Data driven analytics of porous battery microstructures

Author:

Deva Abhas12345,Krs Vojtech62345,Robinson Lucas D.12345,Adorf Carl S.7895,Benes Bedrich62345,Glotzer Sharon C.7895ORCID,García R. Edwin12345ORCID

Affiliation:

1. School of Materials Engineering

2. Purdue University

3. West Lafayette

4. Indiana 47907

5. USA

6. Department of Computer Graphics Technology and Department of Computer Science

7. Chemical Engineering

8. University of Michigan

9. Ann Arbor

Abstract

Battery microstructure Rosetta Stone: Bruggeman exponent, αzz, as a function of area density, S, for 53 356 topologies to identify optimal designs.

Funder

National Science Foundation

Toyota USA

Publisher

Royal Society of Chemistry (RSC)

Subject

Pollution,Nuclear Energy and Engineering,Renewable Energy, Sustainability and the Environment,Environmental Chemistry

Reference38 articles.

1. C. Pillot , The rechargeable battery market and main trends 2018–2030 , 36th Annual International Battery Seminar & Exhibit. Avicenne Energy, May 28, 2019, Paris, France , https://www.bpifrance.fr/content/download/76854/831358/file/02%20-%20Presentation%20Avicenne%20-%20Christophe%20Pillot%20-%2028%20Mai%202019.pdf

2. The lithium-ion battery: State of the art and future perspectives

3. Commercialization of Lithium Battery Technologies for Electric Vehicles

4. From Allergens to Battery Anodes: Nature-Inspired, Pollen Derived Carbon Architectures for Room- and Elevated- Temperature Li-ion Storage

5. Design of Battery Electrodes with Dual-Scale Porosity to Minimize Tortuosity and Maximize Performance

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