LEADER 03594nam  22007215  450 
001 9910627249803321
005 20251107172446.0
010   $a9783031140655$b(electronic bk.)
010   $z9783031140648
024 7 $a10.1007/978-3-031-14065-5
035   $a(MiAaPQ)EBC7097803
035   $a(Au-PeEL)EBL7097803
035   $a(CKB)24866011700041
035   $a(PPN)264955560
035   $a(OCoLC)1528962095
035   $a(DE-He213)978-3-031-14065-5
035   $a(EXLCZ)9924866011700041
100   $a20220919d2023      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aProduction Planning and Control in Semiconductor Manufacturing $eBig Data Analytics and Industry 4.0 Applications /$fby Tin-Chih Toly Chen
205   $a1st ed. 2023.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023.
215   $a1 online resource (106 pages)
225 1 $aSpringerBriefs in Applied Sciences and Technology,$x2191-5318
311 08$aPrint version: Chen, Tin-Chih Toly Production Planning and Control in Semiconductor Manufacturing Cham : Springer International Publishing AG,c2022 9783031140648 
327   $aChapter 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.
330   $aThis book systematically analyzes the applicability of big data analytics and Industry 4.0 from the perspective of semiconductor manufacturing management. It reports in real examples and presents case studies as supporting evidence. In recent years, technologies of big data analytics and Industry 4.0 have been frequently applied to the management of semiconductor manufacturing. However, related research results are mostly scattered in various journal issues or conference proceedings, and there is an urgent need for a systematic integration of these results. In addition, many related discussions have placed too much emphasis on the theoretical framework of information systems rather than on the needs of semiconductor manufacturing management. This book addresses these issues.
410  0$aSpringerBriefs in Applied Sciences and Technology,$x2191-5318
606   $aIndustrial engineering
606   $aProduction engineering
606   $aInternet of things
606   $aProduction management
606   $aCooperating objects (Computer systems)
606   $aSemiconductors
606   $aIndustrial and Production Engineering
606   $aInternet of Things
606   $aProduction
606   $aCyber-Physical Systems
606   $aSemiconductors
615  0$aIndustrial engineering.
615  0$aProduction engineering.
615  0$aInternet of things.
615  0$aProduction management.
615  0$aCooperating objects (Computer systems)
615  0$aSemiconductors.
615 14$aIndustrial and Production Engineering.
615 24$aInternet of Things.
615 24$aProduction.
615 24$aCyber-Physical Systems.
615 24$aSemiconductors.
676   $a006.42
676   $a338.4762138152
700   $aChen$b Toly$f1969-$01242633
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
912   $a9910627249803321
996   $aProduction planning and control in semiconductor manufacturing$93033720
997   $aUNINA