ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Advanced Technologies for Characterizing and Detecting Battery Thermal Failure: A Review.
Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Energy storage is essential in accelerating the global transition toward clean and sustainable energy across various sectors. Lithium-ion batteries (LIBs) have become increasingly significant for energy storage due to their high energy density, low maintenance, and high coulombic efficiency. However, a challenge arises from the risk of thermal failure across all cell formats and chemistries, particularly under harsh electrochemical and thermal conditions and mechanical stress. In severe cases, such failures have led to catastrophic fires or explosions, posing substantial safety risks and environmental concerns due to gas emissions and toxic discharge. Therefore, an understanding of thermal failure mechanisms is essential for ensuring the safe deployment of batteries across various applications. This review first examines the causes and consequences of thermal failure, providing didactic mechanistic insights. It then compares recent progress in thermal and electrochemical failure analysis using advanced characterization techniques, including X-ray imaging, optical sensing, acoustic field imaging, and spectroscopy, to study the thermal runaway (TR) mechanism and reveal how thermal failures develop and propagate in batteries. It further examines how these advanced characterization tools can inform battery management systems and industrial practice and concludes by outlining future challenges and perspectives for achieving safe energy storage systems.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.