To detect bad 18650 cells is important in high-volume lithium battery production and pack assembly. Singly failing 18650 cells can cause both capacity imbalance and overheating, shorten the life of a whole pack or even represent a risk to safety on a much larger scale. Manually inspecting 18650s is not feasible when thousands need processing every day. For this reason automatic 18650 cell detection and sorting are used in battery factories, energy storage projects, and recycling lines. Focus for automatic detection is on identifying cells which fail electrical, physical, and consistency tests prior to inclusion in a battery pack. Common Types of Bad 18650 Cells Typically bad cells can be low in capacity, or unstable, and may show abnormally high IR. Alternatively they may show voltage deviation, self-discharge issues, or mechanical defects such as dents or swelling, or fail to make proper contact with terminals. Cells from the same batch could produce a wildly different performance if
