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AI Factory: Theories, Applications and Case Studies: ICT in Asset Management

Autor Ramin Karim, Diego Galar, Uday Kumar
en Limba Engleză Hardback – 24 mai 2023
This book provides insights into how to approach and utilise data science tools, technologies, and methodologies related to artificial intelligence (AI) in industrial contexts. It explains the essence of distributed computing and AI technologies and their interconnections. It includes descriptions of various technology and methodology approaches and their purpose and benefits when developing AI solutions in industrial contexts. In addition, this book summarises experiences from AI technology deployment projects from several industrial sectors.
Features:
  • Presents a compendium of methodologies and technologies in industrial AI and digitalisation.
  • Illustrates the sensor-to-actuation approach showing the complete cycle, which defines and differentiates AI and digitalisation.
  • Covers a broad range of academic and industrial issues within the field of asset management.
  • Discusses the impact of Industry 4.0 in other sectors.
  • Includes a dedicated chapter on real-time case studies.
This book is aimed at researchers and professionals in industrial and software engineering, network security, AI and machine learning (ML), engineering managers, operational and maintenance specialists, asset managers, and digital and AI manufacturing specialists.
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Specificații

ISBN-13: 9781032077642
ISBN-10: 1032077646
Pagini: 444
Ilustrații: 28 Tables, black and white; 189 Line drawings, black and white; 9 Halftones, black and white; 198 Illustrations, black and white
Dimensiuni: 178 x 254 x 25 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria ICT in Asset Management


Public țintă

Academic and Professional Practice & Development

Cuprins

1. Introduction. 2. Digital Twins. 3. Hypes and Trends in Industry. 4. Data Analytics. 5. Data-Driven Decision-Making. 6. Fundamental in Artificial Intelligence. 7. Systems Thinking and Systems Engineering. 8. Software Engineering. 9. Distributed Computing. 10. Case Studies. 11. AI Factory: A Roadmap for AI Transformation. 12. In Industrial AI We Believe.

Descriere

This book provides insights on how to approach and utilise data science tools, technologies/methodologies related to artificial intelligence in industrial context including their essence and inter-connections. Description of technology/methodology approaches, their purpose and benefits when developing AI-solution is given with case studies.