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.
1. Cover image - p. Cover 2. Title page - p. iii 3. Table of Contents - p. iii 4. Copyright - p. iv 5. Preface - p. ix 6. Part 1: Background and Connotation - p. xi 7. Chapter 1. Background and Concept of Digital Twin - p. 3 8. Chapter 2. Applications of Digital Twin - p. 29 9. Chapter 3. Five-Dimension Digital Twin Modeling and Its Key Technologies - p. 63 10. Part 2: Digital Twin Driven Smart Manufacturing - p. 79 11. Chapter 4. Digital Twin Shop-Floor - p. 85 12. Chapter 5. Equipment Energy Consumption Management in Digital Twin Shop-Floor - p. 111 13. Chapter 6. Cyber–Physical Fusion in Digital Twin Shop-Floor - p. 125 14. Chapter 7. Digital Twin-Driven Prognostics and Health Management - p. 141 15. Part 3: Digital Twin and New Technologies - p. 165 16. Chapter 8. Digital Twin and Cloud, Fog, Edge Computing - p. 171 17. Chapter 9. Digital Twin and Big Data - p. 183 18. Chapter 10. Digital Twin and Services - p. 203 19. Chapter 11. Digital Twin and Virtual Reality and Augmented Reality/Mixed Reality - p. 219 20. Chapter 12. Digital Twin, Cyber–Physical System, and Internet of Things - p. 243 21. Index - p. 257
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.
1. Cover image - p. Cover 2. Title page - p. iii 3. Table of Contents - p. iii 4. Copyright - p. iv 5. Preface - p. ix 6. Part 1: Background and Connotation - p. xi 7. Chapter 1. Background and Concept of Digital Twin - p. 3 8. Chapter 2. Applications of Digital Twin - p. 29 9. Chapter 3. Five-Dimension Digital Twin Modeling and Its Key Technologies - p. 63 10. Part 2: Digital Twin Driven Smart Manufacturing - p. 79 11. Chapter 4. Digital Twin Shop-Floor - p. 85 12. Chapter 5. Equipment Energy Consumption Management in Digital Twin Shop-Floor - p. 111 13. Chapter 6. Cyber–Physical Fusion in Digital Twin Shop-Floor - p. 125 14. Chapter 7. Digital Twin-Driven Prognostics and Health Management - p. 141 15. Part 3: Digital Twin and New Technologies - p. 165 16. Chapter 8. Digital Twin and Cloud, Fog, Edge Computing - p. 171 17. Chapter 9. Digital Twin and Big Data - p. 183 18. Chapter 10. Digital Twin and Services - p. 203 19. Chapter 11. Digital Twin and Virtual Reality and Augmented Reality/Mixed Reality - p. 219 20. Chapter 12. Digital Twin, Cyber–Physical System, and Internet of Things - p. 243 21. Index - p. 257
