[HTML][HTML] Lithium-ion battery data and where to find it
Lithium-ion batteries are fuelling the advancing renewable-energy based world. At the core
of transformational developments in battery design, modelling and management is data. In …
of transformational developments in battery design, modelling and management is data. In …
A continuum of physics-based lithium-ion battery models reviewed
Physics-based electrochemical battery models derived from porous electrode theory are a
very powerful tool for understanding lithium-ion batteries, as well as for improving their …
very powerful tool for understanding lithium-ion batteries, as well as for improving their …
The challenge and opportunity of battery lifetime prediction from field data
Accurate battery life prediction is a critical part of the business case for electric vehicles,
stationary energy storage, and nascent applications such as electric aircraft. Existing …
stationary energy storage, and nascent applications such as electric aircraft. Existing …
How machine learning will revolutionize electrochemical sciences
Electrochemical systems function via interconversion of electric charge and chemical
species and represent promising technologies for our cleaner, more sustainable future …
species and represent promising technologies for our cleaner, more sustainable future …
Accelerated battery lifetime simulations using adaptive inter-cycle extrapolation algorithm
We propose algorithms to speed up physics-based battery lifetime simulations by one to two
orders of magnitude compared to the state-of-the-art. First, we propose a reformulation of the …
orders of magnitude compared to the state-of-the-art. First, we propose a reformulation of the …
A minimal information set to enable verifiable theoretical battery research
Batteries are an enabling technology for addressing sustainability through the electrification
of various forms of transportation 1 and grid storage. 2 Batteries are truly multi-scale, multi …
of various forms of transportation 1 and grid storage. 2 Batteries are truly multi-scale, multi …
From Atoms to Cells: Multiscale Modeling of LiNixMnyCozO2 Cathodes for Li-Ion Batteries
First-generation cathodes for commercial lithium-ion batteries are based on layered
transition-metal oxides. Research on ternary compounds, such as LiCoO2, evolved into …
transition-metal oxides. Research on ternary compounds, such as LiCoO2, evolved into …
Artificial intelligence-navigated development of high-performance electrochemical energy storage systems through feature engineering of multiple descriptor families …
With the increased and rapid development of artificial intelligence-based algorithms coupled
with the non-stop creation of material databases, artificial intelligence (AI) has played a great …
with the non-stop creation of material databases, artificial intelligence (AI) has played a great …
IonMonger 2.0: software for free, fast and versatile simulation of current, voltage and impedance response of planar perovskite solar cells
The second generation of the open-source MATLAB-based software tool IonMonger, for
solving drift–diffusion models of charge transport in planar perovskite solar cells, is …
solving drift–diffusion models of charge transport in planar perovskite solar cells, is …
[HTML][HTML] A Single Particle Model with Electrolyte and Side Reactions for degradation of lithium-ion batteries
FB Planella, WD Widanage - Applied Mathematical Modelling, 2023 - Elsevier
Battery degradation, which is the reduction of performance over time, is one of the main
roadblocks to the wide deployment of lithium-ion batteries. Physics-based models, such as …
roadblocks to the wide deployment of lithium-ion batteries. Physics-based models, such as …