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Dr Zheng Chen
PhD

 

All Publications

    2021

    • Liu Y, Li J, Gao J, Lei Z, Zhang Y and Chen Z (2021). "Prediction of vehicle driving conditions with incorporation of stochastic forecasting and machine learning and a case study in energy management of plug-in hybrid electric vehicles." Mechanical Systems and Signal Processing  vol. 158,
      01-09-2021
    • Zhang Y, Liu Y, Huang Y, Chen Z, Li G, Hao W, Cunningham G and Early J (2021). "An optimal control strategy design for plug-in hybrid electric vehicles based on internet of vehicles." Energy  vol. 228,
      01-08-2021
    • Chen Z, Zhao H, Shu X, Zhang Y, Shen J and Liu Y (2021). "Synthetic state of charge estimation for lithium-ion batteries based on long short-term memory network modeling and adaptive H-Infinity filter." Energy  vol. 228,
      01-08-2021
    • Li J, Liu Y, Zhang Y, Lei Z, Chen Z and Li G (2021). "Data-driven based eco-driving control for plug-in hybrid electric vehicles." Journal of Power Sources  vol. 498,
      30-06-2021
    • Liu Y, Xie J, Qin D, Zhang Y, Chen Z and Li G (2021). "Design, Control and Validation of Two-Speed Clutch-less Automatic Transmission for Electric Vehicle." Ieee  Ieee/Asme Transactions On Mechatronics 
      04-06-2021
    • Zhang Y, Huang Y, Chen H, Na X, Chen Z and Liu Y (2021). "Driving behavior oriented torque demand regulation for electric vehicles with single pedal driving." Elsevier  Energy  vol. 228,
      08-04-2021
    • Liu Y, Shu X, Yu H, Shen J, Zhang Y and Chen Z (2021). "State of charge prediction framework for lithium-ion batteries incorporating long short-term memory network and transfer learning." Elsevier  Journal of Energy Storage  vol. 37, 102494-102494.
      31-03-2021
    • Zhang Y, Huang Y, Chen Z, Li G and Liu Y (2021). "A Novel Learning Based Model Predictive Control Strategy for Plug-in Hybrid Electric Vehicle." Institute of Electrical and Electronics Engineers  Ieee Transactions On Transportation Electrification 
      30-03-2021
    • Liu Y, Huang Z, Li J, Ye M, Zhang Y and Chen Z (2021). "Cooperative optimization of velocity planning and energy management for connected plug-in hybrid electric vehicles." Elsevier  Applied Mathematical Modelling  vol. 95, 715-733.
      02-03-2021
    • Zhang Y, Wei C, Liu Y, Chen Z, Hou Z and Xu N (2021). "A novel optimal power management strategy for plug-in hybrid electric vehicle with improved adaptability to traffic conditions." Elsevier  Journal of Power Sources  vol. 489,
      21-01-2021
    • Chen Z, Li W, Shu X, Shen J, Zhang Y and Shen S (2021). "Operation Efficiency Optimization for Permanent Magnet Synchronous Motor Based on Improved Particle Swarm Optimization." Ieee Access  vol. 9, 777-788.
      01-01-2021
    • Shu X, Shen J, Li G, Zhang Y, Chen Z and Liu Y (2021). "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 
      01-01-2021
    • Liu Y, Zhou B, Wang X, Li L, Cheng S, Chen Z, Li G and Zhang L (2021). "Dynamic Lane-Changing Trajectory Planning for Autonomous Vehicles Based on Discrete Global Trajectory." Ieee Transactions On Intelligent Transportation Systems  vol. PP, (99) 1-15.
      01-01-2021

    2020

    • Shu X, Li G, Zhang Y, Shen S, Chen Z and Liu Y (2020). "Stage of Charge Estimation of Lithium-ion Battery Packs Based on Improved Cubature Kalman Filter with Long Short-Term Memory Model." Institute of Electrical and Electronics Engineers  Ieee Transactions On Transportation Electrification  vol. PP, (99) 1-1.
      01-12-2020
    • Xue Q, Shen S, Li G, Zhang Y, Chen Z and Liu Y (2020). "Remaining Useful Life Prediction for Lithium-ion Batteries Based on Capacity Estimation and Box-Cox Transformation." Institute of Electrical and Electronics Engineers  Ieee Transactions On Vehicular Technology 
      23-11-2020
    • Shen J, Xiong J, Shu X, Li G, Zhang Y, Chen Z and Liu Y (2020). "State of charge estimation framework for lithium‐ion batteries based on square root cubature Kalman filter under wide operation temperature range." Wiley  International Journal of Energy Research 
      11-11-2020
    • Chen Z, Hu H, Wu Y, Zhang Y, Li G and Liu Y (2020). "Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning." Elsevier  Energy  vol. 211,
      28-09-2020
    • Xue Q, Li G, Zhang Y, Shen S, Chen Z and Liu Y (2020). "Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution." Elsevier  Journal of Power Sources  vol. 482,
      24-09-2020
    • Malik MSS, Li G and Chen Z (2020). "An optimal charging algorithm to minimise solid electrolyte interface layer in lithium-ion battery." Elsevier  Journal of Power Sources  vol. 482,
      23-09-2020
    • Chen Z, Xue Q, Wu Y, Shen S, Zhang Y and Shen J (2020). "Capacity Prediction and Validation of Lithium-Ion Batteries Based on Long Short-Term Memory Recurrent Neural Network." Institute of Electrical and Electronics Engineers (Ieee)  Ieee Access  vol. 8, 172783-172798.
      22-09-2020
    • Zhang Y, Guo C, Liu Y, Ding F, Chen Z and Hao W (2020). "A novel strategy for power sources management in connected plug-in hybrid electric vehicles based on mobile edge computation framework." Elsevier  Journal of Power Sources  vol. 477,
      18-08-2020
    • Zhang Y, Guo C, Sun C, Chen Z, Li G and Liu Y (2020). "Cooperative charging management for electric vehicles via mobile edge computation." Elsevier  Journal of Power Sources  vol. 474,
      29-07-2020
    • Wu Y, Zhang Y, Li G, Shen J, Chen Z and Liu Y (2020). "A predictive energy management strategy for multi-mode plug-in hybrid electric vehicles based on multi neural networks." Elsevier  Energy  vol. 208,
      21-07-2020
    • Shu X, Li G, Shen J, Lei Z, Chen Z and Liu Y (2020). "An adaptive multi-state estimation algorithm for lithium-ion batteries incorporating temperature compensation." Elsevier  Energy  vol. 207,
      04-07-2020
    • Shu X, Li G, Zhang Y, Shen J, Chen Z and Liu Y (2020). "Online diagnosis of state of health for lithium-ion batteries based on short-term charging profiles." Elsevier  Journal of Power Sources  vol. 471,
      04-07-2020
    • Liu Y, Liu J, Zhang Y, Wu Y, Chen Z and Ye M (2020). "Rule learning based energy management strategy of fuel cell hybrid vehicles considering multi-objective optimization." Elsevier  Energy  vol. 207,
      02-07-2020
    • Shu X, Li G, Shen J, Lei Z, Chen Z and Liu Y (2020). "A uniform estimation framework for state of health of lithium-ion batteries considering feature extraction and parameters optimization." Elsevier  Energy  vol. 204,
      26-05-2020
    • Shu X, Li G, Shen J, Yan W, Chen Z and Liu Y (2020). "An adaptive fusion estimation algorithm for state of charge of lithium-ion batteries considering wide operating temperature and degradation." Elsevier  Journal of Power Sources  vol. 462,
      16-04-2020
    • Li J, Liu Y, Qin D, Li G and Chen Z (2020). "Research on Equivalent Factor Boundary of Equivalent Consumption Minimization Strategy for PHEVs." Institute of Electrical and Electronics Engineers  Ieee Transactions On Vehicular Technology  vol. 69, (6) 6011-6024.
      13-04-2020
    • Chen Z, Xiao J, Shu X, Shen S, Shen J and Liu Y (2020). "Model-based adaptive joint estimation of the state of charge and capacity for lithium–ion batteries in their entire lifespan." Mdpi Ag  Energies  vol. 13, (6)
      18-03-2020
    • Liu Y, Liu J, Qin D, Li G, Chen Z and Zhang Y (2020). "Online energy management strategy of fuel cell hybrid electric vehicles based on rule learning." Elsevier  Journal of Cleaner Production  vol. 260,
      12-03-2020
    • Wu Y, Xue Q, Shen J, Lei Z, Chen Z and Liu Y (2020). "State of Health Estimation for Lithium-Ion Batteries Based on Healthy Features and Long Short-Term Memory." Institute of Electrical and Electronics Engineers (Ieee)  Ieee Access  vol. 8, 28533-28547.
      07-02-2020

    2019

    • Zhang Y, Guo C, Li G, Liu Y and Chen Z (2019). "Cooperative control strategy for plug-in hybrid electric vehicles based on a hierarchical framework with fast calculation." Elsevier  Journal of Cleaner Production  vol. 251,
      11-12-2019
    • Liu Y, Liu J, Qin D and Chen Z (2019). "Multi-Objective Optimization Energy Management Strategy for Fuel Cell Hybrid Vehicles Based on Rule Learning." Destech Publications  Destech Transactions On Environment, Energy and Earth Sciences  (iceee)
      31-10-2019
    • Chen Z, Xue Q, Liu Y, Shen J and Xiao R (2019). "State of Health Estimation for Lithium-Ion Batteries Based on Elman Neural Network." Destech Publications  Destech Transactions On Environment, Energy and Earth Sciences  (iceee)
      31-10-2019
    • Lei Z, Qin D, Hou L, Peng J, Liu Y and Chen Z (2019). "An adaptive equivalent consumption minimization strategy for plug-in hybrid electric vehicles based on traffic information." Elsevier Bv  Energy  116409-116409.
      23-10-2019
    • Liu Y, Zhao P, Qin D, Li G, Chen Z and Zhang Y (2019). "Driving Intention Identification Based on Long Short-Term Memory and A Case Study in Shifting Strategy Optimization." Institute of Electrical and Electronics Engineers (Ieee)  Ieee Access  vol. 7, 128593-128605.
      09-09-2019
    • Lei Z, Sun D, Liu J, Chen D, Liu Y and Chen Z (2019). "Trip-Oriented Model Predictive Energy Management Strategy for Plug-in Hybrid Electric Vehicles." Institute of Electrical and Electronics Engineers (Ieee)  Ieee Access  vol. 7, 113771-113785.
      05-08-2019
    • Liu Y, Wang J, Zhao P, Qin D and Chen Z (2019). "Research on Classification and Recognition of Driving Styles Based on Feature Engineering." Institute of Electrical and Electronics Engineers (Ieee)  Ieee Access  vol. 7, 89245-89255.
      03-07-2019
    • Zhang S, Dou W, Zhang Y, Hao W, Chen Z and Liu Y (2019). "A Vehicle-Environment Cooperative Control Based Velocity Profile Prediction Method and Case Study in Energy Management of Plug-in Hybrid Electric Vehicles." Institute of Electrical and Electronics Engineers (Ieee)  Ieee Access  vol. 7, 75965-75975.
      10-06-2019
    • Liu Y, Li J, Lei Z, Li W, Qin D and Chen Z (2019). "An Adaptive Equivalent Consumption Minimization Strategy for Plug-In Hybrid Electric Vehicles Based on Energy Balance Principle." Institute of Electrical and Electronics Engineers (Ieee)  Ieee Access  vol. 7, 67589-67601.
      22-05-2019
    • Chen Z, Shu X, Xiao R, Yan W, Liu Y and Shen J (2019). "Optimal charging strategy design for lithium‐ion batteries considering minimization of temperature rise and energy loss." Wiley  International Journal of Energy Research  vol. 43, (9) 4344-4358.
      16-05-2019