A Review on Digitalisation Approaches for Battery Manufacturing Processes
Authors/Creators
- 1. Vrije Universiteit Brussel (VUB)
Description
Manufacturing of Li-ion batteries (LIBs) is difficult, because of some interdependent electrochemical kinetics involved in its chemistry. It became one of the challenging aspects as it is time consuming and needs to be updated while new materials and methodologies are coming. Introduction of digitalised tools has the potential to overcome such challenges quickly. It will reduce the dependency on hands-on experience for optimisation of LIB parameters and pave the way for a successful large-scale implementation.
In this study, digitalisation approaches that are being implemented and soon-to-be implemented are reviewed by means of Artificial Intelligence (AI), Machine Learning (ML) and Internet of Things (IoT) while putting a particular focus in the battery-making processes.
Files
BAT4EVER_ECS poster.pdf
Files
(1.1 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:2e1be29d9b6e4ba2642e62320d402625
|
1.1 MB | Preview Download |
Additional details
Funding
References
- Witt, D. et al.Myth and Reality of a Universal Lithium-Ion Battery Electrode Design Optimum: A Perspective and Case Study. Energy Technol.9, (2021)
- Liu Z. et. al. Mesoscale Elucidation of the Influence of Mixing Sequence in Electrode Processing Langmuir 2014, 30, 50, 15102–15113
- Forouzan, M., et al. Experiment and simulation of the fabrication process of lithium-ion battery cathodes for determining microstructure and mechanical properties. Journal of Power Sources, 2016, 312: 172-183
- Laue, V., et al.Joint structural and electrochemical modeling: Impact of porosity on lithium-ion battery performance. ElectrochimicaActa, 2019, 314: 20-31
- Bayatinejad, M. et. al..Investigatingthe effects of tabs geometry and current collectorsthickness of lithium-ion battery with electrochemical-thermal simulation. Journal of Energy Storage, 2021, 43: 103203