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Number of items: 51.
2023
Ren, Yaxing, Liu, Kailong, Grandjean, Thomas R. B., Widanage, Widanalage Dhammika and Marco, James (2023) Current distribution and anode potential modelling in battery modules with a real-world busbar system. IEEE Transportation in Transportation Electronics, 9 (4). pp. 4862-4875. doi:10.1109/TTE.2022.3212313 ISSN 2332-7782.
Xie, Yi, Li, Wei, Hu, Xiaosong, Tran, Manh-Kien, Panchal, Satyam, Fowler, Michael and Liu, Kailong (2023) Co-estimation of SOC and three-dimensional SOT for lithium-ion batteries based on distributed spatial-temporal online correction. IEEE Transactions on Industrial Electronics, 70 (6). pp. 5937-5948. doi:10.1109/tie.2022.3199905 ISSN 0278-0046.
Zhang, Fengqi, Xiao, Lehua, Coskun, Serdar, Pang, Hui, Xie, Shaobo, Liu, Kailong and Cui, Yahui (2023) Comparative study of energy management in parallel hybrid electric vehicles considering battery ageing. Energy, 264 . 123219. doi:10.1016/j.energy.2022.123219 ISSN 0360-5442.
Hu, Tianyu, Ma, Huimin, Sun, Hongbin and Liu, Kailong (2023) Electrochemical-theory-guided modelling of the conditional Generative Adversarial Network for battery calendar ageing forecast. IEEE Journal of Emerging and Selected Topics in Power Electronics, 11 (1). pp. 67-77. doi:10.1109/JESTPE.2022.3154785 ISSN 2168-6777.
Li, Wei, Xie, Yi, Liu, Kailong, Yang, Rui, Chen, Bin and Zhang, Yangjun (2023) An enhanced thermal model with virtual resistance technique for pouch batteries at low temperature and high current rates. IEEE Journal of Emerging and Selected Topics in Power Electronics, 11 (1). pp. 44-56. doi:10.1109/JESTPE.2021.3127892 ISSN 2168-6777.
Du, Xinghao, Meng, Jinhao, Liu, Kailong, Zhang, Yingmin, Wang, Shunli, Peng, Jichang and Liu, Tianqi (2023) Online identification of lithium-ion battery model parameters with initial value uncertainty and measurement noise. Chinese Journal of Mechanical Engineering, 36 (1). 7. doi:10.1186/s10033-023-00846-0 ISSN 1000-9345.
Liu, Kailong, Peng, Qiao, Teodorescu, Remus and Foley, Aoife M. (2023) Knowledge-guided data-driven model with transfer concept for battery calendar ageing trajectory prediction. IEEE/CAA Journal of Automatica Sinica, 10 (1). pp. 272-274. ISSN 2329-9274 doi:10.1109/jas.2023.123036
Hu, Tianyu, Ma, Huimin, Liu, Kailong and Sun, Hongbin (2023) Lithium-ion battery calendar health prognostics based on knowledge-data-driven attention. IEEE Transactions on Industrial Electronics, 70 (1). pp. 407-417. doi:10.1109/TIE.2022.3148743 ISSN 0278-0046.
2022
Liu, Kailong, Peng, Qiao, Sun, Hongbin, Fei, Minrui, Ma, Huimin and Hu, Tianyu (2022) A transferred recurrent neural network for battery calendar health prognostics of energy-transportation systems. IEEE Transactions on Industrial Informatics, 18 (11). pp. 8172-8181. doi:10.1109/TII.2022.3145573 ISSN 1551-3203.
Xie, Yi, Yang, Rui, Li, Wei, Liu, Kailong, Chen, Bin, Qian, Yuping and Zhang, Yangjun (2022) A comprehensive study on influence of battery thermal behavior on degradation and consistency. IEEE Transactions on Transportation Electrification, 8 (3). pp. 3707-3724. doi:10.1109/TTE.2022.3148335 ISSN 2372-2088.
Tang, Xiaopeng, Gao, Furong, Liu, Kailong, Liu, Qi and Foley, Aoife M. (2022) A balancing current ratio based state-of-health estimation solution for lithium-ion battery pack. IEEE Transactions on Industrial Electronics, 69 (8). pp. 8055-8065. doi:10.1109/tie.2021.3108715 ISSN 0278-0046.
Liu, Kailong, Gao, Yizhao, Zhu, Chong, Li, Kang, Fei, Minrui, Peng, Chen, Zhang, Xi and Han, Qing-Long (2022) Electrochemical modeling and parameterization towards control-oriented management of lithium-ion batteries. Control Engineering Practice, 124 . 105176. doi:10.1016/j.conengprac.2022.105176 ISSN 0967-0661.
Liu, Kailong, Niri, Mona Faraji, Apachitei, Geanina, Lain, Michael J., Greenwood, David G. and Marco, James (2022) Interpretable machine learning for battery capacities prediction and coating parameters analysis. Control Engineering Practice, 124 . 105202. doi:10.1016/j.conengprac.2022.105202 ISSN 0967-0661.
Wang, LiHua, Cui, YaHui, Zhang, FengQi, Coskun, Serdar, Liu, Kailong and Li, GuangLei (2022) Stochastic speed prediction for connected vehicles using improved bayesian networks with back propagation. Science China Technological Sciences, 65 . 1524-1536 . doi:10.1007/s11431-021-2037-8 ISSN 1674-7321.
Liu, Kailong, Wei, Zhongbao, Zhang, Chenghui, Shang, Yunlong, Teodorescu, Remus and Han, Qing-Long (2022) Towards long lifetime battery : AI-based manufacturing and management. IEEE/CAA Journal of Automatica Sinica, 9 (7). pp. 1139-1165. doi:10.1109/jas.2022.105599 ISSN 2329-9274.
Liu, Kailong, Tang, Xiaopeng, Teodorescu, Remus, Gao, Furong and Meng, Jinhao (2022) Future ageing trajectory prediction for lithium-ion battery considering the knee point effect. IEEE Transactions on Energy Conversion, 37 (2). pp. 1282-1291. doi:10.1109/TEC.2021.3130600 ISSN 0885-8969.
Liu, Kailong, Li, Ji, Zhu, Chong, Chen, Tao, Li, Kang, Zhou, Quan and Xu, Hongming (2022) Electrothermally-aware multi-objective modular design : a case study on series-parallel hybrid propulsion systems. In: 2022 IEEE 5th International Electrical and Energy Conference (CIEEC), Nangjing, China, 27-29 May 2022 ISBN 9781665411042. doi:10.1109/cieec54735.2022.9845925
Gao, Yizhao, Liu, Kailong, Zhu, Chong, Zhang, Xi and Zhang, Dong (2022) Co-estimation of state-of-charge and state-of-health for lithium-ion batteries using an enhanced electrochemical model. IEEE Transactions on Industrial Electronics, 69 (3). pp. 2684-2696. doi:10.1109/TIE.2021.3066946 ISSN 0278-0046.
Shahjalal, Mohammad, Roy, Probir Kumar, Shams, Tamanna, Fly, Ashley, Chowdhury, Jahedul Islam, Ahmed, Md. Rishad and Liu, Kailong (2022) A review on second-life of Li-ion batteries : prospects, challenges, and issues. Energy, 241 . 122881. doi:10.1016/j.energy.2021.122881 ISSN 0360-5442.
Liu, Kailong, Peng, Qiao, Li, Kang and Chen, Tao (2022) Data-based interpretable modeling for property forecasting and sensitivity analysis of Li-ion battery electrode. Automotive Innovation . doi:10.1007/s42154-021-00169-7 ISSN 2096-4250.
Zhang, Ye Shui, Courtier, Nicola E., Zhang, Zhenyu, Liu, Kailong, Bailey, Josh J., Boyce, Adam M., Richardson, Giles, Shearing, Paul R., Kendrick, Emma and Brett, Dan J. L. (2022) A review of lithiumβion battery electrode drying : mechanisms and metrology. Advanced Energy Materials, 12 (2). 2102233. doi:10.1002/aenm.202102233 ISSN 1614-6832.
Faraji Niri, Mona, Liu, Kailong, Apachitei, Geanina, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2022) Quantifying key factors for optimised manufacturing of Li-ion battery anode and cathode via artificial intelligence. Energy and AI, 100 . 100129. doi:10.1016/j.egyai.2021.100129
2021
Liu, Kailong, Hu, Xiaosong, Zhou, Huiyu, Tong, Lei, Widanage, Widanalage Dhammika and Marco, James (2021) Feature analyses and modelling of lithium-ion batteries manufacturing based on random forest classification. IEEE/ASME Transactions on Mechatronics, 26 (6). pp. 2944-2955. doi:10.1109/TMECH.2020.3049046 ISSN 1083-4435.
Niri, Mona Faraji, Liu, Kailong, Apachitei, Geanina, Ramirez, Luis Roman, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2021) Machine learning for optimised and clean Li-ion battery manufacturing : revealing the dependency between electrode and cell characteristics. Journal of Cleaner Production, 324 . 129272. doi:10.1016/j.jclepro.2021.129272 ISSN 0959-6526.
Faraji Niri, Mona, Liu, Kailong, Apachitei, Geanina, Roman Ramirez, Luis, Lain, Michael J., Widanage, Widanalage Dhammika and Marco, James (2021) Machine-learning for Li-Ion battery capacity prediction in manufacturing process. In: 240th ECS Meeting, Virtual conference, 10-14 Oct 2021. Published in: ECS Transactions (ECST)
Faraji Niri, Mona, Liu, Kailong, Apachitei, Geanina, Roman Ramirez, Luis, Widanage, Widanalage Dhammika and Marco, James (2021) Data mining for quality prediction of battery in manufacturing process : Cathode coating process. In: International Conference on Applied Energy 2020, Bangkok, Thailand; Virtual, 1-10 Dec 2020. Published in: Proceedings of 12th International Conference on Applied Energy, 2020, 11 (3). ISBN 9789198673821.
Liu, Kailong, Shang, Yunlong, Ouyang, Quan and Widanage, Widanalage Dhammika (2021) A data-driven approach with uncertainty quantification for predicting future capacities and remaining useful life of lithium-ion battery. IEEE Transactions on Industrial Electronics, 68 (4). pp. 3170-3180. doi:10.1109/TIE.2020.2973876 ISSN 0278-0046.
Liu, Kailong, Li, Kang and Chen, Tao (2021) Interpretable sensitivity analysis and electrode porosity classification for li-ion battery smart manufacturing. In: 2021 IEEE Sustainable Power and Energy Conference (iSPEC), Nanjing, China, 23-25 Dec 2021 pp. 3653-3658. ISBN 9781665414395. doi:10.1109/iSPEC53008.2021.9735647
2020
Liu, Kailong, Yang, Zhile, Tang, Xiaopeng and Cao, Wenping (2020) Automotive battery equalizers based on joint switched-capacitor and Buck-Boost converters. IEEE Transactions on Vehicular Technology, 69 (11). 12716 -12724. doi:10.1109/TVT.2020.3019347 ISSN 0018-9545.
Liu, Kailong, Ashwin, T. R., Hu, Xiaosong, Lucu, Mattin and Widanage, Widanalage Dhammika (2020) An evaluation study of different modelling techniques for calendar ageing prediction of lithium-ion batteries. Renewable and Sustainable Energy Reviews , 131 . 110017. doi:10.1016/j.rser.2020.110017 ISSN 1364-0321.
Lucu, M., Martinez-Laserna, E., Gandiaga, I., Liu, Kailong, Camblong, H., Widanage, Widanalage Dhammika and Marco, James (2020) Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data - Part B : cycling operation. Journal of Energy Storage, 30 . 101410. doi:10.1016/j.est.2020.101410 ISSN 2352-152X.
Lucu, M., Martinez-Laserna, E., Gandiaga, I., Liu, Kailong, Camblong, H., Widanage, Widanalage Dhammika and Marco, James (2020) Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data β Part A : storage operation. Journal of Energy Storage, 30 . 101409. doi:10.1016/j.est.2020.101409 ISSN 2352-152X.
Shang, Yunlong, Liu, Kailong, Cui, Naxin, Wang, Nan, Li, Ke and Zhang, Chenghui (2020) A compact resonant switched-capacitor heater for lithium-ion battery self-heating at low temperatures. IEEE Transactions on Power Electronics, 35 (7). pp. 7134-7144. doi:10.1109/TPEL.2019.2954703 ISSN 0885-8993.
Liu, Kailong, Li, Yi, Hu, Xiaosong, Lucu, Mattin and Widanage, Widanalage Dhammika (2020) Gaussian process regression with automatic relevance determination kernel for calendar aging prediction of lithium-ion batteries. IEEE Transactions on Industrial Informatics, 16 (6). pp. 3767-3777. doi:10.1109/TII.2019.2941747 ISSN 1551-3203.
Tang, Xiaopeng, Liu, Kailong, Wang, Xin, Gao, Furong, Marco, James and Widanage, Widanalage Dhammika (2020) Model migration neural network for predicting battery aging trajectories. IEEE Transactions on Transportation Electrification, 6 (2). pp. 363-374. doi:10.1109/TTE.2020.2979547 ISSN 2372-2088.
Feng, Fei, Hu, Xiaosong, Liu, Kailong, Che, Yunhong, Linc, Xianke, Jin, Guoqing and Liu, Bo (2020) A practical and comprehensive evaluation method for series-connected battery pack models. IEEE Transactions on Transportation Electrification, 6 (2). pp. 391-416. doi:10.1109/TTE.2020.2983846 ISSN 2372-2088.
Ouyang, Quan, Wang, Zhisheng, Liu, Kailong, Xu, Guotuan and Li, Yue (2020) Optimal charging control for lithium-ion battery packs : a distributed average tracking approach. IEEE Transactions on Industrial Informatics, 16 (5). pp. 3430-3438. doi:10.1109/TII.2019.2951060 ISSN 1551-3203.
Shang, Yunlong, Liu, Kailong, Cui, Naxin, Zhang, Qi and Zhang, Chenghui (2020) A sine-wave heating circuit for automotive battery self-heating at subzero temperatures. IEEE Transactions on Industrial Informatics, 16 (5). pp. 3355-3365. doi:10.1109/TII.2019.2923446 ISSN 1551-3203.
Feng, Fei, Teng, Sangli, Liu, Kailong, Xie, Jiale, Xie, Yi, Liu, Bo and Li, Kexin (2020) Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model. Journal of Power Sources, 455 . 227935. doi:10.1016/j.jpowsour.2020.227935 ISSN 0378-7753.
2019
Liu, Kailong, Hu, Xiaosong, Wei, Zhongbao, Li, Yi and Jiang, Yan (2019) Modified Gaussian process regression models for cyclic capacity prediction of lithium-ion batteries. IEEE Transactions on Transportation Electrification, 5 (4). pp. 1225-1236. doi:10.1109/TTE.2019.2944802 ISSN 2372-2088.
Tang, Xiaopeng, Liu, Kailong, Wang, Xin, Liu, Boyang, Gao, Furong and Widanage, Widanalage Dhammika (2019) Real-time aging trajectory prediction using a base model-oriented gradient-correction particle filter for Lithium-ion batteries. Journal of Power Sources, 440 . 227118. doi:10.1016/j.jpowsour.2019.227118 ISSN 0378-7753.
Li, Yi, Liu, Kailong, Foley, Aoife M., ZΓΌlke , Alana, Berecibar, Maitane, Nanini-Maury, Elise, Van Mierlo, Joeri and Hoster, Harry E. (2019) Data-driven health estimation and lifetime prediction of lithium-ion batteries : a review. Renewable and Sustainable Energy Reviews , 113 . 109254. doi:10.1016/j.rser.2019.109254 ISSN 1364-0321.
Hu, Xiaosong, Feng, Fei, Liu, Kailong, Zhang, Lei, Xie, Jiale and Liu, Bo (2019) State estimation for advanced battery management : key challenges and future trends. Renewable and Sustainable Energy Reviews , 114 . 109334. doi:10.1016/j.rser.2019.109334 ISSN 1364-0321.
Liu, Kailong, Hu, Xiaosong, Yang, Zhile, Xie, Yi and Feng, Shengzhong (2019) Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation. Energy Conversion and Management, 195 . pp. 167-179. doi:10.1016/j.enconman.2019.04.065 ISSN 0196-8904.
Yang, Zhile, Liu, Kailong, Fan, Jianping, Guo, Yuanjun, Niu, Qun and Zhang, Jianhua (2019) A novel binary/real-valued pigeon-inspired optimization for economic/environment unit commitment with renewables and plug-in vehicles. Science China Information Sciences, 62 (7). ISSN 1674-733X doi:10.1007/s11432-018-9730-4
Liu, Kailong, Li, Kang, Peng, Qiao and Zhang, Cheng (2019) A brief review on key technologies in the battery management system of electric vehicles. Frontiers of Mechanical Engineering, 14 (1). pp. 47-64. doi:10.1007/s11465-018-0516-8 ISSN 2095-0233.
2018
Liu, Kailong, Zou, Changfu, Li, Kang and Wik, Torsten (2018) Charging pattern optimization for lithium-ion batteries with an electrothermal-aging model. IEEE Transactions on Industrial Informatics, 14 (12). pp. 5463-5474. doi:10.1109/TII.2018.2866493 ISSN 1551-3203.
Liu, Kailong, Li, Kang, Peng, Qiao, Guo, Yuanjun and Zhang, Li (2018) Data-driven hybrid internal temperature estimation approach for battery thermal management. Complexity, 2018 . 9642892 . doi:10.1155/2018/9642892 ISSN 1076-2787.
Liu, Kailong, Li, Kang, Ma, Haiping, Zhang, Jianhua and Peng, Qiao (2018) Multi-objective optimization of charging patterns for lithium-ion battery management. Energy Conversion and Management, 159 . pp. 151-162. doi:10.1016/j.enconman.2017.12.092 ISSN 0196-8904.
2017
Liu, Kailong, Li, Kang and Zhang, Cheng (2017) Constrained generalized predictive control of battery charging process based on a coupled thermoelectric model. Journal of Power Sources, 347 . pp. 145-158. doi:10.1016/j.jpowsour.2017.02.039 ISSN 0378-7753.
Liu, Kailong, Li, Kang, Yang, Zhile, Zhang, Cheng and Deng, Jing (2017) An advanced Lithium-ion battery optimal charging strategy based on a coupled thermoelectric model. Electrochimica Acta, 225 . pp. 330-344. doi:10.1016/j.electacta.2016.12.129 ISSN 0013-4686.
This list was generated on Wed Apr 24 18:21:11 2024 BST.