A data-driven snapshot method for state of health modelling and diagnostics of maritime battery systems

E Vanem, M Bruch, Q Liang, DVR Gonzalez, ØÅ Alnes - 2022 - duo.uio.no
Battery systems are increasingly being used for powering ocean going ships, and the
number of fully electric or hybrid ships relying on battery power for propulsion and …

[PDF][PDF] An accelerated life testing dataset for lithium-ion batteries with constant and variable loading conditions

K Fricke, R Nascimento, M Corbetta… - … of Prognostics and …, 2023 - scholar.archive.org
The development of new modes of transportation, such as electric vertical takeoff and
landing (eVTOL) aircraft and the use of drones for package and medical delivery, has …

Optimized energy management for battery energy storage via multi-use and multi-storage operation

SP Englberger - 2022 - mediatum.ub.tum.de
To curb ongoing global warming, the energy sector must change to increasingly rely on
sustainable generation. Due to their volatile nature, and the premise of balancing electricity …

[HTML][HTML] Enabling accurate and fast large-scale battery simulation using only a 9-cell model with variance based parameters

TL Fantham, DT Gladwin - Journal of Energy Storage, 2022 - Elsevier
For grid-connected batteries consisting of upwards of tens of thousands of cells, it can be
challenging to produce an effective electrical model. Two methods are commonly seen in …

On the feasibility of electrode concentration distribution estimation in single-particle lithium-ion battery models

Z Nozarijouybari, A Allam, S Onori… - IEEE Control Systems …, 2022 - ieeexplore.ieee.org
This letter analyzes the observability of a nonlinear single particle model (SPM) of a lithium-
ion battery. SPMs offer an attractive middle ground between the simplicity of equivalent …

[HTML][HTML] SoC threshold optimization for battery storage in frequency regulation considering uncertainty of SoC measurement and automatic generation control fatigue …

X Liu, X Xu, Q Wu, X Chen, J Wen, W Wang… - International Journal of …, 2022 - Elsevier
The min/max state of charge (SoC) thresholds of battery storage (BS), which challenge the
economics of frequency regulation (FR), have a certain degree of uncertainty and need to be …

Capacity prediction of lithium-ion battery using UKF based on different C-rate

G Kim, S Sin, J Park, I Baek, J Baek… - 2021 24th International …, 2021 - ieeexplore.ieee.org
In this paper, an algorithm is proposed to predict replacement time by estimating the life
span of the lithium-ion batteries applied to ESS (Energy storage systems). The batteries do …

A Semi-Empirical Approach to a Physically Based Aging Model for Home Energy Management Systems

C Miller, M Goutham, X Chen… - … IEEE Conference on …, 2022 - ieeexplore.ieee.org
A growing interest in the study of aging related phenomena in lithium-ion batteries is
propelled by the increasing utilization of energy storage systems in electric vehicles and in …

Data-driven diagnostics and prognostics for modelling the state of health of maritime battery systems–a review

E Vanem, ØÅ Alnes, J Lam - 2021 - duo.uio.no
Battery systems are becoming an increasingly attractive alternative for powering ocean
going ships, and the number of fully electric or hybrid ships relying on battery power for …

Quantifying uncertainty in Li-ion battery aging due to unknown usage with hybrid physics-informed neural networks

R Giorgiani do Nascimento, F Viana… - AIAA SCITECH 2023 …, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-0536. vid Lithium-ion batteries are
a popular choice to electric and hybrid power vehicles. When dealing with safety-critical and …