Machine Vision Inspection for Automotive Components

Why this industry

Automotive metal parts carry a low tolerance for surface defects. A cracked or pitted part that reaches an assembly line can cause a failure well downstream of where it was made, at a cost far higher than catching it at the source. Consistent, fatigue-free inspection at line speed is the core requirement.

Applications used in this industry

• Metal parts crack and surface inspection: checking machined and forged components for cracks, pits and surface defects.
• Sheet metal inspection: for stamped and formed sheet metal components.
• Die cast component inspection: relevant where automotive parts, including EV battery housings and busbars, are aluminium die castings.

How Machine Vision Inspection Fits an Automotive Line

Cameras are installed at the point parts are produced or handled, without requiring new machinery. Inference runs locally, and a pass or fail decision is signalled to the line's existing automation over the plant network, with the customer's integrator handling the programmable logic controller side of that connection.