Rapid failure mode classification and quantification in batteries: A deep learning modeling framework

Author:

Kim Sangwook,Yi Zonggen,Chen Bor-Rong,Tanim Tanvir R.,Dufek Eric J.

Funder

U.S. Department of Energy

Office of Energy Efficiency and Renewable Energy

Publisher

Elsevier BV

Subject

Energy Engineering and Power Technology,General Materials Science,Renewable Energy, Sustainability and the Environment

Reference63 articles.

1. Lithium-ion Battery Market to Expand at Growth Rate of 11% Compounded Annually from 2019 to 2027 to Reach 15, 764.89 Million, 2020. https://www.prnewswire.com/news-releases/lithium-ion-battery-market-to-expand-at-growth-rate-of--11-compounded-annually-from-2019-to-2027-to-reach-15-764-89-million-units-by-2027-transparency-market-research-300997555.html (accessed July 19, 2021).

2. R. Gold, B. Foldy, The Battery Is Ready to Power the World, 2021. https://www.wsj.com/articles/the-battery-is-ready-to-power-the-world-11612551578 (accessed July 19, 2021).

3. Battery Technology Market by Technology Type (Lithium-Ion Battery, Lead Acid Battery, Nickel Metal Hydride Battery, Other Battery Technologies), Application (Power & Utilities, Transportation, Consumer Electronics) and Region - Global Forecast to 2025, (2020). https://www.marketsandmarkets.com/Market-Reports/battery-technology-market-253343109.html (accessed July 19, 2021).

4. A review on the key issues of the lithium ion battery degradation among the whole life cycle;Han;ETransportation,2019

5. Degradation diagnostics for lithium ion cells;Birkl;J. Power Source.,2017

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