Front Cover; Digital Twin Driven Smart Manufacturing; Copyright Page; Contents; Preface; 1 Background and Connotation; 1 Background and Concept of Digital Twin; 1.1 Background of the Development of Digital Twin; 1.2 History of Digital Twin; 1.3 Concept of Digital Twin; 1.3.1 Theoretical Definition of Digital Twin; 1.3.2 Digital Twin in the Views of Enterprises; 1.3.3 Cores of Digital Twin: Models, Data, Connections, and Services; 1.4 Digital Twin and Related Concepts; 1.4.1 Digital Twin and Physical/Virtual Space; 1.4.2 Digital Twin and Virtual Prototype; 1.4.3 Digital Twin and PLM
1.4.4 Digital Twin and Digital Asset/Enterprise/Industry1.4.5 Digital Twin and Digital Thread; 1.4.6 Digital Twin and Digital Shadow; 1.5 Value of Digital Twin; 1.5.1 Increasing Visibility; 1.5.2 Reducing Time to Market; 1.5.3 Keeping Optimal Operation; 1.5.4 Reducing Energy Consumption; 1.5.5 Reducing Maintenance Cost; 1.5.6 Increasing User Engagement; 1.5.7 Fusing Information Technologies; 1.6 Summary; References; 2 Applications of Digital Twin; 2.1 Digital Twin in Product Lifecycle; 2.1.1 Digital Twin in Design Stage; 2.1.2 Digital Twin in Production Stage
2.1.3 Digital Twin in Service Stage2.1.4 Digital Twin Across Multiple Stages; 2.1.5 Observations; 2.1.5.1 Production and PHM Are the Most Popular Applied Fields for the DT; 2.1.5.2 DT Has Attracted the Most Attention in the United States, China, and Europe; 2.2 Digital Twin in Industrial Applications; 2.2.1 Digital Twin in Aerospace; 2.2.2 Digital Twin in Electric Power Generation; 2.2.3 Digital Twin in Automotive; 2.2.4 Digital Twin in Oil and Gas; 2.2.5 Digital Twin in Healthcare and Medicine; 2.2.6 Digital Twin in Maritime/Shipping; 2.2.7 Digital Twin in City Management
2.2.8 Digital Twin in Agriculture2.2.9 Digital Twin in Construction; 2.2.10 Digital Twin in Environmental Protection; 2.2.11 Digital Twin in Security and Emergency; 2.2.12 Observations; 2.3 Future Market for Digital Twin; 2.4 Challenges of Digital Twin Applications; 2.4.1 Cognitive and Technical Level of People; 2.4.2 Technology and Infrastructure; 2.4.3 Support Tools; 2.4.4 Standards and Specifications; 2.4.5 Cost Control and Management; 2.4.6 Cyber Security and Intellectual Property Rights; 2.4.7 Insufficient Development of Digital Twin; 2.5 Summary; References
3 Five-Dimension Digital Twin Modeling and Its Key Technologies3.1 Traditional Three-Dimension Digital Twin; 3.1.1 Three-Dimension Digital Twin; 3.1.2 Existing Works on Digital Twin Modeling; 3.2 New Requirements on Digital Twin; 3.2.1 From Application Aspect: Requiring Wider Application; 3.2.2 From Technology Aspect: Requiring to Embrace New IT; 3.2.3 From Modeling Object Aspect: Requiring Data and Services; 3.2.4 From Modeling Method Aspect: Requiring High-Fidelity Virtual Modeling; 3.3 Extended Five-Dimension Digital Twin; 3.3.1 Five-Dimension Digital Twin; 3.3.2 Physical Entity

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Context of Digital twin driven smart manufacturing, Fei Tao, Meng Zhang, A.Y.C. Nee

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