Handbook on Digital Twin and Artificial Intelligence Techniques for Rail Applications
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Handbook on Digital Twin and Artificial Intelligence Techniques for Rail Applications

Handbook on Digital Twin and Artificial Intelligence Techniques for Rail Applications

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About the Book

With contributions from experts from around the world, this handbook aims to systemize the existing experience and knowledge that can be used to the development of more efficient and controlled railway systems. As a result, the handbook showcases the modern methods, methodologies and frameworks for the development of DT and AI architectures and apparatus in the area of the existing railway systems and transport engineering tasks. The chapters cover varies specialized topics, such as the processes related to the transformation of a physical twin into a digital twin; the application of data-driven and physics-based simulation approaches in the development of digital twins; asset management application tasks with the implementation of DT and AI; experimental and field applications of the DT and AI concepts and technologies in railway transport system design and predictive maintenance tasks, etc. Handbook on Digital Twin and Artificial Intelligence Techniques for Rail Applications is essential reading for engineers, practitioners and researchers involved in the development of railway transport and transit systems.

Table of Contents:
1 Introduction to Digital Twins and Artificial Intelligence 2 Architecture concepts of digital twins 3 Data Collection and Management for Digital Twins 4 Digital Twin Modeling and Simulation 5 Development of data-driven digital twin 6 Development of physics-based digital twin 7 Development of human digital twin interaction 8 Digital Twins for Rail Vehicle Designs 9 Digital Twins for Railway Asset Management and Maintenance systems 10 Digital Twins for Train Operation Optimisations 11 Digital Twins for Train Operational Safety and Reliability 12 Digital Twins for Rail Network Infrastructure 13 AI in Digital Twins for Rail Operations 14 AI for Rolling Stock 15 AI for Rail Infrastructure and Maintenance 16 Digital Twin and Artificial Intelligence for Railway Hubs Design and Management 17 Ethical consideration for AI implementation in Rail Domain 18 Integration of AI in Digital Twin Technologies 19 Future of Digital Twins in the Rail Industry


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Product Details
  • ISBN-13: 9781040357736
  • Publisher: Taylor & Francis Ltd
  • Publisher Imprint: CRC Press
  • Language: English
  • ISBN-10: 1040357733
  • Publisher Date: 17 Jun 2025
  • Binding: Digital (delivered electronically)


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Handbook on Digital Twin and Artificial Intelligence Techniques for Rail Applications
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Handbook on Digital Twin and Artificial Intelligence Techniques for Rail Applications
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