Format:
1 Online-Ressource (xxvii, 416 Seiten)
,
Illustrationen
Edition:
First edition
ISBN:
9781000865073
,
9781003208686
Series Statement:
ICT in Asset Management
Content:
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.
Note:
Description based on publisher supplied metadata and other sources
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 978-1-03207-764-2
Language:
English
Subjects:
Computer Science
,
Economics
Keywords:
Künstliche Intelligenz
;
Industrie 4.0
;
Industriebetrieb
DOI:
10.1201/9781003208686
URL:
Volltext
(URL des Erstveröffentlichers)
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