Control Charts and Machine Learning for Anomaly Detection in Manufacturing
-85%
Availability: In Stock

Control Charts and Machine Learning for Anomaly Detection in Manufacturing

SKU: 9783030838195

Original price was: $169.00.Current price is: $24.99.

Access Control Charts and Machine Learning for Anomaly Detection in Manufacturing Now. Discount up to 90%

Categories: ,

Additional information

Full Title

Control Charts and Machine Learning for Anomaly Detection in Manufacturing
Author(s)
Edition
ISBN

9783030838195, 9783030838188
Publisher

Springer
Format

PDF and EPUB

Description

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.

Related products