Stochastic optimization of an energy management controller for hybrid electric vehicles

EVS 2010 - Sustainable Mobility Revolution: 25th World Battery, Hybrid and Fuel Cell Electric Vehicle Symposium and Exhibition

Volumn , Issue , 2010, Pages

  Schwarzer, Volker ^a   Ghorbani, Reza ^a  

^a University of Hawaii at Manoa   (United States)

Author keywords

Energy management; Hybrid electric vehicle; Neural networks; Stochastic optimization

Indexed keywords

ELECTRIC VEHICLES; ENERGY MANAGEMENT; HYBRID VEHICLES; NEURAL NETWORKS; OPTIMIZATION;

ENERGY MANAGEMENT STRATEGIES; FUEL EFFICIENCY; MANAGEMENT CONTROLLER; NEURAL NETWORK CONTROLLERS; OPTIMAL CONTROLLER; OPTIMAL ENERGY; STOCHASTIC OPTIMIZATIONS; TRAFFIC INFORMATION;

CONTROLLERS;

EID: 84907388438     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. F. R. Salmasi, Control Strategies for hybrid electric vehicles: Evolution, classification, comparison, and future trends, IEEE Transactions on Vehicular Technology, Vol. 56, issue 5, part 1, 2007, pp: 2393-2404.
2. H. D. Won and R. Langari, Fuzzy torque distribution control for a parallel hybrid vehicle, Int. J. Knowl. Eng. Neural Netw., Vol. 19, 2002, pp: 4-10.
3. L. Johannesson and B. Egardt, Approximate dynamic programming applied to parallel hybrid powertrain, Proceedings of the 17th World Congress IFAC, 2008, pp: 3373-3379.
4. A. Sciarretta and L. Guzzella, Control of hybrid electric vehicles, IEEE Control Systems Magazine, Vol. 27(2), 2007, pp: 60-70.
5. S. Yerramalla, A. Davari, A. Feliachi and T. Biswas, Modeling and simulation of the dynamic behavior of a polymer electrolyte membrane fuel cell, Journal of Power Sources, Vol. 124, 2003, pp: 104-113.
6. J. C. Amphlett, R. M. Baumert, R. F. Mann, B. A. Peppley, and P. R. Roberge, Performance modeling of the ballard mark iv solid polymer electrolyte fuel cell, Journal of the Electrochemical Society, Vol. 142, 1995, pp: 1-8.
7. T. E. Springer, T. A. Zawodzinski, and S. Gottesfeld, Polymer electrolyte fuel cell model, Journal of the Electrochemical Society, Vol. 138(8), 1991, pp: 2334-2342.
8. T. V. Nguyen and R. E. White, A water and heat management model for proton-exchange membrane fuel cells, Journal of the Electrochemical Society, Vol. 140(8), 1993, pp: 2178-2186.
9. J. T. Pukrushpan, H. Peng, and A. G. Stefanopoulou, Controloriented modeling and analysis for automotive fuel cell systems, Journal of Dynamic Systems, Measurement and Control, Vol. 126, 2004, pp: 14-25.
10. O. Tremblay, L. A. Dessaint and A. I. Dekkiche, A generic battery model for the dynamic simulation of hybrid electric vehicles, Vehicle Power and Propulsion Conference, 2007, pp: 284-289.
11. V. Schwarzer and R. Ghorbani, Drive cycle generation for stochastic optimization of energy management controller for hybrid vehicles, IEEE Multi-Conference on Systems and Control (MSC 2010), Sept. 2010.