Artificial intelligence applied to battery research: hype or reality?

T Lombardo, M Duquesnoy, H El-Bouysidy… - Chemical …, 2021 - ACS Publications
This is a critical review of artificial intelligence/machine learning (AI/ML) methods applied to
battery research. It aims at providing a comprehensive, authoritative, and critical, yet easily …

Current status and challenges for automotive battery production technologies

A Kwade, W Haselrieder, R Leithoff, A Modlinger… - Nature Energy, 2018 - nature.com
Production technology for automotive lithium-ion battery (LIB) cells and packs has improved
considerably in the past five years. However, the transfer of developments in materials, cell …

Review of recent development of in situ/operando characterization techniques for lithium battery research

D Liu, Z Shadike, R Lin, K Qian, H Li, K Li… - Advanced …, 2019 - Wiley Online Library
The increasing demands of energy storage require the significant improvement of current Li‐
ion battery electrode materials and the development of advanced electrode materials. Thus …

The role of concentration in electrolyte solutions for non-aqueous lithium-based batteries

GA Giffin - nature communications, 2022 - nature.com
The main components and, most notably, the concentration of the non-aqueous electrolyte
solution have not significantly changed since the commercialization of Li-ion batteries in the …

All-solid-state lithium-ion and lithium metal batteries–paving the way to large-scale production

J Schnell, T Günther, T Knoche, C Vieider… - Journal of Power …, 2018 - Elsevier
Challenges and requirements for the large-scale production of all-solid-state lithium-ion and
lithium metal batteries are herein evaluated via workshops with experts from renowned …

[HTML][HTML] Economies of scale in battery cell manufacturing: The impact of material and process innovations

L Mauler, F Duffner, J Leker - Applied Energy, 2021 - Elsevier
One key lever to reduce high battery cost, a main hurdle to comply with CO 2 emission
targets by overcoming generation variability from renewable energy sources and …

Advances in neutron imaging

N Kardjilov, I Manke, R Woracek, A Hilger, J Banhart - Materials Today, 2018 - Elsevier
Imaging techniques based on neutron beams are rapidly develo** and have become
versatile non-destructive analyzing tools in many research fields. Due to their intrinsic …

[HTML][HTML] Insight on electrolyte infiltration of lithium ion battery electrodes by means of a new three-dimensional-resolved lattice Boltzmann model

A Shodiev, E Primo, O Arcelus, M Chouchane… - Energy Storage …, 2021 - Elsevier
Electrolyte filling takes place between sealing and formation in Lithium Ion Battery (LIB)
manufacturing process. This step is crucial as it is directly linked to LIB quality and affects the …

Data specifications for battery manufacturing digitalization: current status, challenges, and opportunities

FM Zanotto, DZ Dominguez, E Ayerbe… - Batteries & …, 2022 - Wiley Online Library
Lithium‐ion battery (LIB) manufacturing requires a pilot stage that optimizes its
characteristics. However, this process is costly and time‐consuming. One way to overcome …

Solid versus liquid—a bottom‐up calculation model to analyze the manufacturing cost of future high‐energy batteries

J Schnell, H Knörzer, AJ Imbsweiler… - Energy …, 2020 - Wiley Online Library
All‐solid‐state batteries (ASSB) are promising candidates for future energy storage.
However, only a little is known about the manufacturing costs for industrial production …