Thermal Runaway in BESS: a 3D Forensic Analysis of the Disaster

Published on May 05, 2026 | Translated from Spanish

A battery the size of a shipping container suffers a lithium leak and enters thermal runaway. The incident, which occurred at a large-scale energy storage facility, not only caused a release of toxic gases but also tested the structural integrity of the container. The 3D pipeline becomes the key forensic tool for understanding the failure dynamics.

3D simulation of thermal runaway in a BESS battery with plastic deformation of the shipping container and toxic gases

3D Pipeline: from point cloud to collapse simulation 🔥

The process begins with capturing the scene using a Leica Cyclone scanner, generating a precise point cloud of the deformed container. This model is imported into CloudCompare to align the pre- and post-incident geometries, quantifying plastic deformation in millimeters. In parallel, PyroSim (based on FDS) recreates the propagation of residual heat, mapping isotherms onto the container's surface. The final analysis in KeyShot visualizes the data overlay: the highest temperature zones coincide with critical deformation points, revealing whether the inert gas was distributed uniformly or if oxygen pockets existed that fueled the fire.

Lessons for suppression system design ⚙️

This case demonstrates that 3D forensic simulation not only documents the disaster but validates or refutes design hypotheses. If the mapping shows that the inert gas did not reach certain modules, the failure lies with the distribution system, not the battery chemistry. The integration of thermal and structural data allows engineers to redesign suppression ducts and ventilation points, reducing the risk of future catastrophes in BESS installations.

As a forensic 3D modeler, what specific explosion deformation criteria and charring patterns do you consider key to differentiating a catastrophic thermal runaway from a secondary structural fire in a BESS analysis?

(PS: Simulating catastrophes is fun until your computer melts down and you are the catastrophe.)