Machine Learning for Sustainable Manufacturing in Industry 4.0: Concept, Concerns and Applications


Machine Learning for Sustainable Manufacturing in Industry 4.0: Concept, Concerns and Applications (Mathematical Engineering, Manufacturing, and Management Sciences)
by: Raman Kumar (Editor), Sita Rani (Editor), Sehijpal Singh Khangura (Editor)
Publisher finelybook 出版社:‏ CRC Press; (November 2, 2023)
Language 语言: English
Print Length 页数: 312 pages
ISBN-10: 103239305X
ISBN-13: 9781032393056

Book Description


The book focuses on the recent developments in the areas of error reduction, resource optimization, and revenue growth in sustainable manufacturing using machine learning. It presents the integration of smart technologies such as machine learning in the field of Industry 4.0 for better quality products and efficient manufacturing methods.
Focusses on machine learning applications in Industry 4.0 ecosystem, such as resource optimization, data analysis, and predictions.
Highlights the importance of the explainable machine learning model in the manufacturing processes.
Presents the integration of machine learning and big data analytics from an industry 4.0 perspective.
Discusses advanced computational techniques for sustainable manufacturing.
Examines environmental impacts of operations and supply chain from an industry 4.0 perspective.
This book provides scientific and technological insight into sustainable manufacturing by covering a wide range of machine learning applications fault detection, cyber-attack prediction, and inventory management. It further discusses resource optimization using machine learning in industry 4.0, and explainable machine learning models for industry 4.0. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the fields including mechanical engineering, manufacturing engineering, production engineering, aerospace engineering, and computer engineering.
Amazon page

下载地址 Download解决验证以访问链接!
打赏
未经允许不得转载:finelybook » Machine Learning for Sustainable Manufacturing in Industry 4.0: Concept, Concerns and Applications

评论 抢沙发

觉得文章有用就打赏一下

您的打赏,我们将继续给力更多优质内容

支付宝扫一扫

微信扫一扫