XCX

XCX

I write about measuring machined parts and interpreting inspection results. My articles examine free-state versus constrained measurement and why coordinate measuring machine results can differ, helping readers ask how a part was held, measured, and compared with its drawing.

Free State vs Constrained Inspection: 7 Checks

Free State vs Constrained Inspection: 7 Checks

Free state vs constrained inspection is not a choice between a loose method and a strict method. The two states answer different questions, while validated virtual fixturing can provide a third evaluation path for some flexible parts. The drawing, approved…

Why CMM Inspection Results Differ

Why CMM Inspection Results Differ: 8 Causes

Why CMM inspection results differ is explained by changes in the complete measurement definition or part state between inspections. The reported value can move with datum alignment, temperature, fixturing, probe setup, sampled points, fitting and filtering rules, machine-specific uncertainty, or…

CNC Metrology Guide: From Drawing to Decision

CNC Metrology Guide: From Drawing to Decision

CNC metrology is a set of techniques and methods that embodies the entire process, from interpreting a drawing to making a measured decision. CNC metrology is composed of measured characteristics, conditions, traceability, uncertainty, results, decision rules, and evidence trails. It’s…

How to Choose Attribute or Variable Inspection Data

Attribute vs Variable Measurement Data: 7 Selection Rules

Attribute vs variable measurement data is a choice between recording a category or count and retaining a numerical value. In manufacturing quality control, attribute results include pass/fail, defect type, or defect count; variable results preserve a measured value such as…