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001 978-3-031-14065-5
003 DE-He213
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008 220919s2023 sz | s |||| 0|eng d
020 _a9783031140655
_9978-3-031-14065-5
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072 7 _aTGP
_2bicssc
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072 7 _aTGP
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082 0 4 _a670
_223
100 1 _aChen, Tin-Chih Toly.
_eauthor.
_0(orcid)0000-0002-5608-5176
_1https://orcid.org/0000-0002-5608-5176
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aProduction Planning and Control in Semiconductor Manufacturing
_h[electronic resource] :
_bBig Data Analytics and Industry 4.0 Applications /
_cby Tin-Chih Toly Chen.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aVI, 100 p. 79 illus., 58 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
500 _aAcceso multiusuario
505 0 _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.
520 _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.
541 _fUABC ;
_cPerpetuidad
650 0 _aIndustrial engineering.
650 0 _aProduction engineering.
650 0 _aInternet of things.
650 0 _aProduction management.
650 0 _aCooperating objects (Computer systems).
650 0 _aSemiconductors.
650 1 4 _aIndustrial and Production Engineering.
650 2 4 _aInternet of Things.
650 2 4 _aProduction .
650 2 4 _aCyber-Physical Systems.
650 2 4 _aSemiconductors.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031140648
776 0 8 _iPrinted edition:
_z9783031140662
830 0 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-14065-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cLIBRO_ELEC
999 _c260335
_d260334