÉ DE MONCTON   (Canada)

^g UNIVERSITY OF BISKRA   (Algeria)

Author keywords

Electric motor; Electric vehicle; Neural networks; Speed estimation; Traction control

Indexed keywords

COMPUTER SIMULATION; ELECTRIC TRACTION; INDUCTION MOTORS; NEURAL NETWORKS; SPEED CONTROL; TORQUE CONTROL;

SPEED ESTIMATION; TRACTION CONTROL; TRACTION CONTROL SYSTEMS;

ELECTRIC VEHICLES;

EID: 35048813977     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMDC.2007.382780     Document Type: Conference Paper

References (15)

1. S. Sakai et al, "Motion control in an electric vehicle with four independently driven in-wheel motors," IEEE/ASME Trans. Mechatronics, vol. 4, no1, pp. 9-16, March 1996.
2. G. Tao et al., "A novel driving and control system for direct-wheel-driven electric vehicle," IEEE Trans. Magnetics, vol. 41, no1, pp. 497-500, January 2005.
3. L. Ju-Sang et al, "A neural network model of electric differential system for electric vehicle," in Proceedings of IEEE IECON'00, vol. 1, pp. 83-88, October 2000.
4. T.J. Ren et al., "Robust speed-controlled induction motor drive based on recurrent neural network," Electric Power Systems Research, vol. 76, pp. 1064-1074, 2006.
5. R.S. Toqeer et al, "Speed estimation of an induction motor using Elman neural network," Electric Power Systems Research, vol. 55, pp. 727 -730, 2003.
6. X.Z. Gao et al, "A modified Elman neural network model with application to dynamical system identification," in Proceedings of IEEE ICSMC'96, vol. 2, pp. 1376-1381, Beijing (China), 1996.
7. M.E.H. Benbouzid et al, "Electric motor drive selection issues for HEV propulsion systems: A comparative study," IEEE Trans. Vehicular Technology, vol. 55, no6, pp. 1756-1764, November 2006.
8. A. Haddoun, M.E.H. Benbouzid and D. Diallo, "A loss-minimization DTC scheme for EV induction motors," IEEE Trans. Vehicular Technology, vol. 56, no1, pp. 81-88, January 2007.
9. A. Benchaïb et al, "Real-time sliding mode observer and control of induction motor," IEEE Trans. Industrial Electronics, vol. 46, no1, pp. 128-138, February 1999.
10. B. Asaii et al., "Neural network applications in control of electric vehicle induction machine drives," in Proceedings of IEE PEVSD'96, pp. 273-278, September 1996.
11. B.K. Bose, Modern Power Electronics. Prentice Hall, New York 2002.
12. S. Gair and al., "Electronic differential with sliding mode controller for a direct wheel drive electric vehicle," in Proceedings of IEEE ICM'04, pp. 98-103, June 2004.
13. A. Haddoun, M.E.H. Benbouzid and D. Diallo, "Sliding mode control of EV electric differential system," in Proceedings of ICEM'06, Chania, Crete Island, Greece, September 2006.
14. R.E. Colyer et al., "Comparison of steering geometries for multi-wheeled vehicles by modelling and simulation," in Proceedings of IEEE CDC'98, vol. 3, pp. 3131-3133, December 1998.
15. M. André et al, "Driving cycles for emissions measurements under European Conditions," SAE Paper, # 950926, In Global Emission Experiences: Processes, Measurements, and Substrates (SP-1094), Warrendale (USA), pp. 193-205, 1995.