AI factory: theories, applications and case studies
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- About the Authors -- Foreword -- Preface -- Acknowledgements -- Prologue -- Chapter 1 Introduction -- 1.1 AI Factory -- 1.1.1 Artificial Intelligence -- 1.1.2 Industrial Automation -- 1.1.3 Engineering Knowled...
Gespeichert in:
1. Verfasser: | |
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Weitere Verfasser: | , |
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
2023
|
Ausgabe: | First edition |
Schriftenreihe: | ICT in Asset Management
|
Schlagworte: | |
Zusammenfassung: | Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- About the Authors -- Foreword -- Preface -- Acknowledgements -- Prologue -- Chapter 1 Introduction -- 1.1 AI Factory -- 1.1.1 Artificial Intelligence -- 1.1.2 Industrial Automation -- 1.1.3 Engineering Knowledge -- 1.1.4 System Understanding -- 1.1.5 Context Adaptation -- 1.1.6 Connectivity -- 1.1.7 Information Logistics -- 1.1.8 In Summary -- 1.2 Artificial Intelligence-Empowered Analytics -- 1.3 AI Revolution in Industry -- 1.3.1 The AI Revolution is Happening Now -- 1.3.1.1 Healthcare -- 1.3.1.2 Education -- 1.3.1.3 Banking, Financial Services and Insurance (BFSI) -- 1.3.1.4 Retail and e-Commerce -- 1.3.1.5 Gaming and Entertainment -- 1.3.2 The Road to Superintelligence -- 1.4 AI Winter, AI Spring -- 1.4.1 The First AI Spring -- 1.4.2 The First AI Winter -- 1.4.3 The Second AI Spring -- 1.4.4 The Second AI Winter -- 1.4.5 Another Spring: The DL Revolution -- 1.4.6 Predictions of Another AI Winter -- 1.4.7 Surviving the Next AI Winter: From Myths to Realities -- 1.5 The Value of AI -- 1.5.1 Challenges of AI -- 1.6 Power of AI vs. Human Intelligence -- 1.7 Technologies Powering AI: ML and DL -- 1.8 Perception and Cognition -- References -- Chapter 2 Digital Twins -- 2.1 Basic Concept of Digital Twin -- 2.2 History of DT -- 2.3 What is Digital Twin? Its Intrinsic Characteristics -- 2.3.1 Why Use Digital Twin? -- 2.3.2 How Does Digital Twin Work? -- 2.3.2.1 Digital Twin and Simulation -- 2.3.2.2 Digital Twin and Cyber-Physical Systems -- 2.4 The Evolution of Digital Twin -- 2.5 Data Twin and the Physical World -- 2.6 Data Twin and the Digital World -- 2.7 Useful Terms and Classifications -- 2.7.1 Prototypes, Instances, and Aggregates -- 2.7.2 Digital Twin Classes -- 2.7.3 Digital Twin Categories -- 2.8 Level of Integration -- 2.8.1 Digital Model. |
Beschreibung: | xxvii, 416 Seiten Illustrationen, Diagramme |
ISBN: | 9781032077642 1032077646 9781032077659 1032077654 |
Internformat
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Datensatz im Suchindex
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adam_txt | |
any_adam_object | |
any_adam_object_boolean | |
author | Karim, Ramin ca. 20. Jh |
author2 | Galar, Diego Kumar, Uday ca. 20. Jh |
author2_role | ctb ctb |
author2_variant | d g dg u k uk |
author_GND | (DE-588)1295010429 (DE-588)119894224X (DE-588)114202962X |
author_facet | Karim, Ramin ca. 20. Jh Galar, Diego Kumar, Uday ca. 20. Jh |
author_role | aut |
author_sort | Karim, Ramin ca. 20. Jh |
author_variant | r k rk |
building | Verbundindex |
bvnumber | BV049451070 |
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callnumber-label | TA347 |
callnumber-raw | TA347.A78 |
callnumber-search | TA347.A78 |
callnumber-sort | TA 3347 A78 |
callnumber-subject | TA - General and Civil Engineering |
classification_rvk | ST 300 QP 505 |
ctrlnum | (OCoLC)1381296321 (DE-599)BVBBV049451070 |
dewey-full | 006.3 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.3 |
dewey-search | 006.3 |
dewey-sort | 16.3 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik Wirtschaftswissenschaften |
discipline_str_mv | Informatik Wirtschaftswissenschaften |
edition | First edition |
format | Book |
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id | DE-604.BV049451070 |
illustrated | Illustrated |
index_date | 2024-07-03T23:13:03Z |
indexdate | 2024-07-10T10:07:36Z |
institution | BVB |
isbn | 9781032077642 1032077646 9781032077659 1032077654 |
language | English |
lccn | 2022052679 |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034796950 |
oclc_num | 1381296321 |
open_access_boolean | |
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owner_facet | DE-860 DE-N2 |
physical | xxvii, 416 Seiten Illustrationen, Diagramme |
publishDate | 2023 |
publishDateSearch | 2023 |
publishDateSort | 2023 |
publisher | CRC Press, Taylor & Francis Group |
record_format | marc |
series2 | ICT in Asset Management |
spelling | Karim, Ramin ca. 20. Jh. Verfasser (DE-588)1295010429 aut AI factory theories, applications and case studies Ramin Karim, Diego Galar and Uday Kumar First edition Boca Raton ; London ; New York CRC Press, Taylor & Francis Group 2023 xxvii, 416 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier ICT in Asset Management Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- About the Authors -- Foreword -- Preface -- Acknowledgements -- Prologue -- Chapter 1 Introduction -- 1.1 AI Factory -- 1.1.1 Artificial Intelligence -- 1.1.2 Industrial Automation -- 1.1.3 Engineering Knowledge -- 1.1.4 System Understanding -- 1.1.5 Context Adaptation -- 1.1.6 Connectivity -- 1.1.7 Information Logistics -- 1.1.8 In Summary -- 1.2 Artificial Intelligence-Empowered Analytics -- 1.3 AI Revolution in Industry -- 1.3.1 The AI Revolution is Happening Now -- 1.3.1.1 Healthcare -- 1.3.1.2 Education -- 1.3.1.3 Banking, Financial Services and Insurance (BFSI) -- 1.3.1.4 Retail and e-Commerce -- 1.3.1.5 Gaming and Entertainment -- 1.3.2 The Road to Superintelligence -- 1.4 AI Winter, AI Spring -- 1.4.1 The First AI Spring -- 1.4.2 The First AI Winter -- 1.4.3 The Second AI Spring -- 1.4.4 The Second AI Winter -- 1.4.5 Another Spring: The DL Revolution -- 1.4.6 Predictions of Another AI Winter -- 1.4.7 Surviving the Next AI Winter: From Myths to Realities -- 1.5 The Value of AI -- 1.5.1 Challenges of AI -- 1.6 Power of AI vs. Human Intelligence -- 1.7 Technologies Powering AI: ML and DL -- 1.8 Perception and Cognition -- References -- Chapter 2 Digital Twins -- 2.1 Basic Concept of Digital Twin -- 2.2 History of DT -- 2.3 What is Digital Twin? Its Intrinsic Characteristics -- 2.3.1 Why Use Digital Twin? -- 2.3.2 How Does Digital Twin Work? -- 2.3.2.1 Digital Twin and Simulation -- 2.3.2.2 Digital Twin and Cyber-Physical Systems -- 2.4 The Evolution of Digital Twin -- 2.5 Data Twin and the Physical World -- 2.6 Data Twin and the Digital World -- 2.7 Useful Terms and Classifications -- 2.7.1 Prototypes, Instances, and Aggregates -- 2.7.2 Digital Twin Classes -- 2.7.3 Digital Twin Categories -- 2.8 Level of Integration -- 2.8.1 Digital Model. Artificial intelligence -- Industrial applications Industriebetrieb (DE-588)4026813-5 gnd rswk-swf Industrie 4.0 (DE-588)1072179776 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Electronic books Künstliche Intelligenz (DE-588)4033447-8 s Industrie 4.0 (DE-588)1072179776 s Industriebetrieb (DE-588)4026813-5 s DE-604 Galar, Diego (DE-588)119894224X ctb Kumar, Uday ca. 20. Jh. (DE-588)114202962X ctb Erscheint auch als Online-Ausgabe 9781003208686 |
spellingShingle | Karim, Ramin ca. 20. Jh AI factory theories, applications and case studies Artificial intelligence -- Industrial applications Industriebetrieb (DE-588)4026813-5 gnd Industrie 4.0 (DE-588)1072179776 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
subject_GND | (DE-588)4026813-5 (DE-588)1072179776 (DE-588)4033447-8 |
title | AI factory theories, applications and case studies |
title_auth | AI factory theories, applications and case studies |
title_exact_search | AI factory theories, applications and case studies |
title_exact_search_txtP | AI factory theories, applications and case studies |
title_full | AI factory theories, applications and case studies Ramin Karim, Diego Galar and Uday Kumar |
title_fullStr | AI factory theories, applications and case studies Ramin Karim, Diego Galar and Uday Kumar |
title_full_unstemmed | AI factory theories, applications and case studies Ramin Karim, Diego Galar and Uday Kumar |
title_short | AI factory |
title_sort | ai factory theories applications and case studies |
title_sub | theories, applications and case studies |
topic | Artificial intelligence -- Industrial applications Industriebetrieb (DE-588)4026813-5 gnd Industrie 4.0 (DE-588)1072179776 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
topic_facet | Artificial intelligence -- Industrial applications Industriebetrieb Industrie 4.0 Künstliche Intelligenz |
work_keys_str_mv | AT karimramin aifactorytheoriesapplicationsandcasestudies AT galardiego aifactorytheoriesapplicationsandcasestudies AT kumaruday aifactorytheoriesapplicationsandcasestudies |