About this Abstract |
Meeting |
2020 TMS Annual Meeting & Exhibition
|
Symposium
|
Advanced Materials for Energy Conversion and Storage VI
|
Presentation Title |
Predicting the Influence of Manufacturing Parameters on Lithium Ion Battery Performance: the ARTISTIC Project |
Author(s) |
Alejandro A. Franco |
On-Site Speaker (Planned) |
Alejandro A. Franco |
Abstract Scope |
In this keynote i will present our latest works within the ARTISTIC project, funded by the European Research Council (ERC). This project aims at developing a multiscale modeling platform to predict the influence of composite electrode manufacturing parameters on the performance of lithium ion battery cells. It combines physical-based computational techniques at multiple scales with data-driven approaches (artificial intelligence), supported on systematic experimental characterizations. The ineterdepencies between parameters involved in the slurry preparation, coating, drying, calendering and electrolyte filling will be discussed on the basis of multiscale simulations. The results arising from the incorporation of the predicted electrode structures in a cell performance simulator will be presented. Practical demonstrations will be shown with NMC and silicon/graphite electrodes.
(1) ERC Consolidator Project ARTISTIC (Advanced and Reusable Theory for the In Silico-optimization of composite electrode fabrication processes for rechargeable battery Technologies with Innovative Chemistries), grant #772873 (https://www.u-picardie.fr/erc-artistic/). |
Proceedings Inclusion? |
Planned: Supplemental Proceedings volume |