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Simulation Techniques of Digital Twin in Real-Time Applications
Design Modeling and Implementation
Abhineet Anand (Edited by), Anita Sardana (Edited by), Abhishek Kumar (Edited by), Srikanta Kumar Mohapatra (Edited by), Shikha Gupta (Edited by)
9781394256976, Wiley
Hardback, published 12 June 2024
384 pages
22.9 x 15.2 x 2.4 cm, 0.771 kg
SIMULATION TECHNIQUES OF DIGITAL TWIN IN REAL-TIME APPLICATIONS The book gives a complete overview of implementing digital twin technology in real-time scenarios while emphasizing how this technology can be embedded with running technologies to solve all other issues. Divided into two parts with Part 1 focusing on simulated techniques in digital twin technology and Part 2 on real-time applications of digital twin technology, the book collects a significant number of important research articles from domain-specific experts. The book sheds light on the various techniques of digital twin technology that are implemented in various application areas. It emphasizes error findings and respective solutions before the actual event happens. Most of the features in the book are on the implementation of strategies in real-time applications. Various real-life experiences are taken to show the proper implementation of simulation technologies. The book shows how engineers of any technology can input their research ideas to convert to real scenarios by using replicas. Hence, the book has a collection of research articles from various engineers with expertise in different technologies from many regions of the world. It shows how to implement the embedded real-time data into technologies. Specifically, the chapters relate to the auto landing and cruising features in aerial vehicles, automated coal mining simulation strategy, the enhancement of workshop equipment, and implementation in power energy management for urban railways. This book also describes the coherent mechanism of digital twin technologies with deep neural networks and artificial intelligence. Audience Researchers, engineers, and students in computer science, software engineering and industrial engineering, will find this book to be very useful.
Preface xv Part 1: A Guide to Simulated Techniques in Digital Twin 1 1 Introduction to Different Simulation Techniques of Digital Twin Development 3 2 Comprehensive Analysis of Error Rate and Channel Capacity of Fisher Snedecor Composite Fading Model 25 3 Implementation of Automatic Driving Car Test Approach Based on a Digital Twinning Technology and by Embedding Artificial Intelligence 57 4 Intelligent Monitoring of Transformer Equipment in Terms of Earlier Fault Diagnosis Based on Digital Twins 87 5 Digital Twin System for Intelligent Construction of Large Span Assembly Type Steel Bridge 107 6 Digital Twin Application on System Identification and Control 123 Part 2: Real Time Applications of Digital Twin 163 7 Digital Twinning-Based Autonomous Take-Off, Landing, and Cruising for Unmanned Aerial Vehicles 165 8 Execution of Fully Automated Coal Mining Face With Transparent Digital Twin Self-Adaptive Mining System 183 9 MGF-Based BER and Channel Capacity Analysis of Fisher Snedecor Composite Fading Model 195 10 Precision Agriculture: An Augmented Datasets and CNN Model-Based Approach to Diagnose Diseases in Fruits and Vegetable Crops 215 11 A Simulation-Based Study of a Digital Twin Model of the Air Purifier System in Chandigarh Using LabVIEW 243 12 Use of Digital Twin in Predicting the Life of Aircraft Main Bearing 261 13 Power Energy System Consumption Analysis in Urban Railway by Digital Twin Method 289 14 Based on Digital Twin Technology, an Early Warning System and Strategy for Predicting Urban Waterlogging 301 15 Advanced Real-Time Simulation Framework for the Physical Interaction Dynamics of Production Lines Leveraging Digital Twin Paradigms 319 Index 345
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Subject Areas: Electronics & communications engineering [TJ]
