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Process Capability Analysis

Understanding how to estimate requirements and specification limits

Mike Richman
Mon, 12/04/2017 - 12:01
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Sustainable performance improvement is simply impossible without a firm handle on the precepts and tools of statistical process control (SPC). It is for this reason that we cover industrial statistics so frequently here at Quality Digest. After all, as the great Scottish physicist and engineer Lord Kelvin once said, “If you cannot measure something, you cannot improve it.”

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With this in mind, I welcome the release of Process Capability Analysis: Estimating Quality (CRC Press/Taylor & Francis, 2018), the forthcoming book from Neil Polhemus. Although not necessarily written with beginners in mind, Polhemus’ work is nevertheless accessible to rank-and-file QA/QC professionals with an abiding interest in the inner workings of process improvement. I myself have no more than a journalist’s basic understanding of SPC, yet found this book’s central premise—i.e., to address “the problem of estimating the probability of nonconformities in a process from the ground up”—to be valid and valuable.

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Comments

Submitted by William A. Levinson on Mon, 12/04/2017 - 11:31

I would definitely recommend this book

I use StatGraphics frequently, and it has the ability to estimate process performance indices not only for the normal distributions that are far more common in textbooks than in real-world applications (including non-manufacturing such as waiting times for services), but also for non-normal distributions. StatGraphics also performs the goodness of fit tests that should be performed before reporting a process performance index or, for that matter, deploying a control chart on the basis of the assumed statistical distribution. The software can also generate control charts for non-normal distributions, e.g. by setting the control limits at the 0.00135 and 0.99865 quantiles (same as for a 3-sigma Shewhart chart) of the actual distribution.

The book is supposed to become available on Dec. 5 and I would definitely recommend it.

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