Design and evaluation of a real-time fuel-optimal control system for series hybrid electric vehicles

International Journal of Electric and Hybrid Vehicles

Volumn 4, Issue 3, 2012, Pages 260-288

  Razavian, Reza Sharif ^a   Taghavipour, Amir ^a   Azad, Nasser L ^a   McPhee, John ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

High fidelity simulation; Low level controller; Model based control; Optimal control; Series hybrid electric vehicle

Indexed keywords

CONTROLLERS; DESIGN; FUEL ECONOMY; FUELS; LEVEL CONTROL; OPTIMAL CONTROL SYSTEMS;

HIGH-FIDELITY SIMULATIONS; LOW-LEVEL CONTROLLERS; MODEL BASED CONTROLS; OPTIMAL CONTROLS; SERIES HYBRID ELECTRIC VEHICLES;

HYBRID VEHICLES;

EID: 84870700147     PISSN: 17514088     EISSN: 17514096     Source Type: Journal    
DOI: 10.1504/IJEHV.2012.050501     Document Type: Article

References (36)

1. Ambuhl, D. and Guzzella, L. (2009) 'Predictive reference signal generator for hybrid electric vehicles', IEEE Transactions on Vehicular Technology, November, Vol. 58, No. 9, pp.4730-4740.
2. Barth, M., Scora, G. and Younglove, T. (2003) 'Intelligent off-board management of vehicle operating parameters', Proceedings of the 2003 IEEE Intelligent Transportation Systems, October, Vol. 1, pp.352-357.
3. Borhan, H., Zhang, C., Vahidi, A., Phillips, A., Kuang, M. and Di Cairano, S. (2010) 'Nonlinear model predictive control for power-split hybrid electric vehicles', 2010 49th IEEE Conference on Decision and Control (CDC), December, pp.4890-4895.
4. Boyali, A. and Guvenc, L. (2010) 'Real-time controller design for a parallel hybrid electric vehicle using neuro-dynamic programming method', 2010 IEEE International Conference on Systems Man and Cybernetics (SMC), October, pp.4318-4324.
5. Burke, A. (2007) 'Batteries and ultracapacitors for electric, hybrid, and fuel cell vehicles', Proceedings of the IEEE, April, Vol. 95, No. 4, pp.806-820.
6. Chin, H. and Jafari, A. (2010) 'Design of power controller for hybrid vehicle', 42nd Southeastern Symposium on System Theory (SSST), 2010, March, pp.165-170.
7. Cipollone, R. and Sciarretta, A. (2006) 'Analysis of the potential performance of a combined hybrid vehicle with optimal supervisory control', 2006 IEEE Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control, October, pp.2802-2807.
8. Dao, T-S. and McPhee, J. (2011) 'Dynamic modeling of electrochemical systems using linear graph theory', Journal of Power Sources, Vol. 196, No. 23, pp.10,442-10,454.
9. Dao, T-S., Seaman, A. and McPhee, J. (2010) 'Mathematics-based modeling of a series-hybrid electric vehicle', 5th Asian Conference on Multibody Dynamics, August.
10. Dao, T-S., Seaman, A., McPhee, J. and Shigematsu, K. (2011) 'Symbolic modeling of a series-hybrid electric vehicle for real-time simulations', JSAE Annual Congress, May.
11. Dextreit, C., Assadian, F., Kolmanovsky, I.V., Mahtani, J. and Burnham, K. (2008) 'Hybrid electric vehicle energy management using gametheory', SAE technical paper.
12. Geering, H.P. (2007) Optimal Control with Engineering Applications, Springer, Berlin Heidelberg, New York.
13. Gonder, J.D. (2008) 'Route-based control of hybrid electric vehicles', SAE 2008 World Congress.
14. Kim, N., Cha, S. and Peng, H. (2011a) 'Optimal control of hybrid electric vehicles based on Pontryagin's minimum principle', IEEE Transactions on Control Systems Technology, Vol. 19, No. 5, pp.1279-1278.
15. Kim, N., Cha, S.W. and Peng, H. (2011b) 'Optimal equivalent fuel consumption for hybrid electric vehicles', IEEE Transactions on Control Systems Technology, No. 99, pp.1-9.
16. Lamberson, D.M. (2003) 'Torque management of gasoline engines', Master's thesis, University of California at Berkeley.
17. Li, W., Xu, G., Tong, H. and Xu, Y. (2007) 'Design of optimal, robust energy management strategy for a parallel HEV', IEEE International Conference on Robotics and Biomimetics, 2007 (ROBIO 2007), December, pp.1894-1899.
18. Lin, C-C., Peng, H. and Grizzle, J. (2004) 'A stochastic control strategy for hybrid electric vehicles', Proceedings of the 2004 American Control Conference, 30 June to 2 July 2004, Vol. 5, pp.4710-4715.
19. Lin, C-C., Peng, H., Grizzle, J. and Kang, J-M. (2003) 'Power management strategy for a parallel hybrid electric truck', IEEE Transactions on Control Systems Technology, November, Vol. 11, No. 6, pp.839-849.
20. Lin, X., Banvait, H., Anwar, S. and Chen, Y. (2010) 'Optimal energy management for a plug-in hybrid electric vehicle: real-time controller', American Control Conference (ACC), 30 June to 2 July 2010, pp.5037-5042.
21. Musardo, C., Rizzoni, G. and Staccia, B. (2005) 'A-ECMS: an adaptive algorithm for hybrid electric vehicle energy management', 44th IEEE Conference on Decision and Control, 2005 and 2005 European Control Conference (CDC-ECC'05), December, pp.1816-1823.
22. Ngo, D.V., Hofman, T., Steinbuch, M. and Serrarens, A. (2010) 'An optimal control-based algorithm for hybrid electric vehicle using preview route information', American Control Conference (ACC), 30 June to 2 July 2010, pp.5818-5823.
23. Piccolo, A., Ippolito, L., zo Galdi, V. and Vaccaro, A. (2001) 'Optimisation of energy flow management in hybrid electric vehicles via genetic algorithms', Proceedings of the 2001 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Vol. 1, pp.434-439.
24. Razavian, R.S., Azad, N.L. and McPhee, J. (2012) 'On real-time optimal control of a series hybrid electric vehicle with an ultra-capacitors', American Control Conference (ACC).
25. Saeedi, M. (2010) 'A mean value internal combustion engine model in Maplesim', Master's thesis, Department of Mechanical and Mechatronics Engineering, University of Waterloo.
26. Sampathnarayanan, B., Serrao, L., Onori, S., Rizzoni, G. and Yurkovich, S. (2009) 'Model predictive control as an energy management strategy for hybrid electric vehicles', ASME Conference Proceedings, No. 48937, pp.249-256.
27. Sciarretta, A. and Guzzella, L. (2007) 'Control of hybrid electric vehicles', Control Systems, April, Vol. 27, No. 2, pp.60-70, IEEE.
28. Sciarretta, A., Back, M. and Guzzella, L. (2004) 'Optimal control of parallel hybrid electric vehicles', IEEE Transactions on Control Systems Technology, May, Vol. 12, No. 3, pp.352-363.
29. Serrao, L. and Rizzoni, G. (2008) 'Optimal control of power split for a hybrid electric refuse vehicle', American Control Conference, June, pp.4498-4503.
30. Serrao, L., Onori, S. and Rizzoni, G. (2009) 'ECMS as a realization of Pontryagin's minimum principle for HEV control', American Control Conference, 2009, ACC'09, June, pp.3964-3969.
31. Serrao, L., Onori, S. and Rizzoni, G. (2011) 'A comparative analysis of energy management strategies for hybrid electric vehicles', Journal of Dynamic Systems, Measurement, and Control, Vol. 133, No. 3, p.031012.
32. Shi, L. and Crow, M. (2008) 'Comparison of ultracapacitor electric circuit models', 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, July, pp.1-6.
33. Slotine, J. and Li, W. (1991) Applied Nonlinear Control, Prentice Hall, Englewood Cliffs, New Jersey.
34. Soltis, A. and Chen, X. (2003) 'A new control strategy for hybrid electric vehicles', Proceedings of the 2003 American Control Conference, Vol. 2, Nos. 4-6, pp.1398-1403.
35. Stockar, S., Marano, V., Rizzoni, G. and Guzzella, L. (2010) 'Optimal control for plug-in hybrid electric vehicle applications', American Control Conference (ACC), 30 June to 2 July 2010, pp.5024-5030.
36. Taghavipour, A., Azad, N.L. and McPhee, J. (in press) 'An optimal power management strategy for power split plug-in hybrid electric vehicles', International Journal of Vehicle Design.