| The application of machine learning based energy management strategy in multi-mode plug-in hybrid electric vehicle, part I: Twin Delayed Deep Deterministic Policy Gradient … C Wu, J Ruan, H Cui, B Zhang, T Li, K Zhang Energy 262, 125084, 2023 | 48 | 2023 |
| Advanced deep deterministic policy gradient based energy management strategy design for dual-motor four-wheel-drive electric vehicle H Cui, J Ruan, C Wu, K Zhang, T Li Mechanism and Machine Theory 179, 105119, 2023 | 31 | 2023 |
| The application of machine learning-based energy management strategy in a multi-mode plug-in hybrid electric vehicle, part II: Deep deterministic policy gradient algorithm … J Ruan, C Wu, Z Liang, K Liu, B Li, W Li, T Li Energy 269, 126792, 2023 | 29 | 2023 |
| A comparative study of deep reinforcement learning based energy management strategy for hybrid electric vehicle Z Wang, H He, J Peng, W Chen, C Wu, Y Fan, J Zhou Energy Conversion and Management 293, 117442, 2023 | 28 | 2023 |
| Delayed deep deterministic policy gradient-based energy management strategy for overall energy consumption optimization of dual motor electrified powertrain J Ruan, C Wu, H Cui, W Li, DU Sauer IEEE Transactions on Vehicular Technology 72 (9), 11415-11427, 2023 | 26 | 2023 |
| A review of occluded objects detection in real complex scenarios for autonomous driving J Ruan, H Cui, Y Huang, T Li, C Wu, K Zhang Green energy and intelligent transportation 2 (3), 100092, 2023 | 23 | 2023 |
| The effects investigation of data-driven fitting cycle and deep deterministic policy gradient algorithm on energy management strategy of dual-motor electric bus K Zhang, J Ruan, T Li, H Cui, C Wu Energy 269, 126760, 2023 | 19 | 2023 |
| Efficient training for energy management in fuel cell hybrid electric vehicles: An imitation learning-embedded deep reinforcement learning framework J Peng, T Ren, Z Chen, W Chen, C Wu, C Ma Journal of Cleaner Production 447, 141360, 2024 | 12 | 2024 |
| Research on energy-saving driving control of hydrogen fuel bus based on deep reinforcement learning in freeway ramp weaving area J Peng, Y Shen, CC Wu, C Wang, F Yi, C Ma Energy 285, 129449, 2023 | 4 | 2023 |
| Health-awareness energy management strategy for battery electric vehicles based on self-attention deep reinforcement learning C Wu, J Peng, H He, J Ruan, J Chen, C Ma Journal of Power Sources 623, 235463, 2024 | 2 | 2024 |
| Battery health-considered energy management strategy for a dual-motor two-speed battery electric vehicle based on a hybrid soft actor-critic algorithm with memory function C Wu, J Peng, J Chen, H He, D Pi, Z Wang, C Ma Applied Energy 376, 124306, 2024 | 2 | 2024 |
| Thermal Management Methodology Based on a hybrid Deep Deterministic Policy Gradient with Memory Function for Battery Electric Vehicles in Hot Weather Conditions C Wu, J Peng, J Zhou, X Guo, H Guo, C Ma IEEE Transactions on Transportation Electrification, 2025 | | 2025 |