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📄 104 articles in total 📅 Continuously updated 🔥 Pinned first, then sorted by rating, views and publish date
Six Sigma & Statistical Quality · Six Sigma Methodology · DMAIC Project Path

Advancing QE Skills (36) | Determining Whether Two Sets of Data Differ — Test Selection Table, Minimum Sample Size Calculation, and Equivalence Testing

A precision injection molding company changed the mold temperature and measured the critical dimensions specification 12…

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

The Origin of Six Sigma is Not a Statistics Textbook, but a Repair Ledger — Motorola 1986: How Bill Smith Turned 3.4 ppm into a Corporate Strategy

In 1985, a senior engineer from Motorola's Communications Division walked into the CEO's office with a stack of data. Hi…

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

Which to Improve: Repeatability or Reproducibility — A Cost-Benefit Analysis of Two Paths to Compress GR&R

When GR&R reaches 28%, the first suggestion at the review meeting is usually to "measure each piece twice more and take …

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

Are More Out-of-Control Rules Always Better? — With All Eight Rules Enabled, False Alarm Intervals Shrink from 370 to 85 Points

Control chart software defaults to enabling all eight out of control rules, which may seem very "rigorous." However, eac…

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

Cpk 1.35 and You Dare to Approve? —— Confidence Lower Limit and Minimum Sample Size Table

A certain automotive parts factory submitted a new project process capability report to the original equipment manufactu…

Six Sigma & Statistical Quality · Measurement & Inspection · Sampling Inspection & AQL

Advancing QE Skills (33) | Counting Sampling vs. Measurement Sampling: Which is More Cost-Effective When?

The IQC of a motor manufacturing company conducts incoming inspection on the motor shaft diameter φ20±0.05. The quality …

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

Who Has the Final Say: Go/No-Go Gauges or CMMs? — The Full Process for Acceptance, Wear Limits, and Attribute MSA of Go/No-Go Gauges and Special Inspection Tools

Last week, a quality manager told me about an incident over the phone: a batch of bearing holes was fully inspected by I…

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

12 SPC Practical Questions Answered — Control Limits, Subgroups, Cpk/Ppk, and Out-of-Control Criteria, All Clarified at Once

Introduction: These 12 Questions Almost Always Appear in Every SPC Training Session After each SPC training, the questio…

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

What's the Difference Between "Nonconforming Product" and "Defect"? —— Why np Charts and c Charts Cannot Replace Each Other

1. The Trouble with a Batch: 1 Piece or 8 Defects? In the inspection records of a coating workshop, there was such a lin…

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

What's the Difference Between Cpk and Ppk? —— The Same Process, Cpk 1.35 and Ppk 0.93, What Does the 0.42 Difference Indicate?

1. Reviewing the Scene: Two Conflicting Numbers A process capability review at a precision stamping factory. On the proc…

Six Sigma & Statistical Quality · Measurement & Inspection · Sampling Inspection & AQL

Advancing QE Skills (32) | Statistical Principles of Sampling Plans: AQL, OC Curves, and Two Types of Risks

A car parts company received a quality agreement from a customer: batches with a nonconforming product rate exceeding 1.…

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

Measurement of 10.048, Upper Specification Limit 10.050: Is This Batch of Parts Conforming or Nonconforming? — A Five-Step Method for Selecting Measurement Uncertainty Judgment Rules

In the inspection records of a machine processing plant, a part with an outer diameter of 10.048 mm was marked as "confo…