Xuan Liu

The Electrochemical Performance and Applications of Several Popular Lithium-ion Batteries for Electric Vehicles - A Review

Kang Li, Xuan Liu, Xiang Li, 2018 .

Lithium-Ion Battery State-of-Charge Estimator Based on FBG-Based Strain Sensor and Employing Machine Learning

K. Grattan, T. Sun, M. Fabian, 2021, IEEE Sensors Journal.

Real-Time Battery Temperature Monitoring Using FBG Sensors: A Data-Driven Calibration Method

Yezhou Yang, Q. Niu, M. Zheng, 2022, IEEE Sensors Journal.

A hybrid machine learning framework for joint SOC and SOH estimation of lithium-ion batteries assisted with fiber sensor measurements

T. Sun, K. Grattan, Bruno Rente, 2022, Applied Energy.

Energy storage devices in electrified railway systems: A review

Xuan Liu, Kang Li, Kang Li, 2020, Transportation Safety and Environment.

Lithium-ion battery capacity estimation — A pruned convolutional neural network approach assisted with transfer learning

Xuan Liu, Li Zhang, Yihuan Li, 2021 .

Machine Learning Model using a Fiber Bragg Grating-based Sensor System to measure Battery State-of-Charge

T. Sun, Sankhyabrata Bandyopadhyay, M. Fabian, 2022, 27th International Conference on Optical Fiber Sensors.

An Attenuation Analysis Method for Lithium-ion Battery Based on Multi-core Rlevance Vector Machine

Xuan Liu, Jijun Ma, Bo Chen, 2021, 2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC).

Fast battery capacity estimation using convolutional neural networks

Li Zhang, Kang Li, Xuan Liu, 2020, Transactions of the Institute of Measurement and Control.