Why a 3D-Printed Snap-Fit Can Pass Testing but Fail After Injection Molding

A 3D-printed snap-fit prototype can assemble perfectly and still fail when the same design is manufactured by injection molding. The problem is that a successful prototype demonstrates behavior under its own material and manufacturing conditions, not necessarily those of the final product. Snap-fit joints are common in plastic enclosures, electronic Continue Reading

How a 99%-Accurate Machine Vision System Can Reject More Good Parts Than Bad

A machine vision inspection system can report approximately 99% accuracy while incorrectly rejecting more good products than it correctly identifies defective ones. This is not necessarily a software malfunction. It can result from how rarely defects occur and how the inspection system balances missed defects against false alarms. For manufacturers Continue Reading

Emergency Stops Are Not Machine Guards: What Manufacturers Must Get Right

An emergency stop button cannot replace a machine guard, a safety interlock, or a proper hazardous-energy isolation system. These protective measures perform different jobs, and treating them as interchangeable can leave workers exposed to moving machinery. The distinction matters when manufacturers install automation equipment, upgrade production lines, or modify older Continue Reading

Cp vs Cpk: Why Good Capability Numbers Can Still Mislead Manufacturers

A strong process capability score does not automatically mean a manufacturing process is ready for production. Before trusting Cp or Cpk, engineers need evidence that the measurement system is reliable, the production process is stable, and the collected data represents actual operating conditions. These checks matter because a capability calculation Continue Reading