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Using Data for Quality Management: Do You Have Puzzle? Or a Mystery?

December 14, 2020

Using Data for Quality Management: Do You Have Puzzle? Or a Mystery?

As I wrote a few weeks ago, quality control analytics can save serious costs. I listed 5 examples of such cost savings in that article. Now, the question is, what can manufacturing and purchasing managers do to utilize data for quality management? How to start? Should you look at the data they have already collected, and look for hidden insights? In that case, they have a 'mystery' on hand. Or should you gather more data, and the right conclusions will become obvious once you have the … [Read more...]

Filed Under: Quality Control Tips Tagged With: data, qc analytics, quality assurance, quality control, quality data, quality management

From Data Science To Machine Learning in Manufacturing, for Smarter Quality Control

June 2, 2020

From Data Science To Machine Learning in Manufacturing, for Smarter Quality Control

I have long been put off by all the hype around artificial intelligence (AI). AI has become the modern 'magic wand': nobody knows how it works, but the results are assuredly amazing.  AI has limitations for manufacturers, but both data science and machine learning in manufacturing can help businesses make better decisions and improve quality control results, and it's these that we'll explore in this article... … [Read more...]

Filed Under: Quality Control Tips Tagged With: AI, artificial intelligence, data, data science, machine learning, QC, qc inspections

A Good Way To Analyze Data to Drive Process Improvements

January 13, 2020

measures of success mark graban

I just read the book Measures of Success by Mark Graban, and I found it does a great job of covering the basics of how managers should work with data. His whole approach is largely based on concepts from Don Wheeler's books. If you are not familiar with Don Wheeler, he is the most respected manufacturing-focused statistician of the past 30 years. Graban covers what to do in two cases managers don't like to see.   Case 1: an unstable process leading to a widely fluctuating … [Read more...]

Filed Under: Process Improvement Tagged With: books, data, process improvement, process improvement tools, process improvements, root cause analysis


Weekly updates for professional importers on better understanding, controlling, and improving manufacturing & supply chain in China.

This is the official blog of Sofeast.com.

This blog is written by Renaud Anjoran, an ASQ Certified Quality Engineer who has been involved in Chinese manufacturing since 2005.

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