Vehicles and Transportation

  1. Y. Zhang, Z, Chen, G. Li, Y. Liu, Y. Huang G. Cunningham and J. Early. Integrated Velocity Prediction Method and Application in Vehicle-Environment Cooperative Control Based on Internet of Vehicles, published online, IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2021.3139367. 
  2. Y. Zhang, Y. Huang, Z. Chen, G. Li and Y. Liu, An Optimal Control Strategy for Plug-in Hybrid Electric Vehicles Based on Enhanced Model Predictive Control with Efficient Numerical Method, IEEE Transactions on Transportation Electrification, published online, doi: 10.1109/TTE.2022.3141191.
  3. Y. Zhang, Z. Chen, G. Li, Y. Liu H. Chen, G. Cunningham and J. Eearly, Machine Leaning Based Vehicle Model Construction and Validation -Towards Optimal Control Strategy Development for Plug-in Hybrid Electric Vehicles, IEEE Transactions on Transportation Electrification, doi: 10.1109/TTE.2021.3111966.
  4. Z. Chen, Y. Liu , M. Ye, Y. Zhang and G. Li, A survey on key techniques and development perspectives of equivalent consumption minimisation strategy for hybrid electric vehicles, Renewable and Sustainable Energy Reviews, 151 01 Nov 2021.
  5. Z. Chen, Y. Liu, Y. Zhang, Z. Lei, Z. Chen, G. Li, A neural network-based ECMS for optimized energy management of plug-in hybrid electric vehicles, Energy, 2021, 122727.
  6. X. Shu, J. Shen, G. Li, Y. Zhang, Z. Chen and Y. Liu, A Flexible State-of-Health Prediction Scheme for Lithium-Ion Battery Packs With Long Short-Term Memory Network and Transfer Learning, IEEE Transactions on Transportation Electrification, vol. 7, no. 4, pp. 2238-2248, Dec. 2021, doi: 10.1109/TTE.2021.3074638.
  7. Y. Liu, J. Xie, D. Qin, Y. Zhang, Z. Chen, G. Li and Y. Zhang, Design, Control and Validation of Two-Speed Clutch-less Automatic Transmission for Electric Vehicle,  IEEE/ASME Transactions on Mechatronics, 10.1109/TMECH.2021.3086678.
  8. Y. Liu, B. Zhou, X. Wang, L. Li C. Shuo, Z. Chen, G. Li and L. Zhang, Dynamic Lane-Changing Trajectory Planning for Autonomous Vehicles Based on Discrete Global Trajectory, Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2021.3083541.
  9. Y. Zhang, Y. Liu, Y. Huang, Z. Chen, G. Li, W. Hao, G. Cunningham, J. Early, An Optimal Control Strategy Design for Plug-in Hybrid Electric Vehicles Based on Internet of Vehicles, Energy,  vol 228, 2021.
  10. J. Na, Y. Huang,  X. Wu, Y. Liu, Y. Li and G. Li, Active suspension control of quarter-car system with experimental validation, accepted by IEEE Transactions on Systems, Man and Cybernetics- Systems, doi:10.1109/TSMC.2021.3103807.
  11. J. Li, Y. Liu, Y. Zhang, Z. Lei, Z. Chen and G. Li, Data-Driven Based Eco-Driving Control for Plug-in Hybrid Electric Vehicles, accepted by Journal of Power Sources.
  12. Z. Chen, H. Hu, Y. Wu, Y. Zhang, G. Li and Y. Liu, Stochastic Model Predictive Control for Energy Management of Power-Split Plug-in Hybrid Electric Vehicles Based on Reinforcement Learning, Vol. 211, 118931, Energy, 2020. https://doi.org/10.1016/j.energy.2020.118931
  13. Y. Wu, Y. Zhang, G. Li, J. Shen, Z. Chen and Y. Liu, A Predictive Energy Management Strategy for Multi-Mode Plug-in Hybrid Electric Vehicles Based on Multi Neural Networks, Energy, Vol. 208, 118366, 2020. https://doi.org/10.1016/j.energy.2020.118366
  14. Y. Zhang, C. Guo, C. Sun, Z. Chen, G. Li, Y. Liu, Cooperative Charging Management for Electric Vehicles via Mobile Edge Computation, Journal of Power Sources, vol. 251, 119627, April 2020. https://doi.org/10.1016/j.jclepro.2019.119627
  15. Y. Liu, J. Liu, Datong Qin, G. Li, Z. Chen, and Y. Zhang, Online Energy Management Strategy of Fuel Cell Hybrid Electric Vehicles Based on Rule Learning, Journal of Cleaner Production, Vol. 260, 121017,July 2020. https://doi.org/10.1016/j.jclepro.2020.121017
  16. J. Na, Y. Huang,  X. Wu, S. Su and G. Li, Adaptive Finite-time fuzzy control of nonlinear active suspension systems with input delay, IEEE Transactions on Cybernetics, vol. 50, no. 6, pp. 2639-2650, June 2020, DOI: 10.1109/TCYB.2019.2894724
  17. J. Li, Y. Liu, D. Qin, G. Li, and Z. Chen, Research on Equivalent Factor Boundary of Equivalent Consumption Minimization Strategy for PHEVs, IEEE Transactions on Vehicular Technology, vol 69(6) pp. 6011-6024, Apr. 2020. DOI: 10.1109/TVT.2020.2986541
  18. Y. Zhang, C. Guo, G. Li, Y. Liu and Z. Chen, Cooperative Control Strategy for Plug-in Hybrid Electric Vehicles Based on a Hierarchical Framework with Fast Calculation, Journal of Cleaner Production, vol. 251, 119627, 2020. https://doi.org/10.1016/j.jclepro.2019.119627
  19. J. Na, Y. Huang, Q. Pei, X. Wu, G. Gao and G. Li, Active suspension control of full-car systems without function approximation, IEEE/ASME Transactions on Mechatronics, vol. 22 (2), pp. 779-791, 2020. DOI: 10.1109/TMECH.2019.2962602
  20. Y. Liu, P. Zhao, D. Qin, G. Li, Z. Chen and Y. Zhang, Driving Intention Identification Based on Long Short-Term Memory and A Case Study in Shifting Strategy Optimization, IEEE Access, vol 6, pp128593 - 128605, 2019. DOI:10.1109/ACCESS.2019.2940114