Digital Twin Driven Smart Manufacturing examines the background, latest research, and application models for digital twin technology, and shows how it can be central to a smart manufacturing process.
The interest in digital twin in manufacturing is driven by a need for excellent product reliability, and an overall trend towards intelligent, and connected manufacturing systems. This book provides an ideal entry point to this subject for readers in industry and academia, as it answers the questions: (a) What is a digital twin? (b) How to construct a digital twin? (c) How to use a digital twin to improve manufacturing efficiency? (d) What are the essential activities in the implementation of a digital twin? (e) What are the most important obstacles to overcome for the successful deployment of a digital twin? (f) What are the relations between digital twin and New Technologies? (g) How to combine digital twin with the New Technologies to achieve high efficiency and smartness in manufacturing?
This book focuses on these problems as it aims to help readers make the best use of digital twin technology towards smart manufacturing.
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Table of Contents
1. Background and Concept of Digital Twin2. Applications of Digital Twin
3. Digital Twin Modeling and Its Key Technologies
4. Digital Twin Shop-floor (DTS)
5. Equipment Energy Consumption Management in Digital Twin Shop-floor
6. Cyber-Physical Fusion in Digital Twin Shop-floor
7. Digital Twin Driven Prognostics and Health Management (PHM)
8. Digital Twin and Cloud, Fog, Edge Computing
9. Digital Twin and Big Data
10. Digital Twin and Services
11. Digital Twin and Virtual Reality, Augmented Reality and Mixed Reality
12. Digital Twin and Internet of Things
