Why Texture Differences Cause Major Color Matching Issues
Why identical pigments look different on textured surfaces and why process control matters more than formula tweaking.
About Work
Insights and perspectives on quality engineering and manufacturing
The Rule of Three: Statistical Sampling for Quality Verification
How to use the Rule of Three to determine appropriate sample sizes when verifying defect rates and validating customer complaints in quality control scenarios.
Bridging the Gap: Why Flat-Panel Corrosion Standards Fail Real-World Manufacturing
A technical deep-dive into why ASTM flat-panel corrosion testing standards create fundamental mismatches when applied to complex 3D manufacturing products.