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Machine Learning in Manufacturing: Quality 4.0 and the Zero Defects Vision
Carlos A. Escobar, Ruben Morales-Menendez
Page: 300
Format: pdf, ePub, mobi, fb2
ISBN: 9780323990295
Publisher: Elsevier Science

Download or Read Online Machine Learning in Manufacturing: Quality 4.0 and the Zero Defects Vision Free Book (PDF ePub Mobi) by Carlos A. Escobar, Ruben Morales-Menendez
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Machine Learning in Manufacturing: Quality 4.0 and the Zero Defects Vision reviews process monitoring based on machine learning algorithms and the technologies of the fourth industrial revolution and proposes Learning Quality Control (LQC), the evolution of Statistical Quality Control (SQC). This book identifies 10 big data issues in manufacturing and addresses them using an ad-hoc, 5-step problem-solving strategy that increases the likelihood of successfully deploying this Quality 4.0 initiative. With two case studies using structured and unstructured data, this book explains how to successfully deploy AI in manufacturing and how to move quality standards forward by developing virtually defect-free processes. This book enables engineers to identify Quality 4.0 applications and manufacturing companies to successfully implement Quality 4.0 practices.

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