Cailei @2023-07-26

Journal Papers


Jinhao Meng, Lei Cai*, Shengxiang Yang, Junxin Li, Feifang Zhou, JiChang Peng, Zhengxiang Song. An Empirical-informed Model for the Early Degradation Trajectory Prediction of Lithium-ion Battery. IEEE Transaction on Energy Conversion. Early Access. https://doi.org/10.1109/TEC.2024.3385093

Ling Zhu, Jichang Peng, Jinhao Meng, Chenghao Sun, Lei Cai, Zhizhu QU. Fast Impedance Spectrum Construction for Lithium-Ion Batteries Using a Multi-Density Clustering Algorithm. Batteries. 2024, 10(3). https://doi.org/10.3390/batteries10030112

Lei Cai, Junxin Li, Xianfeng Xu, Haiyan Jin, Jinhao Meng, Bin Wang, Chunling Wu, Shengxiang Yang. Automatically constructing a health indicator for lithium-ion battery state-of-health estimation via adversarial and compound staked autoencoder. Journal of Energy Storage, 2024, Volume 84, Part B. https://doi.org/10.1016/j.est.2024.110711


Lei Cai, Ningmin Cui, Haiyan Jin, Jinhao Meng, Shengxiang Yang, Jichang Peng, and Xinchao Zhao. A Unified Deep Learning Optimization Paradigm for Lithium-Ion Battery State-of-Health Estimation. IEEE Transactions on Energy Conversion, 2023, 1–12. https://doi.org/10.1109/TEC.2023.3294540.

Haiyan Jin, Ningmin Cui, Lei Cai*, Jinhao Meng, Junxin Li, Jichang Peng, and Xinchao Zhao. State-of-Health Estimation for Lithium-Ion Batteries with Hierarchical Feature Construction and Auto-Configurable Gaussian Process Regression. Energy 262 (January 2023): 125503. https://doi.org/10.1016/j.energy.2022.125503.

Jichang Peng, Jinhao Meng, Xinghao Du, Lei Cai, and Daniel-Ioan Stroe. A Fast Impedance Measurement Method for Lithium-Ion Battery Using Power Spectrum Property. IEEE Transactions on Industrial Informatics 19, no. 7 (July 2023): 8253–61. https://doi.org/10.1109/TII.2022.3217474.

Chunling Wu, Wenbo Hu, Jinhao Meng, Xianfeng Xu, Xinrong Huang, and Lei Cai. State-of-Charge Estimation of Lithium-Ion Batteries Based on MCC-AEKF in Non-Gaussian Noise Environment. Energy 274 (1 July 2023): 127316. https://doi.org/10.1016/j.energy.2023.127316.


Huanyang Huang, Jinhao Meng, Yuhong Wang, Fei Feng, Lei Cai, Jichang Peng, Tianqi Liu, A comprehensively optimized lithium-ion battery state-of-health estimator based on Local Coulomb Counting Curve, Applied Energy, Volume 322, 2022, 119469, ISSN 0306-2619, https://doi.org/10.1016/j.apenergy.2022.119469.


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. Multiobjective Optimization of Data-Driven Model for Lithium-Ion Battery SOH Estimation With Short-Term Feature. IEEE Transactions on Power Electronics 35, no. 11 (November 2020): 11855–64. https://doi.org/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 (February 2019): 615–22. https://doi.org/10.1016/j.jpowsour.2018.12.001.

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 (October 2019): 1054–62. https://doi.org/10.1016/j.energy.2019.07.127.


Lei Cai, Shiru Qu, and Guojian Cheng. Two-Archive Method for Aggregation-Based Many-Objective Optimization. Information Sciences 422 (January 2018): 305–17. https://doi.org/10.1016/j.ins.2017.08.078. [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 88–90 (September 2018): 1216–20. https://doi.org/10.1016/j.microrel.2018.07.025.


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.


Lei Cai, Shiru Qu, Yuan Yuan, and Xin Yao. A Clustering-Ranking Method for Many-Objective Optimization. Applied Soft Computing 35 (October 2015): 681–94. https://doi.org/10.1016/j.asoc.2015.06.020. [Source code]

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.

Notes: Symbol (*) dontes the Corresponding Author