03594nam 22007215 450 991062724980332120251107172446.09783031140655(electronic bk.)978303114064810.1007/978-3-031-14065-5(MiAaPQ)EBC7097803(Au-PeEL)EBL7097803(CKB)24866011700041(PPN)264955560(OCoLC)1528962095(DE-He213)978-3-031-14065-5(EXLCZ)992486601170004120220919d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierProduction Planning and Control in Semiconductor Manufacturing Big Data Analytics and Industry 4.0 Applications /by Tin-Chih Toly Chen1st ed. 2023.Cham :Springer International Publishing :Imprint: Springer,2023.1 online resource (106 pages)SpringerBriefs in Applied Sciences and Technology,2191-5318Print version: Chen, Tin-Chih Toly Production Planning and Control in Semiconductor Manufacturing Cham : Springer International Publishing AG,c2022 9783031140648 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.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.SpringerBriefs in Applied Sciences and Technology,2191-5318Industrial engineeringProduction engineeringInternet of thingsProduction managementCooperating objects (Computer systems)SemiconductorsIndustrial and Production EngineeringInternet of ThingsProductionCyber-Physical SystemsSemiconductorsIndustrial engineering.Production engineering.Internet of things.Production management.Cooperating objects (Computer systems)Semiconductors.Industrial and Production Engineering.Internet of Things.Production.Cyber-Physical Systems.Semiconductors.006.42338.4762138152Chen Toly1969-1242633MiAaPQMiAaPQMiAaPQ9910627249803321Production planning and control in semiconductor manufacturing3033720UNINA