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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

The Same GR&R Data, Two Opposite Conclusions? —— Five Steps for MSA Interpretation and Judgment Criteria

Gauge Repeatability and Reproducibility GR&R analysis is complete, and the software provides a number. In the meeting ro…

Six Sigma & Statistical Quality · Experimentation & Robustness · Robust Parameter Design

QE Capability Advancement (19) | Robust Design: Making Processes Insensitive to Variations

1. Parameters Tuned to "Best," but Mass Production Can't Maintain A home appliance company was working on improving the …

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

Control Chart Fluctuations Increase, Don't Adjust Parameters Yet — A Five-Step Method to Separate Process and Measurement Variations

In a machining company, the control chart for the cylinder bore diameter, which was previously stable, suddenly started …

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

QE Capability Enhancement (18) | Response Surface Methodology (RSM): Finding the Optimal Parameter Combination

1. A Question That Stumped Me: "The Optimal Solution" A certain automotive parts company was optimizing parameters to re…

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

Calibrating Measuring Instruments Once a Year? The Entire Factory Halts on the Due Date? —— Five Steps for Grading Calibration Intervals and Periodic Verification

In a certain automotive parts company, the quality department has a fixed routine: every September, over 900 measuring i…

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

QE Capability Enhancement (17) | Partial Factorial Experiments: Finding the Main Causes with the Fewest Trials

1. Why the Same Data Leads to Different Conclusions in Confirmation Experiments A manufacturing company was working on i…

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

QE Skill Advancement (16) | Introduction to DOE: Transitioning from Single-Factor Experiments to Full-Factorial Experiments

1. Adjusting Parameters for Three Months, but the Conclusion Fails on the Production Line A manufacturing company was wo…

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

Insufficient Data for 25 Subgroups, No Process Control? — Five Steps to Implement Pre-Control Charts

In a hydraulic valve body workshop, the bore diameter is a customer specified special characteristic with a tolerance of…

Six Sigma & Statistical Quality · Statistical Process Control · Process Capability Cpk / Ppk

Advancing QE Capabilities (15) | When Capability is Insufficient, Should You Change the Process or the Specification: A Dialogue Between Capability and Specification

1. A Meeting Held Three Times Without a Conclusion A car parts company's bracket hole size, after six months of mass pro…

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

QE Skill Enhancement (14) | CUSUM and EWMA: Sensitive Detection of Minor and Gradual Offsets

1. Why Did No One Look at the Chart After Seven Days A machining workshop in an automotive parts company once implemente…

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

Advancing QE Skills (13) | Control Chart Selection Decision Tree: Continuous, Discrete, and Small Batch Applications

1. A One Size Fits All Approach Leads to a Year of False Alarms A certain electronic component company's SPC implementat…

Six Sigma & Statistical Quality · Statistical Process Control · Process Capability Cpk / Ppk

Advancing QE Skills (12) | Cmk and Equipment Capability Acceptance: Quantitative Thresholds Before New Equipment Goes Online

1. Introduction: A "Qualified" Machine Fails After Three Months of Mass Production A manufacturing company recently purc…