Kailong Liu
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Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review
Y Li, K Liu, AM Foley, A Zülke, M Berecibar, E Nanini-Maury, J Van Mierlo, ...
Renewable and sustainable energy reviews 113, 109254, 2019
State estimation for advanced battery management: Key challenges and future trends
X Hu, F Feng, K Liu, L Zhang, J Xie, B Liu
Renewable and Sustainable Energy Reviews 114, 109334, 2019
A brief review on key technologies in the battery management system of electric vehicles
K Liu, K Li, Q Peng, C Zhang
Frontiers of mechanical engineering 14, 47-64, 2019
A data-driven approach with uncertainty quantification for predicting future capacities and remaining useful life of lithium-ion battery
K Liu, Y Shang, Q Ouyang, WD Widanage
IEEE Transactions on Industrial Electronics 68 (4), 3170-3180, 2020
Advanced fault diagnosis for lithium-ion battery systems: A review of fault mechanisms, fault features, and diagnosis procedures
X Hu, K Zhang, K Liu, X Lin, S Dey, S Onori
IEEE Industrial Electronics Magazine 14 (3), 65-91, 2020
Gaussian process regression with automatic relevance determination kernel for calendar aging prediction of lithium-ion batteries
K Liu, Y Li, X Hu, M Lucu, WD Widanage
IEEE Transactions on Industrial Informatics 16 (6), 3767-3777, 2019
Modified Gaussian process regression models for cyclic capacity prediction of lithium-ion batteries
K Liu, X Hu, Z Wei, Y Li, Y Jiang
IEEE Transactions on Transportation Electrification 5 (4), 1225-1236, 2019
A review on second-life of Li-ion batteries: Prospects, challenges, and issues
M Shahjalal, PK Roy, T Shams, A Fly, JI Chowdhury, MR Ahmed, K Liu
Energy 241, 122881, 2022
Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model
F Feng, S Teng, K Liu, J Xie, Y Xie, B Liu, K Li
Journal of Power Sources 455, 227935, 2020
Charging pattern optimization for lithium-ion batteries with an electrothermal-aging model
K Liu, C Zou, K Li, T Wik
IEEE transactions on industrial informatics 14 (12), 5463-5474, 2018
Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation
K Liu, X Hu, Z Yang, Y Xie, S Feng
Energy conversion and management 195, 167-179, 2019
Model migration neural network for predicting battery aging trajectories
X Tang, K Liu, X Wang, F Gao, J Macro, WD Widanage
IEEE Transactions on Transportation Electrification 6 (2), 363-374, 2020
Battery-involved energy management for hybrid electric bus based on expert-assistance deep deterministic policy gradient algorithm
J Wu, Z Wei, K Liu, Z Quan, Y Li
IEEE Transactions on Vehicular Technology 69 (11), 12786-12796, 2020
Feature analyses and modeling of lithium-ion battery manufacturing based on random forest classification
K Liu, X Hu, H Zhou, L Tong, WD Widanage, J Marco
IEEE/ASME Transactions on Mechatronics 26 (6), 2944-2955, 2021
Towards long lifetime battery: AI-based manufacturing and management
K Liu, Z Wei, C Zhang, Y Shang, R Teodorescu, QL Han
IEEE/CAA Journal of Automatica Sinica 9 (7), 1139-1165, 2022
Co-estimation of state-of-charge and state-of-health for lithium-ion batteries using an enhanced electrochemical model
Y Gao, K Liu, C Zhu, X Zhang, D Zhang
IEEE Transactions on Industrial Electronics 69 (3), 2684-2696, 2021
Constrained generalized predictive control of battery charging process based on a coupled thermoelectric model
K Liu, K Li, C Zhang
Journal of Power Sources 347, 145-158, 2017
Optimal charging control for lithium-ion battery packs: A distributed average tracking approach
Q Ouyang, Z Wang, K Liu, G Xu, Y Li
IEEE Transactions on Industrial Informatics 16 (5), 3430-3438, 2019
An evaluation study of different modelling techniques for calendar ageing prediction of lithium-ion batteries
K Liu, TR Ashwin, X Hu, M Lucu, WD Widanage
Renewable and Sustainable Energy Reviews 131, 110017, 2020
A novel competitive swarm optimized RBF neural network model for short-term solar power generation forecasting
Z Yang, M Mourshed, K Liu, X Xu, S Feng
Neurocomputing 397, 415-421, 2020
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