Kailong Liu

49 papers B 1C 1Journal 43Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data - Part A: Storage operation.
CoRR
Mattin Lucu, Egoitz Martinez-Laserna, Iñigo Gandiaga, Kailong Liu, Haritza Camblong, Widanalage Dhammika Widanage, James Marco
2026 J jnl
Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data - Part B: Cycling operation.
CoRR
Mattin Lucu, Egoitz Martinez-Laserna, Iñigo Gandiaga, Kailong Liu, Haritza Camblong, Widanalage Dhammika Widanage, James Marco
2026 J jnl
Short-Circuit Diagnosis of Lithium-Ion Batteries Using Deep Isolation Forest in Energy Power Systems.
IEEE Trans. Ind. Electron.
Shiwen Zhao, Qiao Peng, Heng Li, Yue Wu, Kailong Liu
2025 J jnl
A Novel Event-Triggered Secondary Control Strategy for Microgrid With Semi-Markov Switching Topologies.
IEEE CAA J. Autom. Sinica
Jiancheng Zhang, Chao Qin, Kailong Liu, Qiao Peng
2025 J jnl
An Ultrasonic Wave-Based Method for Efficient State-of-Health Estimation of Li-Ion Batteries.
IEEE Trans. Ind. Electron.
Kailong Liu, Yuhang Liu, Shiwen Zhao, Xiaoyu Li, Qiao Peng
2025 J jnl
Cloud-Based Li-ion Battery Anomaly Detection, Localization and Classification.
IEEE Trans. Ind. Informatics
Aihua Tang, Zikang Wu, Yuchen Xu, Kailong Liu, Quanqing Yu
2025 J jnl
Coating Feature Analysis and Capacity Prediction for Digitalization of Battery Manufacturing: An Interpretable AI Solution.
IEEE Trans. Syst. Man Cybern. Syst.
Qiao Peng, Yuhang Liu, Yang Jin, Xiao-Guang Yang, Rui Wang, Kailong Liu
2025 J jnl
Efficient Knowledge-Guided Self-Evolving Intelligent Behavioral Control for Autonomous Vehicles.
IEEE CAA J. Autom. Sinica
Qiao Peng, Kailong Liu, Jingda Wu, Amir Khajepour
2025 J jnl
Energy-Efficient Resource Allocation Under Imperfect Channel Estimation for NOMA-Assisted Heterogeneous Networks With Wireless Backhaul.
IEEE Trans. Wirel. Commun.
Jingya Ma, Hongyuan Gao, Yun Lin, Lishuai Zhao, Kailong Liu
2025 J jnl
Evolutionary Multiobjective Optimization for Large-Scale Portfolio Selection With Both Random and Uncertain Returns.
IEEE Trans. Evol. Comput.
Weilong Liu, Yong Zhang, Kailong Liu, Barry Quinn, Xingyu Yang, Qiao Peng
2025 J jnl
Fast Characterization of Lithium-Ion Battery Impedance and Nonlinearity Using Optimized Multisine Perturbation Signal.
IEEE Trans. Ind. Electron.
Chuanxin Fan, Kui Zhang, Qiao Peng, Jinpeng Tian, Kailong Liu, C. Y. Chung
2025 J jnl
Inference of Historical Abusive Operations on Li-Ion Batteries Using Series Voltage Synchronicity.
IEEE Trans. Reliab.
Jiale Xie, Yuankai Li, Zongshang Hou, Kailong Liu, Fei Feng
2025 J jnl
Interpretable Data-Driven Learning with Fast Ultrasonic Detection for Battery Health Estimation.
IEEE CAA J. Autom. Sinica
Kailong Liu, Yuhang Liu, Qiao Peng, Naxin Cui, Chenghui Zhang
2025 J jnl
Prior-Data Fitted Network with Impedance Spectroscopy for Smart Short Circuit Diagnosis in Sodium-Ion Batteries of Power Systems.
IEEE CAA J. Autom. Sinica
Kailong Liu, Shiwen Zhao, Qiao Peng, Jiayue Wang, Bin Duan, Xiangjun Li, Chenghui Zhang
2025 J jnl
Understanding document images by introducing explicit semantic information and short-range information interaction.
Image Vis. Comput.
Yufeng Cheng, Dongxue Wang, Shuang Bai, Jingkai Ma, Chen Liang, Kailong Liu, Tao Deng
2024 J jnl
A Health-Aware AC Heating Strategy With Lithium Plating Criterion for Batteries at Low Temperatures.
IEEE Trans. Ind. Informatics
Yi Xie, Wei Li, Ziyou Song, Bin Chen, Kailong Liu, Rui Yang, Yangjun Zhang
2024 J jnl
A Precise Minor-Fault Diagnosis Method for Lithium-Ion Batteries Based on Phase Plane Sample Entropy.
IEEE Trans. Ind. Electron.
Xin Gu, Jinglun Li, Kailong Liu, Yuhao Zhu, Xuewen Tao, Yunlong Shang
2024 J jnl
An Early Fault Diagnostic Method Based on Anomaly Cumulation for Power Batteries.
IEEE Trans. Ind. Electron.
Jinglun Li, Yunlong Shang, Xin Gu, Kailong Liu, Yue Wang, Chenghui Zhang
2024 J jnl
An Intelligent Preheating Approach Based on High-Gain Control for Lithium-Ion Batteries in Extremely Cold Environment.
IEEE Trans. Ind. Electron.
Yunlong Shang, Guicheng Chen, Qiao Peng, Tao Zhu, Kailong Liu
2024 J jnl
Explainable Neural Network for Sensitivity Analysis of Lithium-Ion Battery Smart Production.
IEEE CAA J. Autom. Sinica
Kailong Liu, Qiao Peng, Yuhang Liu, Naxin Cui, Chenghui Zhang
2023 C conf
A Physical-Data Fusion Framework for Lithium-ion Battery SOC Estimation.
IECON
Bingzhe Fu, Yihuan Li, Kailong Liu, Wei Lin
2023 J jnl
An Internal Heating Strategy for Lithium-Ion Batteries Without Lithium Plating Based on Self-Adaptive Alternating Current Pulse.
IEEE Trans. Veh. Technol.
Wei Li, Yi Xie, Xiaosong Hu, Manh-Kien Tran, Michael Fowler, Satyam Panchal, Jintao Zheng, Kailong Liu
2023 J jnl
Coestimation of SOC and Three-Dimensional SOT for Lithium-Ion Batteries Based on Distributed Spatial-Temporal Online Correction.
IEEE Trans. Ind. Electron.
Yi Xie, Wei Li, Xiaosong Hu, Manh-Kien Tran, Satyam Panchal, Michael Fowler, Yangjun Zhang, Kailong Liu
2023 J jnl
Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory Prediction.
IEEE CAA J. Autom. Sinica
Kailong Liu, Qiao Peng, Remus Teodorescu, Aoife M. Foley
2023 J jnl
Lithium-Ion Battery Calendar Health Prognostics Based on Knowledge-Data-Driven Attention.
IEEE Trans. Ind. Electron.
Tianyu Hu, Huimin Ma, Kailong Liu, Hongbin Sun
2023 J jnl
Wind power regression prediction based on stacked LSTMs with attention mechanisms for evaluating technological improvement effects of wind turbines.
J. Intell. Fuzzy Syst.
Lingxing Kong, Kailong Liu, Deyi Fu, Boyong Liu, Jingkai Ma, Huini Sun, Shuang Bai
2022 J jnl
A Balancing Current Ratio Based State-of-Health Estimation Solution for Lithium-Ion Battery Pack.
IEEE Trans. Ind. Electron.
Xiaopeng Tang, Furong Gao, Kailong Liu, Qi Liu, Aoife M. Foley
2022 J jnl
A Transferred Recurrent Neural Network for Battery Calendar Health Prognostics of Energy-Transportation Systems.
IEEE Trans. Ind. Informatics
Kailong Liu, Qiao Peng, Hongbin Sun, Minrui Fei, Huimin Ma, Tianyu Hu
2022 J jnl
Co-Estimation of State-of-Charge and State-of- Health for Lithium-Ion Batteries Using an Enhanced Electrochemical Model.
IEEE Trans. Ind. Electron.
Yizhao Gao, Kailong Liu, Chong Zhu, Xi Zhang, Dong Zhang
2022 J jnl
Self-Attention-Based Machine Theory of Mind for Electric Vehicle Charging Demand Forecast.
IEEE Trans. Ind. Informatics
Tianyu Hu, Huimin Ma, Hao Liu, Hongbin Sun, Kailong Liu
2022 J jnl
Towards Long Lifetime Battery: AI-Based Manufacturing and Management.
IEEE CAA J. Autom. Sinica
Kailong Liu, Zhongbao Wei, Chenghui Zhang, Yunlong Shang, Remus Teodorescu, Qing-Long Han
2021 J jnl
A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery.
IEEE Trans. Ind. Electron.
Kailong Liu, Yunlong Shang, Quan Ouyang, Widanalage Dhammika Widanage
2021 J jnl
Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification.
CoRR
Kailong Liu, Xiaosong Hu, Huiyu Zhou, Lei Tong, Widanalage Dhammika Widanage, James Marco
2021 J jnl
Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-ion Batteries.
CoRR
Kailong Liu, Xiaosong Hu, Zhongbao Wei, Yi Li, Yan Jiang
2021 J jnl
Recovering large-scale battery aging dataset with machine learning.
Patterns
Xiaopeng Tang, Kailong Liu, Kang Li, Widanalage Dhammika Widanage, Emma Kendrick, Furong Gao
2020 J jnl
A Sine-Wave Heating Circuit for Automotive Battery Self-Heating at Subzero Temperatures.
IEEE Trans. Ind. Informatics
Yunlong Shang, Kailong Liu, Naxin Cui, Qi Zhang, Chenghui Zhang
2020 J jnl
A novel competitive swarm optimized RBF neural network model for short-term solar power generation forecasting.
Neurocomputing
Zhile Yang, Monjur M. Mourshed, Kailong Liu, Xinzhi Xu, Shengzhong Feng
2020 J jnl
Automotive Battery Equalizers Based on Joint Switched-Capacitor and Buck-Boost Converters.
IEEE Trans. Veh. Technol.
Kailong Liu, Zhile Yang, Xiaopeng Tang, Wenping Cao
2020 J jnl
Battery-Involved Energy Management for Hybrid Electric Bus Based on Expert-Assistance Deep Deterministic Policy Gradient Algorithm.
IEEE Trans. Veh. Technol.
Jingda Wu, Zhongbao Wei, Kailong Liu, Zhongyi Quan, Yunwei Li
2020 J jnl
Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries.
IEEE Trans. Ind. Informatics
Kailong Liu, Yi Li, Xiaosong Hu, Mattin Lucu, Widanalage Dhammika Widanage
2020 J jnl
Optimal Charging Control for Lithium-Ion Battery Packs: A Distributed Average Tracking Approach.
IEEE Trans. Ind. Informatics
Quan Ouyang, Zhisheng Wang, Kailong Liu, Guotuan Xu, Yue Li
2020 — conf
The HITSZ TTS system for Blizzard challenge 2020.
Blizzard Challenge / Voice Conversion Challenge
Huhao Fu, Yiben Zhang, Kailong Liu, Chao Liu
2019 J jnl
A novel binary/real-valued pigeon-inspired optimization for economic/environment unit commitment with renewables and plug-in vehicles.
Sci. China Inf. Sci.
Zhile Yang, Kailong Liu, Jianping Fan, Yuanjun Guo, Qun Niu, Jianhua Zhang
2018 J jnl
Charging Pattern Optimization for Lithium-Ion Batteries With an Electrothermal-Aging Model.
IEEE Trans. Ind. Informatics
Kailong Liu, Changfu Zou, Kang Li, Torsten Wik
2018 J jnl
Data-Driven Hybrid Internal Temperature Estimation Approach for Battery Thermal Management.
Complex.
Kailong Liu, Kang Li, Qiao Peng, Yuanjun Guo, Li Zhang
2017 — conf
Heuristic Based Terminal Iterative Learning Control of ISBM Reheating Processes.
LSMS/ICSEE (2)
Ziqi Yang, Zhile Yang, Kang Li, Wasif Naeem, Kailong Liu
2017 — conf
Optimal Battery Charging Strategy Based on Complex System Optimization.
LSMS/ICSEE (3)
Haiping Ma, Pengcheng You, Kailong Liu, Zhile Yang, Minrui Fei
2016 B conf
Battery optimal charging strategy based on a coupled thermoelectric model.
CEC
Kailong Liu, Kang Li, Zhile Yang, Cheng Zhang, Jing Deng
2016 — conf
Modeling of Organic Rankine Cycle for waste heat recovery using RBF neural networks.
SSCI
Kailong Liu, Kang Li, Jianhua Zhang, Mingming Lin