Characterization and performance evaluation of lithium-ion battery separators

MF Lagadec, R Zahn, V Wood - Nature Energy, 2019‏ - nature.com
Lithium-ion batteries (LIBs) with liquid electrolytes and microporous polyolefin separator
membranes are ubiquitous. Though not necessarily an active component in a cell, the …

Bridging nano-and microscale X-ray tomography for battery research by leveraging artificial intelligence

J Scharf, M Chouchane, DP Finegan, B Lu… - Nature …, 2022‏ - nature.com
X-ray computed tomography (CT) is a non-destructive imaging technique in which contrast
originates from the materials' absorption coefficient. The recent development of laboratory …

The effect of tortuosity on permeability of porous scaffold

AT Prakoso, H Basri, D Adanta, I Yani, MI Ammarullah… - Biomedicines, 2023‏ - mdpi.com
In designing porous scaffolds, permeability is essential to consider as a function of cell
migration and bone tissue regeneration. Good permeability has been achieved by …

3D microstructure design of lithium-ion battery electrodes assisted by X-ray nano-computed tomography and modelling

X Lu, A Bertei, DP Finegan, C Tan, SR Daemi… - Nature …, 2020‏ - nature.com
Driving range and fast charge capability of electric vehicles are heavily dependent on the 3D
microstructure of lithium-ion batteries (LiBs) and substantial fundamental research is …

Generating three-dimensional structures from a two-dimensional slice with generative adversarial network-based dimensionality expansion

S Kench, SJ Cooper - Nature Machine Intelligence, 2021‏ - nature.com
Generative adversarial networks (GANs) can be trained to generate three-dimensional (3D)
image data, which are useful for design optimization. However, this conventionally requires …

A review on modeling of electro-chemo-mechanics in lithium-ion batteries

Y Zhao, P Stein, Y Bai, M Al-Siraj, Y Yang… - Journal of Power Sources, 2019‏ - Elsevier
Investigations on the fast capacity loss of Lithium-ion batteries (LIBs) have highlighted a rich
field of mechanical phenomena occurring during charging/discharging cycles, to name only …

Tortuosity of porous media: Image analysis and physical simulation

J Fu, HR Thomas, C Li - Earth-Science Reviews, 2021‏ - Elsevier
Tortuosity is widely used as a critical parameter to predict transport properties of porous
media, such as rocks and soils. But unlike other standard microstructural properties, the …

Ultrathin microporous transport layers: implications for low catalyst loadings, thin membranes, and high current density operation for proton exchange membrane …

T Schuler, CC Weber, JA Wrubel… - Advanced Energy …, 2024‏ - Wiley Online Library
Porous transport layers (PTL) and their surface properties have the potential to improve the
performance of proton exchange membrane water electrolyzers (PEMWE), which is …

Review of parameterisation and a novel database (LiionDB) for continuum Li-ion battery models

AA Wang, SEJ O'Kane, FB Planella, J Le Houx… - Progress in …, 2022‏ - iopscience.iop.org
Abstract The Doyle–Fuller–Newman (DFN) framework is the most popular physics-based
continuum-level description of the chemical and dynamical internal processes within …

Machine learning-assisted multi-objective optimization of battery manufacturing from synthetic data generated by physics-based simulations

M Duquesnoy, C Liu, DZ Dominguez, V Kumar… - Energy Storage …, 2023‏ - Elsevier
The optimization of the electrodes manufacturing process constitutes a critical step to ensure
high-quality Lithium-Ion Battery (LIB) cells, in particular for automotive applications. Because …