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Books > Professional & Technical > Energy technology & engineering > Electrical engineering
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Control Charts and Machine Learning for Anomaly Detection in Manufacturing (Paperback, 1st ed. 2022)
Loot Price: R4,734
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Control Charts and Machine Learning for Anomaly Detection in Manufacturing (Paperback, 1st ed. 2022)
Series: Springer Series in Reliability Engineering
Expected to ship within 10 - 15 working days
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This book introduces the latest research on advanced control charts
and new machine learning approaches to detect abnormalities in the
smart manufacturing process. By approaching anomaly detection using
both statistics and machine learning, the book promotes
interdisciplinary cooperation between the research communities, to
jointly develop new anomaly detection approaches that are more
suitable for the 4.0 Industrial Revolution. The book provides
ready-to-use algorithms and parameter sheets, enabling readers to
design advanced control charts and machine learning-based
approaches for anomaly detection in manufacturing. Case studies are
introduced in each chapter to help practitioners easily apply these
tools to real-world manufacturing processes. The book is of
interest to researchers, industrial experts, and postgraduate
students in the fields of industrial engineering, automation,
statistical learning, and manufacturing industries.
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