{"product_id":"control-charts-and-machine-learning-kim-phuc-tran-9783030838218","title":"Control Charts and Machine Learning for Anomaly Detection in Manufacturing","description":"\u003cp\u003eThis 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.\u003c\/p\u003e \u003cp\u003eThe 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.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e The book is of interest to researchers, industrial experts, and postgraduate students in the fields of industrial engineering, automation, statistical learning, and manufacturing industries.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Kim Phuc Tran\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030838218\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030838218\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/31\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 269\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.86lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.58d","brand":"Kim Phuc Tran","offers":[{"title":"Paperback","offer_id":44072370340095,"sku":"9783030838218","price":179.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f311bbe6-d2bd-4c83-bf08-4cd66e946085.jpg?v=1685441554","url":"https:\/\/www.whiterainbookhouse.com\/products\/control-charts-and-machine-learning-kim-phuc-tran-9783030838218","provider":"WR Book House","version":"1.0","type":"link"}