PDF

2024 Finegan Battery Failure Databank

Donal P. Finegan, Julia Billman

2026enlithium ion batteriesthermal runawaybattery safetyfailure databasecalorimetrymachine learning

Abstract

Language:

The thermal response of Li-ion cells can greatly vary for identical cell designs tested under identical conditions, the distribution of which is costly to fully characterize experimentally. The open-source Battery Failure Databank presented here contains robust, high-quality data from hundreds of abuse tests spanning numerous commercial cell designs and testing conditions. Data was gathered using a fractional thermal runaway calorimeter and contains the fractional breakdown of heat and mass that was ejected, as well as high-speed synchrotron radiography of the internal dynamic response of cells during thermal runaway. The distribution of thermal output, mass ejection, and internal response of commercial cells are compared for different abuse-test conditions, which when normalized on a per amp-hour basis show a strong positive correlation between heat output from cells, the fraction of mass ejected from the cells, their energy- and power-densit.

Download

Cite This Work

@article{84f570c1-d11c-4200-bfef-5dfd65c32c72,
  title={2024   Finegan   Battery Failure Databank},
  author={Donal P. Finegan and Julia Billman},
  year={2026},
  language={en}
}
TY  - JOUR
TI  - 2024   Finegan   Battery Failure Databank
AU  - Donal P. Finegan
AU  - Julia Billman
PY  - 2026
LA  - en
ER  -

Similar Items

Artificial intelligence-aided materials design: AI-algorithms and case studies on alloys and metallurgical processes

Rajesh Jha, Bimal Kumar Jha

This book describes the application of artificial intelligence (AI) and machine learning (ML) concepts to develop predictive models that can be used t

2022enPDF

Metal Casting Processes

Unknown, Unknown

This chapter discusses metal casting processes, highlighting the diversity and common characteristics among them. The objective is to elucidate the fu

2023enPDF

The Nature of Solid Iron and Its Grain Structure

Unknown, Unknown

This study focuses on the fundamental characteristics of solid iron, which is predominantly composed of iron atoms and provides a basis for understand

2023enPDF

842063941 SX configuration

2026enPDF

758686865 Procedes metallurgique speciaux

Ir. Méshac KIME ILUNGA

Ce document traite des procédés métallurgiques spéciaux, en mettant particulièrement l'accent sur l'extraction liquide-liquide, un processus mis au po

2026enPDF

729490895 TFC Jordi kayombo

Copper solvent extraction units at large hydrometallurgical plants face constraints in metal recovery, phase disengagement, and reagent consumption, d

2026enPDF