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Full Description
This book provides a comprehensive overview of the concept of digital twins, emphasising its strategic importance across various commercial domains. This book covers the fundamentals, data requirements, tools, and technologies essential for understanding and implementing digital twins. It discusses how digital twins are used for running simulations, analysing performance issues, and generating potential improvements to optimise business processes. The book explores the architecture, historical background, and real-time applications in sectors including urban planning, healthcare, smart cities, and manufacturing.
Explains digital twin technology, including its core principles, architecture, and how it replicates physical objects in virtual platforms, in detail
Covers the data types and tools necessary for creating and maintaining digital twins, including sensors, data processing systems, and integration methodologies
Explores technologies such as Computer Vision, IoT, AI, ML, 5G, AR, and VR that drive the functionality and application of digital twins
Analyses practical applications in diverse sectors like urban planning, smart cities, healthcare, manufacturing operations, and power-generation equipment, showcasing real-world use cases and benefits
Examines real-time challenges and limitations associated with implementing digital twin technology, providing a balanced view of its capabilities and constraints
It is a reference book for researchers, scholars, and students who are working or interested in learning about digital twin technology.
Contents
1.An Introduction to Digital Twins and Simulation 2. A Multilayered Architecture of Digital Twin Technology 3. Understanding Data Framework for Digital Twinning 4. A Digital Twinning for Advanced Precision Medicine and Patient Care: Tools and Technologies 5. Metaverse Marketing Strategies using IoT and 5G 6. Geospatial Digital Twins - An Emerging Technology in GIS 7. A Cardiac Medicine and Surgery using Digital Twinning: A New Era in Patient Care 8.Applications of Digital Twins in Personalized Medicine and Healthcare 9. Building Future-Ready Cities: The Power of Digital Twins in Indo-Dutch Collaboration 10. Transductive and Inductive GNNs for Moving Object Detection in Surface Scenes for Digital Twin Generation 11. Towards Graph Refactoring in Latent Space for Underwater Moving Object Detection for Digital Twins 12. Towards a Complete System for Pupil Monitoring using Deep Learning for Digital Twins 13. Emerging Application of Digital Twin Technology towards Development of Smart Infrastructure 14. Navigating the Complexities: Limitations and Challenges of Digital Twin Technology in Smart Cities
