Production Planning and Control in Semiconductor Manufacturing Big Data Analytics and Industry 4.0 Applications /
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....
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
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Springer International Publishing : Imprint: Springer,
2023.
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| Ausgabe: | 1st ed. 2023. |
| Schriftenreihe: | SpringerBriefs in Applied Sciences and Technology,
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| Online-Zugang: | https://doi.org/10.1007/978-3-031-14065-5 |
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Inhaltsangabe:
- Chapter 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.