| Safe Deep Reinforcement Learning-based Constrained Optimal Control Scheme for HEV Energy Management ZE Liu, Q Zhou, Y Li, S Shuai, H Xu IEEE Transactions on Transportation Electrification, 2023 | 38 | 2023 |
| An intelligent energy management strategy for hybrid vehicle with irrational actions using twin delayed deep deterministic policy gradient ZE Liu, Q Zhou, Y Li, S Shuai IFAC-PapersOnLine 54 (10), 546-551, 2021 | 30 | 2021 |
| Effects of the substitution rate of natural gas on the combustion and emission characteristics in a dual-fuel engine under full load M Lyu, C Zhang, X Bao, J Song, Z Liu Advances in Mechanical Engineering 9 (12), 1687814017747158, 2017 | 21 | 2017 |
| Multi-agent reinforcement learning for connected and automated vehicles control: Recent advancements and future prospects M Hua, D Chen, X Qi, K Jiang, ZE Liu, Q Zhou, H Xu arXiv preprint arXiv:2312.11084, 2023 | 12 | 2023 |
| Deep reinforcement learning based energy management strategy for hybrid vehicles in consideration of engine start-up conditions ZE Liu, L Xu, Y Li, B Shuai, S Shuai Proc. Int. Conf. Appl. Energy (ICAE), 9, 2021 | 12 | 2021 |
| Deep Reinforcement Learning based Energy Management for Heavy Duty HEV considering Discrete-Continuous Hybrid Action Space ZE Liu, Y Li, Q Zhou, Y Li, B Shuai, H Xu, M Hua, G Tan, L Xu IEEE Transactions on Transportation Electrification, 2024 | 9 | 2024 |
| Evolution and future development of vehicle fuel specification in China Z Guo, Z Liu, S Shuai SAE Technical Paper, 2021 | 9 | 2021 |
| Synthesis of representative driving cycle for heavy duty vehicle based on Markov chain and big data considering weight variation ZE Liu, Y Li, G Tan, L Xu, S Shuai SAE Technical Paper, 2023 | 6 | 2023 |
| Pollutant emissions of a blended plug-in hybrid electric vehicle during high-power cold starts G Tan, B Wang, ZE Liu, Y Li, H Xu, S Shuai SAE Technical Paper, 2023 | 4 | 2023 |
| Real-time energy management for HEV combining naturalistic driving data and deep reinforcement learning with high generalization ZE Liu, Y Li, Q Zhou, B Shuai, M Hua, H Xu, L Xu, G Tan, Y Li Applied Energy 377, 124350, 2025 | 3 | 2025 |
| Fine-tuning transfer learning for knock intensity modeling of an engine fuelled with high octane number gasoline G Tan, L Xu, J Li, H Xu, Y Li, ZE Liu, S Shuai 2023 7th CAA International Conference on Vehicular Control and Intelligence …, 2023 | 3 | 2023 |
| Effects of fuel properties on under-expansion behaviors of flash-boiling jets L Xu, Y Li, ZE Liu, G Tan, S Shuai, H Xu SAE Technical Paper, 2023 | 3 | 2023 |
| Soft actor-critic with discrete-continuous hybrid action space for energy management of heavy duty hev combining multi-dimensional naturalistic driving data ZE Liu, Y Li, Q Zhou, Y Li, S Shuai, H Xu Available at SSRN 4459122, 0 | 3 | |
| Effect of ethanol/n-hexane blending ratio on behaviors of shock waves in flash-boiling jets L Xu, Y Li, H Xu, ZE Liu, G Tan, S Shuai Fuel 372, 132031, 2024 | 2 | 2024 |
| Application of machine learning to engine air system failure prediction Y Li, H Hui, S Shuai, Y Qin, P Shao, Z Liu SAE Technical Paper, 2024 | 2 | 2024 |
| 移动源污染减排现状及控制对策 鲍晓峰， 刘泽民， 朱仁成 环境保护 43 (21), 25-27, 2015 | 2 | 2015 |
| Effects of commercial ethanol-blended gasoline on emissions of a blended plug-in hybrid electric vehicle G Tan, W Li, C Wang, B Wang, ZE Liu, L Xu, Y Li, H Xu, S Shuai Fuel 381, 133439, 2025 | 1 | 2025 |
| AI-Driven Environmental Data Extraction for Energy Sector Assessment Z Chen, R Zhong, W Long, H Tang, A Wang, Z Liu, X Yang, R Bo, ... SPE Annual Technical Conference and Exhibition?, D021S012R001, 2024 | 1 | 2024 |
| 基于 PEMS 的高里程 CNG 出租车排放特性研究 沈聪， 李舜酩， 王运静， 吕猛， 李轶， 祖雷， 刘泽民 重庆理工大学学报 (自然科学) 32 (12), 99-104, 2018 | 1 | 2018 |
| 汽油清净剂对汽车尾气排放影响及其清净性研究 朱仁成， 鲍晓峰， 贾明， 岳欣， 刘泽民， 王博文 环境工程技术学报 6 (4), 307-313, 2016 | 1 | 2016 |
Yanfei Li 李雁飞Tsinghua UniversityAdresse e-mail validée de tsinghua.edu.cn
