Fuzzy Control Based Study on Energy Management System of Electric Vehicle with Dual-Energy Storage System

Abstract:

Regarding to the electric vehicle (EV) with dual-energy storage system (DESS) composed of batteries and ultra-capacitors, study on the structure and drive modes of DESS, after a detailed analysis of energy storage system based on power, resistance and constraints in driving, establish a mathematical model of energy management system of EV with DESS, and an energy management based on the fuzzy control strategy is designed. Finally, a simulation of EV with DESS by using ADVISOR simulation platform is studied, whose results show that the EV with DESS based on fuzzy control strategy can be more effective in distributing power between energy storage systems, and the dynamic performance as well as economic efficiency are also improved

• Periodical: Advanced Materials Research (Volume 898)
• Pages: 896-899
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.898.896
• Online since: February 2014
• Authors: Zhi Yu Huang*, Xiao Hua Pu
• Keywords: Dual-Energy Storage System, Electric Vehicle (EV), Fuzzy Control

References

[1] Z. F. Wang, W. Chen: Performance Analysis of Pure Electric Vehicle with Ultra-capacitors, Chinese Journal of Mechanical Engineering, Vol. 41(2005) No. 12, p.82.

DOI: 10.3901/jme.2005.12.082

[2] W Einstock: Recent advances in the US department of energy storage technology research and development programs for hybrid electric and electric vehicles, Journal of Power Sources, Vol. 110 (2002) No. 2, p.471.

DOI: 10.1016/s0378-7753(02)00211-2

[3] J. Chun, J. Chen and Z. X. Li: Experimental research on carbon based super capacitors' character of great current charge and discharge, Vol. 31(2004) No. 3, p.20.

[4] Z. P. Wang, L. M. Yao and F. C. Sun: Transactions of Beijing Institute of Technology, Vol. 25(2005) No. 6, p.479.

[5] Pacejka, Bakker and Nyborg. L: Tyre modelling for use in vehicle dynamics studies. Vol. 84 (1987) No. 21, pp.4-21.

DOI: 10.4271/870421