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πŸ“„ 23 articles in total πŸ“… Continuously updated πŸ”₯ Pinned first, then sorted by rating, views and publish date
Six Sigma & Statistical Quality Β· Statistical Process Control Β· 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 Β· Statistical Process Control Β· Control Chart Selection & Out-of-Control Analysis

Can a Control Chart Be Drawn with Only One Data Point per Shift? β€”β€” 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 Β· Statistical Process Control Β· 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? β€” 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 XΜ„ R chart: measuring dimensions, torque, a…

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

Insufficient Data for 25 Subgroups, No Process Control? β€” 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 Β· Statistical Process Control Β· 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 Β· Statistical Process Control Β· 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 Β· Statistical Process Control Β· 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 Β· Statistical Process Control Β· 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 Β· Statistical Process Control Β· 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 Β· Statistical Process Control Β· 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 Β· Statistical Process Control Β· Control Chart Selection & Out-of-Control Analysis

Control Limits Set Once and Never Changed? β€” 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 Β· Statistical Process Control Β· Control Chart Selection & Out-of-Control Analysis

Tool Wear is Gradually Increasing, but the Control Chart Remains Silent? β€”β€” 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…