4 citations · 5 across the 11 of their papers we have counts for
5 papers · 1 filter
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…
Spectral Analysis of Approximated Capacity Fade Curvature for Lithium-Ion Batteries
Huang Zhang, Torsten Wik
The techno-economic benefits of incorporating battery degradation into advanced control strategies necessitate the development of degradation diagnosis as an advanced function in b…
Online Aging-Aware Energy Optimization for Vehicle-Home-Grid Integration
Francesco Popolizio, Torsten Wik, Chih Feng Lee +1
This paper investigates the economic impact of vehicle-home-grid integration through an online optimization algorithm that manages energy flows between an electric vehicle, a house…
Smart Sensing Breaks the Accuracy Barrier in Battery State Monitoring
Xiaolei Bian, Changfu Zou, Björn Fridholm +2
Accurate state-of-charge (SOC) estimation is essential for optimizing battery performance, ensuring safety, and maximizing economic value. Conventional current and voltage measurem…
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…