Heat Metrics and Heat-Release Pathways Change Thermal Runaway Rankings of Commercial Cylindrical Lithium-Ion Cells

Thermal runaway (TR) severity can be ranked using absolute or energy-normalised heat and by the pathway through which heat leaves the cell, but whether these definitions identify the same high-hazard cells remains unclear. We analysed 98 non-ISC heater-triggered tests from 13 commercial or near-commercial cylindrical cell models in the Battery Failure Databank. Cathode chemistry was not analysed because it was incompletely documented. Total, body, and ejecta heat were evaluated using allometric scaling, S-FTRC-generation-adjusted fixed-effects models, hierarchical bootstrap ranking, and isometric log-ratio analysis. Scaling exponents for total, ejecta, and body heat were 0.899, 1.003, and 0.879, respectively, with all 95% bootstrap intervals including b = 1. Despite this approximate proportional scaling, generation-adjusted absolute-total and total-kJ/Wh rankings disagreed for 46.2% of cell-model pairs. Body- and ejecta-heat rankings diverged even more strongly, with 62.8% point discordance, a bootstrap median of 61.5% (95% interval 53.8–67.9%), and 28 of 78 pairs showing reversal probabilities ≥95%. These findings show that absolute heat, energy-normalised heat, body heat, and ejecta heat address different engineering questions and should be reported and interpreted separately rather than combined into a universal cell-safety ranking.

Authors

Institutions

Publication Details

Journal
Batteries
Published
2026-09-09
DOI
https://doi.org/10.3390/batteries12090348
Primary Topic
Advanced Battery Technologies Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Heat Metrics and Heat-Release Pathways Change Thermal Runaway Rankings of Commercial Cylindrical Lithium-Ion Cells

Ningning Wei, Yunfei Lou
Batteries
Advanced Battery Technologies Research
article

Heat Metrics and Heat-Release Pathways Change Thermal Runaway Rankings of Commercial Cylindrical Lithium-Ion Cells

Ningning Wei, Yunfei Lou
article en

Abstract

Thermal runaway (TR) severity can be ranked using absolute or energy-normalised heat and by the pathway through which heat leaves the cell, but whether these definitions identify the same high-hazard cells remains unclear. We analysed 98 non-ISC heater-triggered tests from 13 commercial or near-commercial cylindrical cell models in the Battery Failure Databank. Cathode chemistry was not analysed because it was incompletely documented. Total, body, and ejecta heat were evaluated using allometric scaling, S-FTRC-generation-adjusted fixed-effects models, hierarchical bootstrap ranking, and isometric log-ratio analysis. Scaling exponents for total, ejecta, and body heat were 0.899, 1.003, and 0.879, respectively, with all 95% bootstrap intervals including b = 1. Despite this approximate proportional scaling, generation-adjusted absolute-total and total-kJ/Wh rankings disagreed for 46.2% of cell-model pairs. Body- and ejecta-heat rankings diverged even more strongly, with 62.8% point discordance, a bootstrap median of 61.5% (95% interval 53.8–67.9%), and 28 of 78 pairs showing reversal probabilities ≥95%. These findings show that absolute heat, energy-normalised heat, body heat, and ejecta heat address different engineering questions and should be reported and interpreted separately rather than combined into a universal cell-safety ranking.

BatteriesVol. 12(9)
Jilin Medical University (CN), Dezhou University (CN)
Affordable and clean energy
Openalex Percentile: Top 18%
Advanced Battery Technologies Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Heat Metrics and Heat-Release Pathways Change Thermal Runaway Rankings of Commercial Cylindrical Lithium-Ion Cells — Ningning Wei, Yunfei Lou · Batteries (2026) | TGRS Research Map | TGRS