Control Charts and Machine Learning for Anomaly Detection in Manufacturing [#296178]

Control Charts and Machine Learning for Anomaly Detection in Manufacturing
English | 2022 | ISBN: 3030838188 | 270 Pages | PDF | 7 MB
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.