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Energy Management Strategy for Dual-Motor Two-Speed Transmission Electric Vehicles Based on Dynamic Programming Algorithm Optimization

Journal Article
14-10-01-0002
ISSN: 2691-3747, e-ISSN: 2691-3755
DOI: https://doi.org/10.4271/14-10-01-0002
Published November 12, 2020 by SAE International in United States
Energy Management Strategy for Dual-Motor Two-Speed Transmission Electric Vehicles Based on Dynamic Programming Algorithm Optimization
Sector:
Citation: Wu, B. and Zhang, S., "Energy Management Strategy for Dual-Motor Two-Speed Transmission Electric Vehicles Based on Dynamic Programming Algorithm Optimization," SAE Int. J. Elec. Veh. 10(1):19-31, 2021, https://doi.org/10.4271/14-10-01-0002.
Language: English

References

  1. Smith , W.J. Can EV (Electric Vehicles) Address Ireland’s CO2 Emissions from Transport? Energy 35 12 4514 4521 2010 https://doi.org/10.1016/j.energy.2010.07.029
  2. Walker , P.D. , Abdul Rahman , S. , Zhu , B. , and Zhang , N. Modelling, Simulations, and Optimization of Electric Vehicles for Analysis of Transmission Ratio Selection Advances in Mechanical Engineering 2013 5 1 13 2015 https://doi.org/10.1155/2013/340435
  3. Yang , F. , Du , L. , Yao , C. , Du , J. et al. The Study of Operating Efficiency Enhancement of Traction Motor with the Application of a Two-Speed Transmission in an Electric Bus SAE Technical Paper 2014-01-2891 2014 https://doi.org/10.4271/2014-01-2891
  4. Gao , B. , Liang , Q. , Xiang , Y. , Guo , L. et al. Gear Ratio Optimization and Shift Control of 2-Speed I-AMT in Electric Vehicle Mechanical System and Signal Processing 50-51 615 631 2015 https://doi.org/10.1016/j.ymssp.2014.05.045
  5. Zhao , K. , Liu , Y. , Huang , X. et al. Uninterrupted Shift Transmission and Its Shift Characteristics IEEE/ASME Transactions on Mechatronics 19 1 374 383 2014 https://doi.org/10.1109/TMECH.2012.2235183
  6. Wang , W. , Zhang , Z. , Shi , J. et al. Optimization of a Dual-Motor Coupled Powertrain Energy Management Strategy for a Battery ELECTRIC Bus Based on Dynamic Programming Method IEEE Access 6 32899 32909 2018 https://doi.org/10.1109/ACCESS.2018.2847323
  7. Hu , M. , Zeng , J. , Xu , S. et al. Efficiency Study of a Dual-Motor Coupling EV Powertrain IEEE Transactions on Vehicular Technology 64 6 2252 2260 2015 https://doi.org/10.1109/TVT.2014.2347349
  8. Wang , J. , Liu , D. , Zhang , Y. et al. Analysis of Energy Conversation Potential of a Novel Pure Electric Vehicle with Dual Motors Configuration Journal of Jilin University (Engineering and Technology Edition) 46 1 28 34 2016 https://doi.org/10.13229/j.cnki.jdxbgxb201601005
  9. Pinto , S.D. , Camocardi , P. , Sorniotti , A. , Gruber , P. et al. Torque-Fill Control and Energy Management for a Four-Wheel-Drive Electric Vehicle Layout with Two-Speed Transmissions IEEE Transactions on Industry Applications 53 1 447 458 2017 https://doi.org/10.1109/TIA.2016.2616322
  10. Trovao , J. , Pereirinha , P. , Jorge , H. et al. A Multi-Level Energy Management System for Multi-Source Electric Vehicles—An Integrated Rule-Based Meta-Heuristic Approach Applied Energy 105 304 318 2013 https://doi.org/10.1016/j.apenergy.2012.12.081
  11. Peng , J. , He , H. , and Xiong , R. Rule Based Energy Management Strategy for a Series-Parallel Plug-In Hybrid Electric Bus Optimized by Dynamic Programming Applied Energy 185 1633 1643 2017 https://doi.org/10.1016/j.apenergy.2015.12.031
  12. Zhang , S. , Xiong , R. , and Zhang , C. Pontryagin’s Minimum Principle-Based Power Management of a Dual-Motor-Driven Electric Bus Applied Energy 159 370 380 2015 https://doi.org/10.1016/j.apenergy.2015.08.129
  13. Nandi , A. , Chakraborty , D. , and Vaz , W. Design of a Comfortable Optimal Driving Strategy for Electric Vehicles Using Multi-Objective Optimization Journal of Power Sources 283 1 18 2015 https://doi.org/10.1016/j.jpowsour.2015.02.109
  14. Khoobi Arani , S. , Halvaei Niasar , A. , and Haji Zadeh , A. Energy Management of Dual-Source Propelled Electric Vehicle Using Fuzzy Controller Optimized via Genetic Algorithm 2016, 7th Power Electronics and Drive Systems Technologies Conference (PEDSTC) Iran Feb. 2016 338 343
  15. Zou , Y. , Liu , T. , Sun , F. , and Peng , H. Comparative Study of Dynamic Programming and Pontryagin’s Minimum Principle on Energy Management for a Parallel Hybrid Electric Vehicle Energies 6 4 2305 2318 2013 info:doi/10.3390/en6042305
  16. Zhao , M. , Shi , J. , and Lin , C. Energy Management Strategy Design For Dual-Motor Coaxial Coupling Propulsion Electric City-Buses Energy Procedia 152 568 573 2018 https://doi.org/10.1016/j.egypro.2018.09.212
  17. Peng , J. , He , H. , and Xiong , R. Study on Energy Management Strategies for Series-Parallel Plug-In Hybrid Electric Buses Energy Procedia 75 1926 1931 2015 https://doi.org/10.1016/j.egypro.2015.07.200
  18. Chen , B. , Wu , Y. , and Tsai , H. Design and Analysis of Power Management Strategy for Range Extended Electric Vehicles Using Dynamic Programming Applied Energy 113 1764 1774 2014 https://doi.org/10.1016/j.apenergy.2013.08.018
  19. Chen , Z. , Mi , C.C. , Xu , J. , Gong , X. et al. Energy Management for a Power-Split Plug-In Hybrid Electric Vehicle Based on Dynamic Programming and Neural Networks IEEE Transactions on Vehicular Technology 63 4 1567 1580 2014 https://doi.org/10.1109/TVT.2013.2287102
  20. Xiong , R. , Zhang , Y. , Wang , J. , He , H. et al. Lithium-Ion Battery Health Prognosis Based on a Real Battery Management System Used in Electric Vehicle IEEE Transactions on Vehicular Technology 68 4110 4121 2019 https://doi.org/10.1109/TVT.2018.2864688
  21. Sun , F. and Xiong , R. A Novel Dual-Scale Cell State-of-Charge Estimation Approach for Series-Connected Battery Pack Used in Electric Vehicles Power Sources 274 582 594 2015 https://doi.org/10.1016/j.jpowsour.2014.10.119
  22. Zhao , M. , Shi , J. , and Lin , C. Optimization of Integrated Energy Management for a Dual-Motor Coaxial Coupling Propulsion Electric City Bus Applied Energy 243 21 34 2019 https://doi.org/10.1016/j.apenergy.2019.03.195
  23. Ruan , J. , Walker , P. , and Zhang , N. A Comparative Study Energy Consumption and Costs of Battery Electric Vehicle Transmissions Applied Energy 165 119 134 2016 https://doi.org/10.1016/j.apenergy.2015.12.081
  24. Chen , B. , Wu , Y. , and Tsai , H. Design and Analysis of Power Management Strategy for Range Extended Electric Vehicle Using Dynamic Programming Applied Energy 113 1764 1774 2014 https://doi.org/10.1016/j.apenergy.2013.08.018

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