Cailei @2020-05-14

Journal Papers


Jinhao Meng, Lei Cai, Daniel-Ioan Stroe, Xinrong Huang, Jichang Peng, Tianqi Liu, Remus Teodorescu. “An Automatic Weak Learner Formulation for Lithium-ion Battery State of Health Estimation”, IEEE Transactions on Industrial Electronics, 17 Mar:2021. https://doi.org/10.1109/TIE.2021.3065594


Jinhao Meng, Lei Cai, Daniel-Ioan Stroe, Junpeng Ma, Guangzhao Luo, Remus Teodorescu. “An Optimized Ensemble Learning Framework for Lithium-Ion Battery State of Health Estimation in Energy Storage System”. Energy . 206. Sep: 118140. https://doi.org/10.1016/j.energy.2020.118140.

Lei Cai, Jinhao Meng, Daniel-Ioan Stroe, Jichang Peng, Guangzhao Luo, and Remus Teodorescu. “Multi-objective Optimization of Data-driven Model for Lithium-ion Battery SOH estimation with Short-term Feature.” IEEE Transactions on Power Electronics, doi: 10.1109/TPEL.2020.2987383.


Lei Cai, Jinhao Meng, Daniel-Ioan Stroe, Guangzhao Luo, and Remus Teodorescu. “An evolutionary framework for lithium-ion battery state of health estimation.” Journal of Power Sources 412 (2019): 615-622.

Jinhao Meng, Lei Cai, Daniel-Ioan Stroe, Guangzhao Luo, Xin Sui, and Remus Teodorescu. “Lithium-ion battery state-of-health estimation in electric vehicle using optimized partial charging voltage profiles.” Energy 185 (2019): 1054-1062.


Lei Cai, Shiru Qu, and Guojian Cheng. “Two-archive method for aggregation-based many-objective optimization.” Information Sciences 422 (2018): 305-317. [Source code]

Jinhao Meng, Lei Cai, Guangzhao Luo, Daniel-Ioan Stroe, and Remus Teodorescu. “Lithium-ion battery state of health estimation with short-term current pulse test and support vector machine.” Microelectronics Reliability 88 (2018): 1216-1220.


蔡磊, 曲仕茹. “基于多目标聚类的车辆检测方法 (英文).” 中国公路学报 29, no. 8 (2016): 113-123.


Cai, Lei, Shiru Qu, Yuan Yuan, and Xin Yao. “A clustering-ranking method for many-objective optimization.” Applied Soft Computing 35 (2015): 681-694. [Source code]


Lei Cai, Shiru Qu. “Evolutionary Spatial Histogram Features for Vehicle Detection.” JOURNAL OF INFORMATION &COMPUTATIONAL SCIENCE 11, no. 11: 3975-3982.

Conference Papers


Huaxian Pan, Lei Cai. “An Improved Bi-goal Algorithm for Many-Objective Optimization.” In International Conference on E-Learning and Games, pp. 211-218. Springer, Cham, 2018.


Lei Cai, Shiru Qu, and Xun Li. “The improved spatial histogram features and integrated system for vehicle detection.” In Proceedings of the 32nd Chinese Control Conference, pp. 3766-3770. IEEE, 2013.

Lei Cai, Li Xun, and Qu Shiru. “Self-adapt evolution SVR in a traffic flow forecasting.” In 2013 IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2013), pp. 1-5. IEEE, 2013.