[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 …

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 …

[HTML][HTML] Battery production design using multi-output machine learning models

A Turetskyy, J Wessel, C Herrmann, S Thiede - Energy Storage Materials, 2021 - Elsevier
The lithium-ion battery (LiB) is a prominent energy storage technology playing an important
role in the future of e-mobility and the transformation of the energy sector. However, LiB cell …

Forecasting the global battery material flow: analyzing the break-even points at which secondary battery raw materials can substitute primary materials in the battery …

M Neidhardt, J Mas-Peiro, M Schulz-Moenninghoff… - Applied Sciences, 2022 - mdpi.com
Growing numbers of electric vehicles (EVs) as well as controversial discussions on cost,
scarcity and the environmental and social sustainability of primary raw materials that are …

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 …

Optimisation of industrially relevant electrode formulations for LFP cathodes in lithium ion cells

G Apachitei, M Hidalgo, D Dogaru, M Lain, R Heymer… - Batteries, 2023 - mdpi.com
The electrode formulation has a significant effect on the performance of lithium ion cells. The
active material, binder, and conductive carbon all have different roles, and finding the …

Scale-Up of Lithium Iron Phosphate Cathodes with High Active Materials Contents for Lithium Ion Cells

G Apachitei, R Heymer, M Lain, D Dogaru, M Hidalgo… - Batteries, 2023 - mdpi.com
The size of a lithium iron phosphate (LFP) cathode mix was increased by a factor of thirty,
and the capacity of the cells produced with it by a factor of three-hundred. As well as rate …

Nondestructive Defect Detection in Battery Pouch Cells: A Comparative Study of Scanning Acoustic Microscopy and X‐Ray Computed Tomography

L Pitta Bauermann, J Münch, M Kroll… - Energy …, 2023 - Wiley Online Library
The identification and location of critical defects inside battery cells before the performance
decreases or safety issues arise remain a challenge. This study compares two …

Conversion of a network section with loads, storage systems and renewable generation sources into a smart microgrid

O Izquierdo-Monge, P Peña-Carro… - Applied Sciences, 2021 - mdpi.com
This paper shows an experimental application case to convert a part of the grid formed by
renewable generation sources, storage systems, and loads into a smart microgrid. This …

Root cause analysis in lithium-ion battery production with fmea-based large-scale bayesian network

M Kirchhof, K Haas, T Kornas, S Thiede, M Hirz… - arXiv preprint arXiv …, 2020 - arxiv.org
The production of lithium-ion battery cells is characterized by a high degree of complexity
due to numerous cause-effect relationships between process characteristics. Knowledge …