Control Charts and Machine Learning for Anomaly Detection in Manufacturing

Language: English

Published by Springer International Publishing Aug 2021, 2021

3030838188 / 9783030838188

Series: Book 72 of 90 - Springer Series in Reliability Engineering

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 276 pp. Englisch.…

Seller Inventory # 9783030838188

Title
Control Charts and Machine Learning for Anomaly Detection in Manufacturing
Author
Kim Phuc Tran
Publisher
Springer International Publishing Aug 2021
Publication year
2021
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030838188
ISBN 13
9783030838188
Item weight
582 grams
Dimensions
241x160x21 mm
Series
Book 72 of 90: Springer Series in Reliability Engineering

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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BuchWeltWeit Ludwig Meier e.K.

Germany