Machine Learning for Sustainable Manufacturing in Industry 4 0 is popular PDF and ePub book, written by Raman Kumar in 2023-11-02, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Machine Learning for Sustainable Manufacturing in Industry 4 0 can be Read Online from any device for your convenience.
Machine Learning for Sustainable Manufacturing in Industry 4 0 Book PDF Summary
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.
Detail Book of Machine Learning for Sustainable Manufacturing in Industry 4 0 PDF
- Author : Raman Kumar
- Release : 02 November 2023
- Publisher : CRC Press
- ISBN : 9781000986242
- Genre : Technology & Engineering
- Total Page : 261 pages
- Language : English
- PDF File Size : 21,5 Mb
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