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Optimization of Fuel Economy Using Optimal Controls on Regulatory and Real-World Driving Cycles

Journal Article
2020-01-1007
ISSN: 2641-9637, e-ISSN: 2641-9645
Published April 14, 2020 by SAE International in United States
Optimization of Fuel Economy Using Optimal Controls on Regulatory and Real-World Driving Cycles
Sector:
Citation: Lodaya, D., Zeman, J., Okarmus, M., Mohon, S. et al., "Optimization of Fuel Economy Using Optimal Controls on Regulatory and Real-World Driving Cycles," SAE Int. J. Adv. & Curr. Prac. in Mobility 2(3):1705-1716, 2020, https://doi.org/10.4271/2020-01-1007.
Language: English

References

  1. Austin, S.S. and Morrey, D. , “Automotive Test Drive Cycles for Emission Measurement and Real-World Emission Levels - A Review,” Proceedings of the Institution of Mechanical Engineers 216(7):555, 2002.
  2. Hu, X., Zou, Y., and Yang, Y. , “Greener Plug-In Hybrid Electric Vehicles Incorporating Renewable Energy and Rapid System Optimization,” Energy 111:971-980, 2016 https://doi.org/10.1016/j.energy.2016.06.037.
  3. Husted, H.L. , “A Comparative Study of the Production Applications of Hybrid Electric Powertrains,” SAE Technical Paper 2003-01-2307 , 2003, doi:https://doi.org/10.4271/2003-01-2307.
  4. Kapadia, J., Kok, D., Jennings, M., Kuang, M. et al. , “Powersplit or Parallel - Selecting the Right Hybrid Architecture,” SAE Int. J. Alt. Power. 6(1):68-76, 2017, doi:https://doi.org/10.4271/2017-01-1154.
  5. Onori, S. et al. , “Hybrid Electric Vehicles, Springer Briefs in Control,” Automation and Robotics, doi:10.1007/978-1-4471-6781-5_3.
  6. Tie, S.F. and Tan, C.W. , “A Review of Energy Sources and Energy Management System in Electric Vehicles,” Renewable and Sustainable Energy Reviews 20:82-102, 2013, doi:https://doi.org/10.1016/j.rser.2012.11.077.
  7. Serrao, L., Onori, S., and Rizzoni, G. , “ECMS as a Realization of Pontryagins Minimum Principle for HEV Control,” in 2009 American Control Conference, 2009, https://doi.org/10.1109/acc.2009.5160628.
  8. Gu, B. and Rizzoni, G. , “An Adaptive Algorithm for Hybrid Electric Vehicle Energy Management Based on Driving Pattern Recognition,” Dynamic Systems and Control, Parts A and B, 2006, https://doi.org/10.1115/imece2006-13951.
  9. Ahmadizadeh, P., Mashadi, B., and Lodaya, D. , “Energy Management of a Dual-Mode Power-Split Powertrain Based on the Pontryagins Minimum Principle,” IET Intelligent Transport Systems 11(9):561-571, 2017 https://doi.org/10.1049/iet-its.2016.0281.
  10. Kim, N., Cha, S., and Peng, H. , “Optimal Control of Hybrid Electric Vehicles Based on Pontryagins Minimum Principle,” IEEE Transactions on Control Systems Technology 19(5):1279-1287, 2011 https://doi.org/10.1109/tcst.2010.2061232.
  11. Bellman, R.E. , Dynamic Programming (Princeton, NJ: Princeton University Press, 2010).
  12. Plianos, A., Jokela, T., and Hancock, M. , “Predictive Energy Optimization for Connected and Automated HEVs,” SAE Technical Paper 2018-01-1179 , 2018, doi:https://doi.org/10.4271/2018-01-1179.
  13. Sundström, O., Ambühl, D., and Guzzella, L. , “On Implementation of Dynamic Programming for Optimal Control Problems with Final State Constraints,” 2009, http://doi.org/10.2516/ogst/2009020.65.
  14. Lee, H., Cha, S., Kim, H., and Kim, S. , “Energy Management Strategy of Hybrid Electric Vehicle Using Stochastic Dynamic Programming,” SAE Technical Paper 2015-01-0019 , 2015, doi:https://doi.org/10.4271/2015-01-0019.
  15. Åsbogård, M., Johannesson, L., Angervall, D., and Johansson, P. , “Improving System Design of a Hybrid Powertrain Using Stochastic Drive Cycles and Dynamic Programming,” SAE Technical Paper 2007-01-0304 , 2007, doi:https://doi.org/10.4271/2007-01-0304.
  16. Rama, N., Wang, H., Orlando, J., Robinette, D. et al. , “Route-Optimized Energy Management of Connected and Automated Multi-Mode Plug-In Hybrid Electric Vehicle Using Dynamic Programming,” SAE Technical Paper 2019-01-1209 , 2019, doi:https://doi.org/10.4271/2019-01-1209.
  17. Rios, J. and Pisu, P. , “A Comparative Analysis of Optimization Strategies for a Power-Split Powertrain Hybrid Electric Vehicle,” in Lecture Notes in Electrical Engineering Proceedings of the FISITA 2012 World Automotive Congress, July 2012, 541-550, https://doi.org/10.1007/978-3-642-33777-2_44.
  18. Sundstrom, O. and Guzzella, L. , “A Generic Dynamic Programming Matlab Function,” in 2009 IEEE International Conference on Control Applications, 2009, https://doi.org/10.1109/cca.2009.5281131.
  19. Ehsani, M., Gao, Y., Longo, S., and Ebrahimi, K. , Modern Electric, Hybrid Electric, and Fuel Cell Vehicles Fundamentals, Theory, and Design (Boca Raton: CRC Press, 2018).
  20. He, W., Nicholas, W., Chaochao, C., and Michael, P. , “State of Charge Estimation for Electric Vehicle Batteries Using Unscented Kalman Filtering,” J Microelectronics Reliability 53(6):840-847, 2012, doi:10.1016/j.microrel.2012.11.010.
  21. GT-SUITE User’s Manual.
  22. Shabana, A. , Computational Dynamics Third Edition (John Wiley & Sons, Ltd., 2010).
  23. Official Journal of the European Union, “Commission Regulation (EU) 2018/1832),” Nov. 2018, https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32018R1832&from=EN.
  24. Hochmann, G., Berger, A., and Mayrhofer, H. , “Achieving Compliance to RDE - How Does This Development Target Impact the Development Process, Testing Methodologies and Tools,” SAE Technical Paper 2019-26-0358 , 2019, doi:https://doi.org/10.4271/2019-26-0358.

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