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📄 104 articles in total 📅 Continuously updated 🔥 Pinned first, then sorted by rating, views and publish date
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…

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

Is a Calibration Certificate Stating "合格" Enough to Ensure a Measuring Tool is Usable? —— The Five-Step Metrology Confirmation Method

An internal auditor randomly checks the metrology room, carrying out a stack of calibration certificates: each one has a…

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

Advancing QE Skills (11) | Capability Analysis for Non-Normal Data: Transformation, Box-Cox, and Non-Parametric Methods

A mechanical processing company submitted an initial process capability report to a client, focusing on the roundness of…

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

QE Skill Enhancement (10) | What's the Difference Between Cp/Cpk and Pp/Ppk: Correct Interpretation of Short-term and Long-term Capability

A precision machining company supplies drive shafts to a new energy client. During the client's audit, a process capabil…

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

Random Trial Sequencing Can Lead to False Significant Factors? —— Five Steps for Randomization, Blocking, and Center Points in DOE

1. An Experiment That Reached the Opposite Conclusion A die casting company conducted a two level, three factor experime…