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     Research Journal of Applied Sciences, Engineering and Technology


Fuzzy Control Strategy of Battery Management for PHEV during Regenerative Braking

1, 2Zhumu Fu, 1Bin Wang, 3Aiyun Gao and 1Pengge Zhou
1Electronic and Information Engineering College, Henan University of Science and Technology, Luoyang 471023, P.R. China
2School of Control Science and Engineering, Shandong University, Jinan 250061, P.R. China
3Vehicle and Motive Power Engineering College, Henan University of Science and Technology, Luoyang 471023, P.R. China
Research Journal of Applied Sciences, Engineering and Technology  2014  1:30-36
http://dx.doi.org/10.19026/rjaset.7.216  |  © The Author(s) 2014
Received: January 25, 2013  |  Accepted: March 02, 2013  |  Published: January 01, 2014

Abstract

Based on analyzing the structure of Parallel Hybrid Electric Vehicle (PHEV) and its operation during regenerative braking, a fuzzy control strategy of battery management is proposed. Firstly, the state of charging is estimated by establishing the mathematical relationship between open circuit voltage and the internal resistance model. Secondly, the fuzzy logic controller is designed in regenerative braking system. Finally, by modeling and simulation in ADVISOR, it is shown that the rate of energy recovery with the fuzzy control strategy is increased by 12.3, 18.3 and 7.6%, respectively in three different driving cycles, compared with the benchmark control strategy in the same driving cycles.

Keywords:

Battery management, fuzzy control strategy, PHEV, regenerative braking,


References

  1. Abdelsalam, A.A. and S.M. Cui, 2012. A fuzzy logic global power management strategy for hybrid electric vehicles based on a permanent magnet electric variable transmission. Energies, 5(4): 1175-1198.
    CrossRef    
  2. Adhikari, S., S.K. Halgamuge and H. Watson, 2010. An online power-balancing strategy for a parallel hybrid electric vehicle assisted by an integrated starter generator. IEEE Trans. Vehicul. Technol., 59(6): 2689-2699.
    CrossRef    
  3. Ahmed, A. and S. Cui, 2012. Different architectures and modes of operation of HEV based on permanent magnet-electric variable transmission with rule-based and fuzzy logic global control strategy. Int. J. Elec. Hybrid Vehicl., 4(1): 69-92.
    CrossRef    
  4. Diaz, J., J.A. Martin-Ramos, A.M. Pernia, F. Nuno and F.F. Linera, 2004. Intelligent and universal fast charger for Ni-Cd and Ni-MH batteries in portable applications. IEEE Trans. Ind. Elec., 51(4): 857-863.
    CrossRef    
  5. Li, S.G., S.M. Sharkh, F.C. Walsh and C.N Zhang, 2011. Energy and battery management of a plug-in series hybrid electric vehicle using fuzzy logic. IEEE Trans. Vehicul. Technol., 60(8): 3571-3585.
    CrossRef    
  6. Marc, D.D., K. Thomas, A. Vincent and F. Michael, 2011. Impacts of an electric powertrain on the breaking sysytem. Auto Technol., 11(4): 28-33.
  7. Montazeri-Gh, M. and M. Asadi, 2011. Intelligent approach for parallel HEV control strategy based on driving cycles. Int. J. Syst. Sci., 42(2): 287-302.
    CrossRef    
  8. Perez, L.V., G.R. Bossio, D. Moitre and G.O. García, 2006. Optimization of power management in a hybrid electric vehicle using dynamic programming. Math. Comp. Simul., 73(4): 244-254.
    CrossRef    
  9. Sortomme, E., M.M. Hindi, S.D.J. MacPherson and S.S. Venkata, 2011. Coordinated charging of plug-in hybrid electric vehicles to minimize distribution system losses. IEEE Trans. Smart Grid, 2(1): 186-193.
    CrossRef    
  10. Syed, F.U., M.L. Kuang, M. Smith, S. Okubo and H. Ying, 2009. Fuzzy gain-scheduling proportional-integral control for improving engine power and speed behavior in a hybrid electric vehicle. IEEE Trans. Vehicul. Technol., 58(1): 69-84.
    CrossRef    
  11. Wirasingha, S.G. and A. Emadi, 2011. Classification and review of control strategies for plug-in hybrid electric vehicles. IEEE Trans. Vehicul. Technol., 60(1): 111-122.
    CrossRef    
  12. Yan, J.Y., G.Q. Xu, H.H. Qian, Y.S. Xu and Z.B. Song, 2011. Model predictive control-based fast charging for vehicular batteries. Energies, 4(8): 1178-1196.
    CrossRef    
  13. Yang, M.J., H.L. Jhou, B.Y. Ma and K.K. Shyu, 2009. A cost-effective method of electric brake with energy regeneration for electric vehicles. IEEE Trans. Ind. Elec., 56(6): 2203-2212.
    CrossRef    

Competing interests

The authors have no competing interests.

Open Access Policy

This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Copyright

The authors have no competing interests.

ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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