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: | |
|---|---|
| Weitere Verfasser: | , |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
2023
|
| Ausgabe: | First edition |
| Schriftenreihe: | ICT in Asset Management
|
| Schlagworte: | |
| Online-Zugang: | FHI01 UDKA1 Volltext Volltext |
| 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: | Description based on publisher supplied metadata and other sources |
| Beschreibung: | 1 Online-Ressource (xxvii, 416 Seiten) Illustrationen |
| ISBN: | 9781000865073 9781003208686 |
| DOI: | 10.1201/9781003208686 |
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Datensatz im Suchindex
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| adam_txt | |
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| author | Karim, Ramin ca. 20. Jh |
| author2 | Galar, Diego Kumar, Uday ca. 20. Jh |
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| author_role | aut |
| author_sort | Karim, Ramin ca. 20. Jh |
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| 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 |
| doi_str_mv | 10.1201/9781003208686 |
| edition | First edition |
| format | Electronic eBook |
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| id | DE-604.BV048999279 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T22:09:04Z |
| indexdate | 2024-07-10T09:52:25Z |
| institution | BVB |
| isbn | 9781000865073 9781003208686 |
| language | English |
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| physical | 1 Online-Ressource (xxvii, 416 Seiten) Illustrationen |
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| 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 1 Online-Ressource (xxvii, 416 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier ICT in Asset Management Description based on publisher supplied metadata and other sources 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. Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Industriebetrieb (DE-588)4026813-5 gnd rswk-swf Industrie 4.0 (DE-588)1072179776 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 Druck-Ausgabe 978-1-03207-764-2 X:EBC https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=7221179 Aggregator Volltext https://doi.org/10.1201/9781003208686 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Karim, Ramin ca. 20. Jh AI factory theories, applications and case studies Künstliche Intelligenz (DE-588)4033447-8 gnd Industriebetrieb (DE-588)4026813-5 gnd Industrie 4.0 (DE-588)1072179776 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4026813-5 (DE-588)1072179776 |
| 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 | Künstliche Intelligenz (DE-588)4033447-8 gnd Industriebetrieb (DE-588)4026813-5 gnd Industrie 4.0 (DE-588)1072179776 gnd |
| topic_facet | Künstliche Intelligenz Industriebetrieb Industrie 4.0 |
| url | https://ebookcentral.proquest.com/lib/kxp/detail.action?docID=7221179 https://doi.org/10.1201/9781003208686 |
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