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Mathematical Problems in Engineering
Volume 2015, Article ID 368769, 11 pages
http://dx.doi.org/10.1155/2015/368769
Research Article

Online Energy Management of Plug-In Hybrid Electric Vehicles for Prolongation of All-Electric Range Based on Dynamic Programming

1School of Mechanical Engineering and Automation, Northeastern University, Shenyang 110819, China
2Zhejiang Key Laboratory of Automobile Safety Technology, Hangzhou 310000, China
3BYD Auto Industry Co., Ltd., Shenzhen 518000, China

Received 4 September 2015; Revised 21 November 2015; Accepted 29 November 2015

Academic Editor: Xiaosong Hu

Copyright © 2015 Zeyu Chen et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. B. M. Al-Alawi and T. H. Bradley, “Review of hybrid, plug-in hybrid, and electric vehicle market modeling studies,” Renewable and Sustainable Energy Reviews, vol. 21, pp. 190–203, 2013. View at Publisher · View at Google Scholar · View at Scopus
  2. N. Rotering and M. Ilic, “Optimal charge control of plug-in hybrid electric vehicles in deregulated electricity markets,” IEEE Transactions on Power Systems, vol. 26, no. 3, pp. 1021–1029, 2011. View at Publisher · View at Google Scholar · View at Scopus
  3. A. A. Malikopoulos, “Supervisory power management control algorithms for hybrid electric vehicles: a survey,” IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 5, pp. 1869–1885, 2014. View at Publisher · View at Google Scholar · View at Scopus
  4. S. G. Wirasingha and A. Emadi, “Classification and review of control strategies for plug-in hybrid electric vehicles,” IEEE Transactions on Vehicular Technology, vol. 60, no. 1, pp. 111–122, 2011. View at Publisher · View at Google Scholar · View at Scopus
  5. H. W. He, R. Xiong, K. Zhao, and Z. Liu, “Energy management strategy research on a hybrid power system by hardware-in-loop experiments,” Applied Energy, vol. 112, pp. 1311–1317, 2013. View at Publisher · View at Google Scholar · View at Scopus
  6. Y.-H. Hung and C.-H. Wu, “An integrated optimization approach for a hybrid energy system in electric vehicles,” Applied Energy, vol. 98, pp. 479–490, 2012. View at Publisher · View at Google Scholar · View at Scopus
  7. X. Hu, L. Johannesson, N. Murgovski, and B. Egardt, “Longevity-conscious dimensioning and power management of the hybrid energy storage system in a fuel cell hybrid electric bus,” Applied Energy, vol. 137, pp. 913–924, 2015. View at Publisher · View at Google Scholar · View at Scopus
  8. Z. Chen, R. Xiong, K. Wang, and B. Jiao, “Optimal energy management strategy of a plug-in hybrid electric vehicle based on a particle swarm optimization algorithm,” Energies, vol. 8, no. 5, pp. 3661–3678, 2015. View at Publisher · View at Google Scholar
  9. X. Hu, N. Murgovski, L. M. Johannesson, and B. Egardt, “Optimal dimensioning and power management of a fuel cell/battery hybrid bus via convex programming,” IEEE/ASME Transactions on Mechatronics, vol. 20, no. 1, pp. 457–468, 2014. View at Publisher · View at Google Scholar · View at Scopus
  10. D. F. Opila, X. Wang, R. McGee, R. B. Gillespie, J. A. Cook, and J. W. Grizzle, “An energy management controller to optimally trade off fuel economy and drivability for hybrid vehicles,” IEEE Transactions on Control Systems Technology, vol. 20, no. 6, pp. 1490–1505, 2012. View at Publisher · View at Google Scholar · View at Scopus
  11. Y. del Valle, G. K. Venayagamoorthy, S. Mohagheghi, J.-C. Hernandez, and R. G. Harley, “Particle swarm optimization: basic concepts, variants and applications in power systems,” IEEE Transactions on Evolutionary Computation, vol. 12, no. 2, pp. 171–195, 2008. View at Publisher · View at Google Scholar · View at Scopus
  12. S. Zhang and R. Xiong, “Adaptive energy management of a plug-in hybrid electric vehicle based on driving pattern recognition and dynamic programming,” Applied Energy, vol. 155, pp. 68–78, 2015. View at Publisher · View at Google Scholar
  13. L. V. Pérez and E. A. Pilotta, “Optimal power split in a hybrid electric vehicle using direct transcription of an optimal control problem,” Mathematics and Computers in Simulation, vol. 79, no. 6, pp. 1959–1970, 2009. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  14. D. Kum, H. Peng, and N. K. Bucknor, “Supervisory control of parallel hybrid electric vehicles for fuel and emission reduction,” Journal of Dynamic Systems, Measurement and Control, vol. 133, no. 6, Article ID 061010, 10 pages, 2011. View at Publisher · View at Google Scholar · View at Scopus
  15. L. Wang, Y. Zhang, C. Yin, H. Zhang, and C. Wang, “Hardware-in-the-loop simulation for the design and verification of the control system of a series-parallel hybrid electric city-bus,” Simulation Modelling Practice and Theory, vol. 25, pp. 148–162, 2012. View at Publisher · View at Google Scholar · View at Scopus
  16. S. J. Moura, H. K. Fathy, D. S. Callaway, and J. L. Stein, “A stochastic optimal control approach for power management in plug-in hybrid electric vehicles,” IEEE Transactions on Control Systems Technology, vol. 19, no. 3, pp. 545–555, 2011. View at Publisher · View at Google Scholar · View at Scopus
  17. E. D. Tate, J. W. Grizzle, and H. Peng, “SP-SDP for fuel consumption and tailpipe emissions minimization in an EVT hybrid,” IEEE Transactions on Control Systems Technology, vol. 18, no. 3, pp. 673–687, 2010. View at Publisher · View at Google Scholar · View at Scopus
  18. L. Johannesson, M. Åsbogård, and B. Egardt, “Assessing the potential of predictive control for hybrid vehicle powertrains using stochastic dynamic programming,” IEEE Transactions on Intelligent Transportation Systems, vol. 8, no. 1, pp. 71–83, 2007. View at Publisher · View at Google Scholar · View at Scopus
  19. W. Li, T.-K. Lee, Z. S. Filipi, X. Meng, and C.-N. Zhang, “Development of electric machine duty cycles for parallel hybrid electric Beijing city bus based on Markov chain,” International Journal of Vehicle Design, vol. 58, no. 2–4, pp. 348–366, 2012. View at Publisher · View at Google Scholar · View at Scopus
  20. L. Serrao, S. Onori, and G. Rizzoni, “A comparative analysis of energy management strategies for hybrid electric vehicles,” Journal of Dynamic Systems, Measurement and Control, vol. 133, no. 3, Article ID 031012, 9 pages, 2011. View at Publisher · View at Google Scholar · View at Scopus
  21. X. Hu, N. Murgovski, L. Johannesson, and B. Egardt, “Energy efficiency analysis of a series plug-in hybrid electric bus with different energy management strategies and battery sizes,” Applied Energy, vol. 111, pp. 1001–1009, 2013. View at Publisher · View at Google Scholar · View at Scopus