Articles

Practical techniques · Tool applications · Pitfall guides · Case studies · Data analysis · Improvement methods · Audit readiness

Concise, actionable knowledge for solving real problems at work

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

Advancing QE Skills (9) | Measurement System Analysis for Destructive Testing: Nested Design and Alternatives

A modified plastic company supplies interior components to an original equipment manufacturer OEM . Tensile strength is …

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

Control Limits Set Once and Never Changed? — A Five-Step Method for Establishing, Inspecting, and Updating Control Limits

During a process audit at an automotive parts company, an auditor pointed to the X̄–R control chart hanging on the wall …

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

Advancing QE Skills (8) | How to Conduct MSA for Online Measurement and Automatic Inspection Equipment

An electronics company entrusted the final inspection of its assembly line to an online automatic inspection device: par…

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

Machine Vision Judging Conformity, but No MSA Done? —— Five Steps for MSA of Automated Measurement Systems

A certain automotive parts company installed an online visual inspection system last year: after stamping parts are off …

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

Advancing QE Skills (6) | Gauge Calibration May Be Qualified, but the Measurement System May Not: The Relationship Between Calibration and MSA

1. Comprehensive Certificates, Yet Inconsistent Judgments A manufacturing company was releasing a batch of aluminum die …

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

Tool Wear is Gradually Increasing, but the Control Chart Remains Silent? —— Five Steps for Monitoring Small Drifts with EWMA and CUSUM

An incident occurred at a machining company: during a quarterly inventory check, it was discovered that the scrap rate o…

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

QE Skill Advancement (5) | MSA for Attribute Gauges: How to Quantify Visual Inspection (Kappa and Consistency Analysis)

1. Introduction: Why a "Beautiful" Kappa Report Was Rejected by the Customer A certain electronics manufacturing company…

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

Can Control Charts Be Drawn for Only One Batch per Month per Variety? —— Five-Step Method for Selecting Three Types of Alternative Charts for Short-Cycle SPC

A quality engineer at a machining company has been staring at a control chart for two months, feeling frustrated. The ma…

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…