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📄 108 articles in total 📅 Continuously updated 🔥 Pinned first, then sorted by rating, views and publish date
Six Sigma & Statistical Quality · Measurement & Inspection · MSA & Traceability

QE Capability Enhancement (4) | How to Set MSA Plans: Which Gauges, How Deep, and How Often to Re-evaluate

A manufacturing company was undergoing a customer process audit. The quality manager presented a stack of measurement sy…

Six Sigma & Statistical Quality · Statistical Process Control · Control Chart Selection & Out-of-Control Analysis

Subgrouping Mistakes Lead to False Signals on Control Charts — A Five-Step Method for Rational Subgrouping and Sampling Strategy

1. Daily Alarms, but No Issues Found on the Production Line A plastic injection molding company implemented an X̄ R cont…

Six Sigma & Statistical Quality · Measurement & Inspection · MSA & Traceability

GR&R Passes, but the Gauge is Not Sufficient? —— Five-Step Method for Identifying and Addressing Insufficient Gauge Resolution

1. A Vernier Caliper That "Can't See the Difference" A parts manufacturer was inspecting a shaft with a tolerance of 0.0…

Six Sigma & Statistical Quality · Measurement & Inspection · MSA & Traceability

MSA: Not Just a GR&R? —— Five Steps to Implement Bias, Linearity, and Stability Analysis

1. GR&R Passed, but the Gauge Made Two Shifts into Rivals A certain electronics factory was inspecting the height of con…

Six Sigma & Statistical Quality · Statistical Process Control · Control Chart Selection & Out-of-Control Analysis

Control Charts Are Drawn Daily, Yet Fail to Catch Any Abnormalities? — A Case Study of Rebuilding the SPC "Alarm but No Response" Loop in an Electronic Connector Manufacturing Company

1. The Charts Are Drawn, the Points Are Plotted, but Soldering Defects Still Occur Two years ago, an electronic connecto…

Six Sigma & Statistical Quality · Six Sigma Methodology · Black Belt/Green Belt Mechanism & Financial Benefits

Green Belt Projects Launched in Batches, Abandoned in Batches? — A Case Study of the Rebuilding of a Green Belt Grading Management Mechanism in an Electronics Manufacturing Company

1. Forty Three Project Proposals, Only Nine Completed by Year End An electronics manufacturing company mainly producing …

Six Sigma & Statistical Quality · Experimentation & Robustness · DOE Basics & Advanced

Why Does a Beautiful DOE Report Fail to Improve Production Yield? — A Case Study on Rebuilding the "Experiment to Implementation" Mechanism in an Electronics Company

1. The 99.7% on the Report, but Not on the Production Line A wave soldering process in an electronics company has had a …

Six Sigma & Statistical Quality · Measurement & Inspection · MSA & Traceability

Can GR&R Be Calculated When Test Pieces Break? —— Case Study of a Destructive Measurement System Analysis in an Automotive Parts Company

1. A "Excellent" Report of 7.1%, Resulting in Six Months of Fake Data An automotive parts company supplies welded bracke…

Six Sigma & Statistical Quality · Six Sigma Methodology · DMAIC Project Path

One Line Recovered, Other Lines Still Paying Tuition? — Rebuilding Six Sigma Horizontal Deployment at an Auto Parts Company

1. Oil Seal Pressing Damage Cured, but Recurred in Another Workshop Six Months Later A star assembly line at an automoti…

Six Sigma & Statistical Quality · Experimentation & Robustness · DOE Basics & Advanced

How Many Trials Are Enough? — A Five-Step Method for Planning DOE Trial Numbers and Power

One: 16 Trials Done, but the Conclusion is "Wasted Effort" Engineer Xiao Lin at an electronics factory was assigned a we…

Six Sigma & Statistical Quality · Six Sigma Methodology · Black Belt/Green Belt Mechanism & Financial Benefits

How to Calculate the Benefits of Six Sigma Projects to Gain Financial Recognition? —— A Case Study on the Rebuilding of a Benefits Accounting System in a Manufacturing Company

A certain electronics manufacturing company has been implementing Six Sigma for four years, with over fifty Black Belts …

Six Sigma & Statistical Quality · Measurement & Inspection · MSA & Traceability

GR&R Exceeds Limits, Don’t Rush to Replace the Measuring Tool — A Five-Step Method for Identifying and Addressing Measurement System Failures

1. Common Mistakes After Exceeding Limits %GR&R measures 32%, and the first reaction at the quality meeting is often: "T…