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 | 116 | 2022 |
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 | 100 | 2021 |
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 | 98 | 2021 |
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 | 96 | 2020 |
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 | 96 | 2019 |
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 | 87 | 2020 |
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 | 83 | 2020 |
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 | 80 | 2017 |
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 | 79 | 2021 |
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 | 75 | 2022 |
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 | 71 | 2021 |
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 | 71 | 2020 |
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 | 70 | 2020 |
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 | 65 | 2021 |
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 | 64 | 2021 |
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 | 52 | 2021 |
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 | 52 | 2020 |
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 | 46 | 2021 |
State of health estimation for lithium-ion batteries based on hybrid attention and deep learning H Zhao, Z Chen, X Shu, J Shen, Z Lei, Y Zhang Reliability Engineering & System Safety 232, 109066, 2023 | 42 | 2023 |
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 | 38 | 2019 |