2024:

[1] LYU Z, WU L, LYU M, et al. Towards an intelligent battery management system for electric vehicle applications: Dataset considerations, algorithmic approaches, and future trends[J]. Journal of Energy Storage, 2024,101: 113827.

[1] LYU Z, TANG Y, WU Z, et al. Online state of health estimation for Li-ion batteries in EVs through a data-fusion-model 

method[J]. Journal of Energy Storage, 2024,100: 113588.

2023:

[1]   Zhiqiang Lyu, Renjing Gao, Li Xiaoyu. A Partial Charging Curve-Based Data-Fusion-Model Method for Capacity Estimation of Li-Ion Battery[J]. Journal of Power Sources, 2021,483: 229131.

[2]   Zhiqiang Lyu, Renjing Gao. A Model‐Based and Data‐Driven Joint Method for State‐of‐Health Estimation of Lithium‐Ion Battery in Electric Vehicles[J]. International Journal of Energy Research, 2019,43: 7956-7969. 

[3]   Zhiqiang Lyu, Renjing Gao, Chen Lin. Li-Ion Battery State of Health Estimation and Remaining Useful Life Prediction through a Model-Data-Fusion Method[J]. IEEE Transactions on Power Electronics, 2021,36(6): 6228-6240. 

[4]   Zhiqiang Lyu, Wang Geng, Renjing Gao. Li-Ion Battery Prognostic and Health Management through an Indirect Hybrid Model[J]. Journal of Energy Storage, 2021,42: 102990.

[5]   Zhiqiang Lyu, Wang Geng, Renjing Gao. Synchronous State of Health Estimation and Remaining Useful Lifetime Prediction of Li-Ion Battery Through Optimized Relevance Vector Machine Framework[J]. Energy, 2022, 251: 123852.

[6]   吕治强, 高仁璟, 黄现国. 基于多核相关向量机优化模型的锂离子电池容量在线估算[J]. 电工技术学报, 2022: 37(13): 33-42. 

[7]   高仁璟, 吕治强, 赵帅, 等. 基于电化学模型的锂离子电池健康状态估算[J]. 北京理工大学学报, 2022;42(8):791-7.

[8]   Zhiqiang Lyu, Wang Geng, Renjing Gao. A semiparametric clustering method for the screening of retired Li-ion batteries from electric vehicles. J Energy Storage. 2023;63:107030.

[9]   Zhiqiang Lyu, Renjing Gao. Li‐Ion Battery State of Health Estimation through Gaussian Process Regression with Thevenin Model[J]. International Journal of Energy Research, 2020,44(13): 10262-10281. 

[10] Wang Geng, Zhiqiang Lyu, Renjing Gao, et al. Optimization method for a moving-coil electromagnetic linear actuator using an improved Macaca thibetana behavior-based hierarchical GA–PSO algorithm[J]. Structural and Multidisciplinary Optimization, 2022,65(9): 252.