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008 | 210812s2022 sz | s |||| 0|eng d | ||
020 |
_a9783030818159 _9978-3-030-81815-9 |
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082 |
_a670 _223 |
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100 |
_aPal, Surjya Kanta. _920326 |
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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. |
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250 | _a1st ed. 2022. | ||
260 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2022. |
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300 |
_aXXXVI, 465 p. 362 illus., 235 illus. in color. _bonline resource. |
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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 |
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650 |
_aProduction engineering. _920328 |
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650 |
_aManufactures. _920329 |
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650 |
_aInternet of things. _920330 |
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650 |
_aSignal processing. _920331 |
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650 |
_aMachine learning. _920332 |
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650 |
_aIndustrial and Production Engineering. _920333 |
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650 |
_aMachines, Tools, Processes. _920334 |
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650 |
_aInternet of Things. _920335 |
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650 |
_aSignal, Speech and Image Processing . _920336 |
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650 |
_aMachine Learning. _920337 |
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700 |
_aMishra, Debasish. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _920338 |
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700 |
_aPal, Arpan. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _920339 |
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700 |
_aDutta, Samik. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _920340 |
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700 |
_aChakravarty, Debashish. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _920341 |
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700 |
_aPal, Srikanta. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _920342 |
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856 | _uhttps://doi.org/10.1007/978-3-030-81815-9 | ||
942 | _cEBK | ||
999 |
_c13630 _d13630 |