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