Researchers carried out more than 170 abuse tests on commercial lithium-ion cells with four cathode chemistries. They measured when thermal runaway began, peak cell temperature, gas volume and maximum overpressure in both single-cell tests and tests of failure spreading between cells.

Cells using nickel manganese cobalt oxide, lithium cobalt oxide or lithium nickel cobalt aluminum oxide showed different behavior from lithium iron phosphate cells. In the first group, gas release was linked to the energy stored at the tested charge level, while propagation usually occurred at 70–100% charge but not at 30%.