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Production Planning and Control in Semiconductor Manufacturing

Big Data Analytics and Industry 4.0 Applications

Tin-Chih Toly Chen

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Sonstiges

Beschreibung

This 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.

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Schlagwörter

Industry 4.0, Semiconductor Manufacturing, Big Data Analytics, Deep Learning, Internet of Things, Cyper Physical System, Cloud Computing