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OverviewThis book systematically analyzes the applicability of big data analytics and Industry 4.0 from the perspective of semiconductor manufacturing management. It reports in real examples and presents case studies as supporting evidence. In recent years, technologies of big data analytics and Industry 4.0 have been frequently applied to the management of semiconductor manufacturing. However, related research results are mostly scattered in various journal issues or conference proceedings, and there is an urgent need for a systematic integration of these results. In addition, many related discussions have placed too much emphasis on the theoretical framework of information systems rather than on the needs of semiconductor manufacturing management. This book addresses these issues. Full Product DetailsAuthor: Tin-Chih Toly ChenPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: 1st ed. 2023 Weight: 0.219kg ISBN: 9783031140648ISBN 10: 3031140648 Pages: 100 Publication Date: 20 September 2022 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand We will order this item for you from a manufactured on demand supplier. Table of ContentsChapter 1. Big Data Analytics for Semiconductor Manufacturing.- Chapter 2. Industry 4.0 for Semiconductor Manufacturing.- Chapter 3. Cycle Time Prediction and Output Projection.- Chapter 4. Defect Pattern Analysis, Yield Learning Modeling and Yield Prediction.- Chapter 5. Job Sequencing and Scheduling.ReviewsAuthor InformationDr. Toly Chen has been the editor-in-chief of International Journal of Internet Manufacturing and Services. He also guest edited several special issues on 3D printing, ubiquitous manufacturing, and cloud manufacturing. Dr. Chen has published a few papers on semiconductor manufacturing management in journals such as Journal of Intelligent Manufacturing, Robotics and Computer-Integrated Manufacturing, International Journal of Advanced Manufacturing Technology, IEEE Transactions on Semiconductor Manufacturing. Tab Content 6Author Website:Countries AvailableAll regions |