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Machine Learning in Manufacturing

Quality 4.0 and the Zero Defects Vision

Carlos A Escobar author Ruben Morales-Menendez author

Format:Paperback

Publisher:Elsevier - Health Sciences Division

Published:22nd Mar '24

Currently unavailable, and unfortunately no date known when it will be back

Machine Learning in Manufacturing cover

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.

ISBN: 9780323990295

Dimensions: unknown

Weight: 450g

246 pages