A continuum of physics-based lithium-ion battery models reviewed

F Brosa Planella, W Ai, AM Boyce, A Ghosh… - Progress in …, 2022 - iopscience.iop.org
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 …

Python battery mathematical modelling (PyBaMM)

V Sulzer, SG Marquis, R Timms, M Robinson… - Journal of Open …, 2021 - ora.ox.ac.uk
As the UK battery modelling community grows, there is a clear need for software that uses
modern software engineering techniques to facilitate cross-institutional collaboration and …

Predicting battery end of life from solar off-grid system field data using machine learning

A Aitio, DA Howey - Joule, 2021 - cell.com
Hundreds of millions of people lack access to electricity. Decentralized solar-battery systems
are key for addressing this while avoiding carbon emissions and air pollution but are …

Multiscale lithium-battery modeling from materials to cells

G Li, CW Monroe - Annual review of chemical and biomolecular …, 2020 - annualreviews.org
New experimental technology and theoretical approaches have advanced battery research
across length scales ranging from the molecular to the macroscopic. Direct observations of …

[HTML][HTML] Composition-dependent thermodynamic and mass-transport characterization of lithium hexafluorophosphate in propylene carbonate

T Hou, CW Monroe - Electrochimica Acta, 2020 - Elsevier
A complete set of thermodynamic and mass-transport properties is determined for solutions
of LiPF 6 in propylene carbonate at 25° C, elucidating the composition dependences of six …

Accelerated battery lifetime simulations using adaptive inter-cycle extrapolation algorithm

V Sulzer, P Mohtat, S Pannala, JB Siegel… - Journal of The …, 2021 - iopscience.iop.org
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 …

Differential expansion and voltage model for li-ion batteries at practical charging rates

P Mohtat, S Lee, V Sulzer, JB Siegel… - Journal of The …, 2020 - iopscience.iop.org
Differential voltage analysis (DVA) is a conventional approach for estimating capacity
degradation in batteries. During charging, a graphite electrode goes through several phase …

Faster lead-acid battery simulations from porous-electrode theory: Part II. asymptotic analysis

V Sulzer, SJ Chapman, CP Please… - Journal of The …, 2019 - iopscience.iop.org
Electrochemical and equivalent-circuit modeling are the two most popular approaches to
battery simulation, but the former is computationally expensive and the latter provides limited …

Lead-acid battery lifetime extension in solar home systems under different operating conditions

R Perriment, V Kumtepeli… - 2023 IEEE PES/IAS …, 2023 - ieeexplore.ieee.org
Solar home systems (SHS) provide low-cost electricity access for rural off-grid communities.
Batteries are a crucial part of the system, however they are often the first point of failure due …

Contrastive learning for practical battery synthetic data generation using seasonal and trend representations

H Gowda, J Channegowda - International Journal of Energy …, 2022 - Wiley Online Library
A vast majority of human population around the planet has limited availability to electricity.
Inexpensive energy storage systems are crucial for solving this critical issue. Rapid rise in …