Yang Li, Binyu Xiong, Don Mahinda Vilathgamuwa, Zhongbao Wei, Changjun Xie, and Changfu Zou, "Constrained ensemble Kalman filter for distributed electrochemical state estimation of lithium-ion batteries," IEEE Transactions on Industrial Informatics, vol. 17, no. 1, pp. 240-250, Jan. 2021, doi: 10.1109/TII.2020.2974907.
Mengting Li, Yang Li, and San Shing Choi, "Dispatch planning of wide-area wind power-energy storage scheme based on ensemble empirical mode decomposition technique," IEEE Transactions on Sustainable Energy, vol. 12, no. 2, pp. 1275-1288, Apr. 2021, doi: 10.1109/TSTE.2020.3042385.
Yang Li, D. Mahinda Vilathgamuwa, Evelina Wikner, Zhongbao Wei, Xinan Zhang, Torbjörn Thiringer, Torsten Wik, and Changfu Zou, "Electrochemical model-based fast charging: Physical constraint-triggered PI control," IEEE Transactions on Energy Conversion, vol. 36, no. 4, pp. 3208-3220, Dec. 2021, doi: 10.1109/TEC.2021.3065983.
Zhongbao Wei, Zhongyi Quan, Jingda Wu, Yang Li, Josep Pou, and Hao Zhong, "Deep deterministic policy gradient-DRL enabled multiphysics-constrained fast charging of lithium-ion battery," IEEE Transactions on Industrial Electronics, vol. 69, no. 3, pp. 2588-2598, Mar. 2022, doi: 10.1109/TIE.2021.3070514.
Yang Li, Zhongbao Wei, Binyu Xiong, and D. Mahinda Vilathgamuwa, "Adaptive ensemble-based electrochemical-thermal degradation state estimation of lithium-ion batteries," IEEE Transactions on Industrial Electronics, vol. 69, no. 7, pp. 6984-6996, Jul. 2022, doi: 10.1109/TIE.2021.3095815.
Yang Li, Dulmini Karunathilake, D. Mahinda Vilathgamuwa, Yateendra Mishra, Troy W. Farrell, San Shing Choi, and Changfu Zou, "Model order reduction techniques for physics-based lithium-ion battery management: A survey," IEEE Industrial Electronics Magazine, vol. 16, no. 3, pp. 36-51, Sep. 2022, doi: 10.1109/MIE.2021.3100318.
Chengqi She, Yang Li, Changfu Zou, Torsten Wik, Zhenpo Wang, and Fengchun Sun, "Offline and online blended machine learning for lithium-ion battery health state estimation," IEEE Transactions on Transportation Electrification, vol. 8, no. 2, pp. 1604-1618, Aug. 2022, doi: 10.1109/TTE.2021.3129479.
Yang Li, Torsten Wik, Changjun Xie, Yicun Huang, Binyu Xiong, Jinrui Tang, and Changfu Zou, "Control-oriented modeling of all-solid-state batteries using physics-based equivalent circuits," IEEE Transactions on Transportation Electrification, vol. 8, no. 2, pp. 2080-2092, Aug. 2022, doi: 10.1109/TTE.2021.3131147.
Zhongbao Wei, Haokai Ruan, Yang Li, Jianwei Li, Caizhi Zhang, and Hongwen He, "Multistage state of health estimation of lithium-ion battery with high tolerance to heavily-partial charging," IEEE Transactions on Power Electronics, vol. 37, no. 6, pp. 7432-7442, Jun. 2022, doi: 10.1109/TPEL.2022.3144504.
Binyu Xiong, Sidi Dong, Yang Li, Jinrui Tang, Yixin Su, and Hoay Beng Gooi, "Peak power estimation of vanadium redox flow batteries based on receding horizon control," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 11, no. 1, pp. 154-165, Feb. 2023, doi: 10.1109/JESTPE.2022.3152588.
Zhongbao Wei, Xiaofeng Yang, Yang Li, Hongwen He, Weihan Li, and Dirk Uwe Sauer, "Machine learning-based fast charging of lithium-ion battery by perceiving and regulating internal microscopic states," Energy Storage Materials, vol. 56, pp. 62-75, Feb. 2023, doi: 10.1016/j.ensm.2022.12.034.
Yang Li, Zhongbao Wei, Changjun Xie, and D. Mahinda Vilathgamuwa, "Physics-based model predictive control for power capability estimation of lithium-ion batteries," IEEE Transactions on Industrial Informatics, vol. 19, no. 11, pp. 10763-10774, Nov. 2023, doi: 10.1109/TII.2022.3233676.
Xinyu Jia, Caiping Zhang, Yang Li, Changfu Zou, Le Yi Wang, and Xue Cai, "Knee-point-conscious battery aging trajectory prediction of lithium-ion based on physics-guided machine learning," IEEE Transactions on Transportation Electrification, vol. 10, no. 1, pp. 1056-1069, Mar. 2024, doi: 10.1109/TTE.2023.3266386.
Yang Li, D. Mahinda Vilathgamuwa, Daniel E. Quevedo, Chih Feng Lee, and Changfu Zou, "Ensemble nonlinear model predictive control for residential solar battery energy management," IEEE Transactions on Control Systems Technology, vol. 31, no. 5, pp. 2188-2200, Sep. 2023, doi: 10.1109/TCST.2023.3291540.
Zhongbao Wei, Kailong Liu, Xinhua Liu, Yang Li, Liang Du, and Fei Gao, "Multilevel data-driven battery management: From internal sensing to big data utilization," IEEE Transactions on Transportation Electrification, vol. 9, no. 4, pp. 4805-4823, Dec. 2023, doi: 10.1109/TTE.2023.3301990.
Yang Li, Torsten Wik, Yicun Huang, and Changfu Zou, "Nonlinear model inversion-based output tracking control for battery fast charging," IEEE Transactions on Control Systems Technology, vol. 32, no. 1, pp. 225-240, Jan. 2024, doi: 10.1109/TCST.2023.3306240.
Hangyu Wu, Wei Wang, Yang Li, Wenchao Zhu, Changjun Xie, and Hoay Beng Gooi, "Hybrid physics-based and data-driven prognostic for PEM fuel cells considering voltage recovery," IEEE Transactions on Energy Conversion, vol. 39, no. 1, pp. 601-612, Mar. 2024, doi: 10.1109/TEC.2023.3311460.
Binyu Xiong, Yang Li, Jinrui Tang, Peng Zhou, Shaofeng Zhang, Xinan Zhang, Chaoyu Dong, and Hoay Beng Gooi, "A flow-rate-aware data-driven model of vanadium redox flow battery based on gated recurrent unit neural network," Journal of Energy Storage, vol. 74 B, Dec. 2024, Art no. 109537, doi: 10.1016/j.est.2023.109537.
Zhongbao Wei, Hao Cui, Xinhua Liu, Yang Li, and Rui Wang, "Real-time reconfiguration-based all-cell flexibility and capacity maximum utilization of second-life batteries," IEEE Transactions on Transportation Electrification, vol. 11, no. 1, pp. 1035-1047, Feb. 2025, doi: 10.1109/TTE.2024.3399218.
Jinrui Tang, Yang Li, Shaojin Wang, Binyu Xiong, Xiangjun Li, Jinxuan Pan, Qihong Chen, and Peng Wang, "Data-driven state of health estimation method of lithium-ion batteries for partial charging curves," IEEE Transactions on Energy Conversion, vol. 39, no. 4, pp. 2230-2243, Dec. 2024, doi: 10.1109/TEC.2024.3407136.
Yicun Huang, Changfu Zou, Yang Li, and Torsten Wik, "MINN: Learning the dynamics of differential-algebraic equations and application to battery modeling," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 11331-11344, Dec. 2024, doi: 10.1109/TPAMI.2024.3456475.
Banghua Du, Yongkang Li, Yang Li, Changjun Xie, Xinming Wang, Wenchao Zhu, Yang Yang, Li You, Leiqi Zhang, and Bo Zhao, "Modeling of PEMEL hydrogen production systems: Comprehensive multivariate sensitivity analysis considering mass-energy dynamic equilibrium," Applied Energy, vol. 377, C, Jan. 2025, Art no. 124644, doi: 10.1016/j.apenergy.2024.124644.
Quan Ouyang, Nourallah Ghaeminezhad, Yang Li, Torsten Wik, and Changfu Zou, "A unified model for active battery equalization systems," IEEE Transactions on Control Systems Technology, vol. 33, no. 2, pp. 685-699, Mar. 2025, doi: 10.1109/TCST.2024.3496439.
Wentao Ma, Jingsong Xue, Yang Li, Peng Guo, Xinhua Liu, Zhongbao Wei, Yiwen Wang, and Badong Chen, "A stable lithium-ion battery SOH estimation framework for suppressing measurement noise with unknown distribution," IEEE Transactions on Transportation Electrification, 2025, doi: 10.1109/TTE.2025.3554735.
Federico Rossi, Cesar Diaz-Londono, Yang Li, Changfu Zou, and Giambattista Gruosso, "Smart electric vehicle charging algorithm to reduce the impact on power grids: A reinforcement learning based methodology," IEEE Open Journal of Vehicular Technology, vol. 6, pp. 1072-1084, Apr. 2025, doi: 10.1109/OJVT.2025.3559237.
Laijin Luo, Yu Wang, Yang Li, and Qiushi Cui, "Degradation capacity spatial-temporal embedding RUL prediction framework for lithium-ion batteries," IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2025, doi: 10.1109/JESTIE.2025.3561664.