Control Charts and Machine Learning for Anomaly Detection in Manufacturing

This book introduces the latest research on advanced control charts and new machine learning approaches to detect...
CHF 335.06
CHF 335.06
SKU: 9783030838218
Product Type: Books
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Author: Kim Phuc Tran
Format: Paperback
Language: English
Subtotal: CHF 335.06
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Control Charts and Machine Learning for Anomaly Detection in Manufacturing by Tran, Kim Phuc

Control Charts and Machine Learning for Anomaly Detection in Manufacturing

CHF 335.06

Control Charts and Machine Learning for Anomaly Detection in Manufacturing

CHF 335.06
Author: Kim Phuc Tran
Format: Paperback
Language: English

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.



Author: Kim Phuc Tran
Publisher: Springer
Published: 08/31/2022
Pages: 269
Binding Type: Paperback
Weight: 0.86lbs
Size: 9.21h x 6.14w x 0.58d
ISBN: 9783030838218

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