Israel’s ALGOLiON has developed AlgoShield which gives a week’s warning of an impending lithium-ion battery fire. It is a major risk to airplanes, EVs, and E-cigarettes. ALGOLiON has just been acquired by General Motors and renamed AIONZ Ltd.
https://www.algolion.com/solution
https://www.israel21c.org/software-can-predict-battery-explosions-with-one-week-warning/