000 02668nmm a22003855i 4500
005 20230705150635.0
008 210812s2022 sz | s |||| 0|eng d
020 _a9783030818159
_9978-3-030-81815-9
082 _a670
_223
100 _aPal, Surjya Kanta.
_920326
245 _aDigital Twin - Fundamental Concepts to Applications in Advanced Manufacturing
_h[electronic resource] /
_cby Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal.
250 _a1st ed. 2022.
260 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXXXVI, 465 p. 362 illus., 235 illus. in color.
_bonline resource.
505 _aIntroduction -- Sensor Electronics -- Signal Acquisition and Processing -- Image Processing -- Data Communication: Cloud and Fog Computing -- Machine Learning and Decision Making -- Artificial Intelligence in Decision Making -- Digital Twin Application -- Conclusions.
520 _aThis book provides readers with a guide to the use of Digital Twin in manufacturing. It presents a collection of fundamental ideas about sensor electronics and data acquisition, signal and image processing techniques, seamless data communications, artificial intelligence and machine learning for decision making, and explains their necessity for the practical application of Digital Twin in Industry. Providing case studies relevant to the manufacturing processes, systems, and sub-systems, this book is beneficial for both academics and industry professionals within the field of Industry 4.0 and digital manufacturing.
650 _aIndustrial engineering.
_920327
650 _aProduction engineering.
_920328
650 _aManufactures.
_920329
650 _aInternet of things.
_920330
650 _aSignal processing.
_920331
650 _aMachine learning.
_920332
650 _aIndustrial and Production Engineering.
_920333
650 _aMachines, Tools, Processes.
_920334
650 _aInternet of Things.
_920335
650 _aSignal, Speech and Image Processing .
_920336
650 _aMachine Learning.
_920337
700 _aMishra, Debasish.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_920338
700 _aPal, Arpan.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_920339
700 _aDutta, Samik.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_920340
700 _aChakravarty, Debashish.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_920341
700 _aPal, Srikanta.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_920342
856 _uhttps://doi.org/10.1007/978-3-030-81815-9
942 _cEBK
999 _c13630
_d13630