Machine Vision

CASE STUDY

Needle Roller Bearing Inspection

Automated diameter measurement and surface defect detection for needle roller bearings.

Needle Roller Bearing Inspection - Automated diameter measurement and surface defect detection for needle roller bearings.

The challenge

Needle rollers are small, highly reflective and produced in very high volumes. Dimensional drift and surface defects both matter, and gauging by hand cannot keep pace with production or deliver a consistent measurement.

How we approached it

Telecentric optics so diameter measurement stays accurate regardless of part position in the field of view
Diffuse illumination to control specular reflection from the ground surface
Sub-pixel edge measurement for diameter and length against drawing tolerance
Surface inspection for scoring, pitting and chatter marks in the same cycle

The outcome

Dimensional verification on every part rather than a sampled batch
Automated sorting into pass, rework and scrap streams
Measurement data trended over time to catch grinding wheel wear early

See it running

Applications

Diameter MeasurementSurface Defect DetectionAutomated Sorting

Industries