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📄 104 articles in total 📅 Continuously updated 🔥 Pinned first, then sorted by rating, views and publish date
Six Sigma & Statistical Quality · Statistical Process Control · Control Chart Selection & Out-of-Control Analysis

Comprehensive Guide to SPC: From Control Chart Selection to Process Capability

1. A Workshop Where "Control Charts Have Been Drawn for Three Years" In the spring of 2026, I witnessed a scene at a pre…

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

Factor Selection and Level Determination in DOE: A Five-Step Method

A quality engineer at a plastic injection molding company spent three weeks conducting a round of DOE, involving three f…

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

GR&R Only 8%, but Customer Retest Exceeds Limits? —— Five-Step Sampling Plan for MSA

A quality engineer at a die casting company conducted a gauge repeatability and reproducibility GR&R study, calculating …

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

GR&R Passes Every Year, but the Customer Wants a Cg/Cgk? —— Five Steps for Gauge Capability Study

When submitting PPAP for a new project, the measurement system section typically includes three GR&R reports, with %GRR …

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

Can a Control Chart Be Drawn with Only One Data Point per Shift? —— Five Steps to Implement the Individual-Moving Range (I-MR) Chart

A quality engineer in a heat treatment workshop has been staring at a "control chart that doesn't look like a control ch…

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

Why Does One Batch Trigger an Alarm While the Other Doesn’t, Despite Both Having 3 Nonconforming Pieces? — A Five-Step Method for Selecting Counting Control Charts (p/np/c/u)

When it comes to SPC control charts, most workshops immediately think of the X̄ R chart: measuring dimensions, torque, a…

Six Sigma & Statistical Quality · Experimentation & Robustness · Tolerance & Sensitivity Analysis

Advancing QE Skills (21) | Transitioning Test Results to Mass Production: Verification, Validation, and Standardization

1. Parameters Copied Word for Word, but the Third Machine Produces a Batch of Cold Welds A manufacturing company's weldi…

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

Advancing QE Skills (20) | Mixture and Formula Optimization: Experimental Design Under Component Constraints

1. Treating Formulas as Ordinary Factors, 27 Trials Yielded Only Waste Data A manufacturing company sought to improve th…

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…