[HTML][HTML] A critical review of future aspects of digitalization next generation Li-ion batteries manufacturing process

PK Dammala, KB Dermenci, AR Kathribail… - Journal of Energy …, 2023 - Elsevier
As the world rushes to expedient the growing demands for energy utilization and storage
solutions, Lithium-ion batteries (LIBs) are dominating in almost every sector of the battery …

A Review of the Applications of Explainable Machine Learning for Lithium–Ion Batteries: From Production to State and Performance Estimation

M Faraji Niri, K Aslansefat, S Haghi, M Hashemian… - Energies, 2023 - mdpi.com
Lithium–ion batteries play a crucial role in clean transportation systems including EVs,
aircraft, and electric micromobilities. The design of battery cells and their production process …

Aerogels, additive manufacturing, and energy storage

S Chandrasekaran, D Lin, Y Li, MA Worsley - Joule, 2023 - cell.com
The global push toward decarbonization and electrification has led to a rapidly growing
research effort to achieve ever-increasing device performance goals. These efforts have …

2024 roadmap for sustainable batteries

M Titirici, P Johansson, MC Ribadeneyra… - Journal of Physics …, 2024 - iopscience.iop.org
Modern batteries are highly complex devices. The cells contain many components—which
in turn all have many variations, both in terms of chemistry and physical properties. A few …

[HTML][HTML] Carbon-Binder-Domain porosity extraction through lithium-ion battery electrode impedance data

S Pinilla, FM Zanotto, DZ Dominguez, T García… - Energy Storage …, 2025 - Elsevier
In the field of 3-D resolved computational modeling of Lithium-ion battery electrodes, the
arrangement and properties of the Carbon-Binder-Domain (CBD) play a critical role in the …

Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing

M Duquesnoy, C Liu, V Kumar, E Ayerbe… - Journal of Power …, 2024 - Elsevier
The optimization of the electrode manufacturing process is important for upscaling the
application of Lithium-Ion Batteries (LIBs) to cater for growing energy demand. LIB …

Machine learning in lithium‐ion battery cell production: a comprehensive map** study

S Haghi, MFV Hidalgo, MF Niri, R Daub… - Batteries & …, 2023 - Wiley Online Library
With the global quest for improved sustainability, partially realized through the electrification
of the transport and energy sectors, battery cell production has gained ever‐increasing …

[HTML][HTML] Investigation of calendaring parameters on the microstructure of graphite anodes within lithium-ion batteries: Insights from ultrasonic testing

E Guk, MF Niri, TA Vincent, G Apachitei, C Briggs… - Journal of Power …, 2024 - Elsevier
The study explores the application of ultrasonic testing to analyse the impact of the
calendaring process on the microstructure of graphite anodes within a lithium-ion battery. It …

Numerical design of microporous carbon binder domains phase in composite cathodes for lithium-ion batteries

R Ge, AM Boyce, Y Sun, PR Shearing… - … Applied Materials & …, 2023 - ACS Publications
Lithium-ion battery (LIB) performance can be significantly affected by the nature of the
complex electrode microstructure. The carbon binder domain (CBD) present in almost all LIB …

Impact of Formulation and Slurry Properties on Lithium‐ion Electrode Manufacturing

C Reynolds, M Faraji Niri, MF Hidalgo… - Batteries & …, 2024 - Wiley Online Library
The characteristics and performance of lithium‐ion batteries typically rely on the precise
combination of materials in their component electrodes. Understanding the impact of this …