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Yuanjian Zhang
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State of health estimation for lithium-ion batteries based on temperature prediction and gated recurrent unit neural network
Z Chen, H Zhao, Y Zhang, S Shen, J Shen, Y Liu
Journal of Power Sources 521, 230892, 2022
1122022
Fuel consumption and exhaust emissions of diesel vehicles in worldwide harmonized light vehicles test cycles and their sensitivities to eco-driving factors
J Gao, H Chen, Y Li, J Chen, Y Zhang, K Dave, Y Huang
Energy conversion and management 196, 605-613, 2019
942019
Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning
Z Chen, H Hu, Y Wu, Y Zhang, G Li, Y Liu
Energy 211, 118931, 2020
932020
State of health prediction of lithium-ion batteries based on machine learning: Advances and perspectives
X Shu, S Shen, J Shen, Y Zhang, G Li, Z Chen, Y Liu
Iscience 24 (11), 2021
922021
A flexible state-of-health prediction scheme for lithium-ion battery packs with long short-term memory network and transfer learning
X Shu, J Shen, G Li, Y Zhang, Z Chen, Y Liu
IEEE Transactions on Transportation Electrification 7 (4), 2238-2248, 2021
922021
Online diagnosis of state of health for lithium-ion batteries based on short-term charging profiles
X Shu, G Li, Y Zhang, J Shen, Z Chen, Y Liu
Journal of Power Sources 471, 228478, 2020
862020
Optimal energy management strategy for parallel plug-in hybrid electric vehicle based on driving behavior analysis and real time traffic information prediction
Y Zhang, L Chu, Z Fu, N Xu, C Guo, X Zhang, Z Chen, P Wang
Mechatronics 46, 177-192, 2017
802017
Stage of charge estimation of lithium-ion battery packs based on improved cubature Kalman filter with long short-term memory model
X Shu, G Li, Y Zhang, S Shen, Z Chen, Y Liu
IEEE Transactions on Transportation Electrification 7 (3), 1271-1284, 2020
792020
Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution
Q Xue, G Li, Y Zhang, S Shen, Z Chen, Y Liu
Journal of Power Sources 482, 228964, 2021
732021
A neural network-based ECMS for optimized energy management of plug-in hybrid electric vehicles
Z Chen, Y Liu, Y Zhang, Z Lei, Z Chen, G Li
Energy 243, 122727, 2022
702022
Rule learning based energy management strategy of fuel cell hybrid vehicles considering multi-objective optimization
Y Liu, J Liu, Y Zhang, Y Wu, Z Chen, M Ye
Energy 207, 118212, 2020
692020
A predictive energy management strategy for multi-mode plug-in hybrid electric vehicles based on multi neural networks
Y Wu, Y Zhang, G Li, J Shen, Z Chen, Y Liu
Energy 208, 118366, 2020
672020
A survey on key techniques and development perspectives of equivalent consumption minimisation strategy for hybrid electric vehicles
Z Chen, Y Liu, M Ye, Y Zhang, G Li
Renewable and Sustainable Energy Reviews 151, 111607, 2021
662021
State of charge prediction framework for lithium-ion batteries incorporating long short-term memory network and transfer learning
Y Liu, X Shu, H Yu, J Shen, Y Zhang, Y Liu, Z Chen
Journal of Energy Storage 37, 102494, 2021
612021
Synthetic state of charge estimation for lithium-ion batteries based on long short-term memory network modeling and adaptive H-Infinity filter
Z Chen, H Zhao, X Shu, Y Zhang, J Shen, Y Liu
Energy 228, 120630, 2021
592021
Data-driven based eco-driving control for plug-in hybrid electric vehicles
J Li, Y Liu, Y Zhang, Z Lei, Z Chen, G Li
Journal of Power Sources 498, 229916, 2021
522021
Energy management strategy for plug-in hybrid electric vehicle integrated with vehicle-environment cooperation control
Y Zhang, L Chu, Z Fu, N Xu, C Guo, D Zhao, Y Ou, L Xu
Energy 197, 117192, 2020
512020
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
Y Liu, J Li, J Gao, Z Lei, Y Zhang, Z Chen
Mechanical Systems and Signal Processing 158, 107765, 2021
422021
A cyber-physical system-based velocity-profile prediction method and case study of application in plug-in hybrid electric vehicle
Y Zhang, L Chu, Y Ou, C Guo, Y Liu, X Tang
IEEE transactions on cybernetics 51 (1), 40-51, 2019
382019
Cooperative optimization of velocity planning and energy management for connected plug-in hybrid electric vehicles
Y Liu, Z Huang, J Li, M Ye, Y Zhang, Z Chen
Applied Mathematical Modelling 95, 715-733, 2021
362021
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