38 citations · 92 across the 6 of their papers we have counts for
6 papers
A Practitioner's Guide to Automatic Kernel Search for Gaussian Processes in Battery Applications
Huang Zhang, Xixi Liu, Faisal Altaf +1
Gaussian process (GP) models have been used in a wide range of battery applications, in which different kernels were manually selected with considerable expertise. However, to capt…
A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction
Huang Zhang, Xixi Liu, Faisal Altaf +1
The techno-economic and safety concerns of battery capacity knee occurrence call for developing online knee detection and prediction methods as an advanced battery management syste…
Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios
Muhammad Saeed, Arash Khalatbarisoltani, Zhongwei Deng +4
The reliability, lower computational complexity, and ease of implementation of control observers make them one of the most promising methods for the state estimation of Li-ion batt…
Thermal Modelling of Battery Cells for Optimal Tab and Surface Cooling Control
Godwin K. Peprah, Yicun Huang, Torsten Wik +2
Optimal cooling that minimises thermal gradients and the average temperature is essential for enhanced battery safety and health. This work presents a new modelling approach for ba…
Battery Capacity Knee-Onset Identification and Early Prediction Using Degradation Curvature
Huang Zhang, Faisal Altaf, Torsten Wik
Abrupt capacity fade can have a significant impact on performance and safety in battery applications. To address concerns arising from possible knee occurrence, this work aims for…
Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level
Huang Zhang, Yang Su, Faisal Altaf +2
Battery cycle life prediction using early degradation data has many potential applications throughout the battery product life cycle. For that reason, various data-driven methods h…