A06 - ML/AI and Characterization in Manufacturing

Wang, Wei

Tuesday, 11 October 2022: 14:00-18:00

Room 219 (The Hilton Atlanta)

Chairs:

Wei Wang and Alejandro A. Franco

14:00

(Invited) Artistic: An AI and Modeling-Supported Digital Infrastructure for Battery Manufacturing Optimization

A. A. Franco (Universite de Picardie Jules Verne)

14:30

Chemometric and Machine Learning Analysis of Lithium Concentration and Solvation Behavior in Li-Ion Battery Electrolytes

L. Meyer, C. Kinder, and J. M. Porter (Colorado School of Mines)

14:50

Measurement of the Heat Generation Rate of a Pouch Type Lithium-Ion Battery Using a Multifunctional Calorimeter

Y. Hu, M. Song (Auburn University), T. R. Garrick (General Motors Holdings LLC), and S. Y. Choe (Auburn University)

15:10

Utility of Deactivation By Saltwater Immersion for End-of-Life Processing of Lithium-Ion Cells

G. H. Waller, R. E. Carter (U.S. Naval Research Laboratory), and C. T. Love (Chemistry Division, U.S. Naval Research Laboratory)

15:30

Quantification of Lithium Inventory Loss in Micro Silicon Anode Via Titration-Gas Chromatography

B. Sreenarayanan, W. Bao (Department of NanoEngineering, University of California San Diego), S. Meng (The University of Chicago, University of California, San Diego), D. Tan (UCSD), W. Li, and S. Bai (University of California San Diego, La Jolla, CA 92093, USA)

15:50

Break

16:10

(Invited) Redox Flow Battery Research, Development, and Manufacturing

W. Wang (Pacific Northwest National Laboratory)

16:40

In-Depth Analysis of the Substantial Effect of Fast Formation on Lithium-Ion Cell Characteristics

D. Witt (Karlsruhe Institute of Technology, TU Braunschweig), L. Bläubaum, F. Baakes, and U. Krewer (Karlsruhe Institute of Technology)

17:00

Thermogravimetric Analysis - Mass Spectrometry: A Simple Method for the Measurement of Small Molecules Adsorbed to the Surface of Electrodes

K. Evans (PerkinElmer)

17:20