{"product_id":"digital-twin-technology-9781119842200","title":"Digital Twin Technology","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePreface xv\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Overview of Digital Twin 1\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eManisha Vohra\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.1 A Simplistic Introduction to Digital Twin 1\u003c\/p\u003e \u003cp\u003e1.2 Basic Definition and Explanation of What is Digital Twin 5\u003c\/p\u003e \u003cp\u003e1.3 The History of Digital Twin 7\u003c\/p\u003e \u003cp\u003e1.4 Working 9\u003c\/p\u003e \u003cp\u003e1.5 Features 11\u003c\/p\u003e \u003cp\u003e1.5.1 Replication of Each and Every Aspect of the Original Device or Product 11\u003c\/p\u003e \u003cp\u003e1.5.2 Helps in Product Lifecycle Management 11\u003c\/p\u003e \u003cp\u003e1.5.3 Digital Twin can Prevent Downtime 11\u003c\/p\u003e \u003cp\u003e1.6 Advantages of Digital Twin 11\u003c\/p\u003e \u003cp\u003e1.6.1 Digital Twin is Helpful in Preventing Issues or Errors in the Actual Object, Product or Process 11\u003c\/p\u003e \u003cp\u003e1.6.2 Helps in Well Utilization of Resources 12\u003c\/p\u003e \u003cp\u003e1.6.3 Keeping Vigilance of the Actual Object, Product or Process Through Digital Twin is Possible 12\u003c\/p\u003e \u003cp\u003e1.6.4 Helps in Efficient Handling and Managing of Objects, Device, Equipment, etc. 12\u003c\/p\u003e \u003cp\u003e1.6.5 Reduction in Overall Cost of Manufacturing of Objects, Products, etc. 13\u003c\/p\u003e \u003cp\u003e1.7 Applications 13\u003c\/p\u003e \u003cp\u003e1.8 A Simple Example of Digital Twin Application 13\u003c\/p\u003e \u003cp\u003e1.9 Digital Twin Technology and the Metaverse 14\u003c\/p\u003e \u003cp\u003e1.10 Challenges 15\u003c\/p\u003e \u003cp\u003e1.10.1 Careful Handling of Different Factors Involved in Digital Twin 15\u003c\/p\u003e \u003cp\u003e1.10.2 Expertise Required 15\u003c\/p\u003e \u003cp\u003e1.10.3 Data Security and Privacy 15\u003c\/p\u003e \u003cp\u003e1.11 Conclusion 16\u003c\/p\u003e \u003cp\u003eReferences 16\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Introduction, History, and Concept of Digital Twin 19\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eN. Rajamurugu and M. K. Karthik\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.1 Introduction 19\u003c\/p\u003e \u003cp\u003e2.2 History of Digital Twin 21\u003c\/p\u003e \u003cp\u003e2.3 Concept of Digital Twin 23\u003c\/p\u003e \u003cp\u003e2.3.1 DTP 23\u003c\/p\u003e \u003cp\u003e2.3.2 DTI 24\u003c\/p\u003e \u003cp\u003e2.3.3 DTE 24\u003c\/p\u003e \u003cp\u003e2.3.4 Conceptualization 25\u003c\/p\u003e \u003cp\u003e2.3.5 Comparison 25\u003c\/p\u003e \u003cp\u003e2.3.6 Collaboration 25\u003c\/p\u003e \u003cp\u003e2.4 Working Principle 26\u003c\/p\u003e \u003cp\u003e2.5 Characteristics of Digital Twin 27\u003c\/p\u003e \u003cp\u003e2.5.1 Homogenization 27\u003c\/p\u003e \u003cp\u003e2.5.2 Digital Trail 27\u003c\/p\u003e \u003cp\u003e2.5.3 Connectivity 27\u003c\/p\u003e \u003cp\u003e2.6 Advantages 28\u003c\/p\u003e \u003cp\u003e2.6.1 Companies Can Benefit From Digital Twin by Tracking Performance-Related Data 28\u003c\/p\u003e \u003cp\u003e2.6.2 Different Sector’s Progress Can Be Accelerated 28\u003c\/p\u003e \u003cp\u003e2.6.3 Digital Twins Can Be Used for Various Application 28\u003c\/p\u003e \u003cp\u003e2.6.4 Digital Twin Can Help Decide Future Course of Work 28\u003c\/p\u003e \u003cp\u003e2.6.5 Manufacturing Work Can Be Monitored 29\u003c\/p\u003e \u003cp\u003e2.7 Limitations 29\u003c\/p\u003e \u003cp\u003e2.7.1 Data Transmission Could Have Delays and Distortions 29\u003c\/p\u003e \u003cp\u003e2.7.2 Digital Twin Implementation Will Need Required Skills and Sound Knowledge About It 29\u003c\/p\u003e \u003cp\u003e2.8 Example of Digital Twin Application 29\u003c\/p\u003e \u003cp\u003e2.8.1 Digital Twin Application in General Electric (GE) Renewable Energy 29\u003c\/p\u003e \u003cp\u003e2.9 Conclusion 30\u003c\/p\u003e \u003cp\u003eReferences 30\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 An Insight to Digital Twin 33\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eAnant Kumar Patel, Ashish Patel and Kanchan Mona Patel\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3.1 Introduction 33\u003c\/p\u003e \u003cp\u003e3.2 Understanding Digital Twin 35\u003c\/p\u003e \u003cp\u003e3.3 Digital Twin History 36\u003c\/p\u003e \u003cp\u003e3.4 Essential Aspects From Working Perspectives of Digital Twin 37\u003c\/p\u003e \u003cp\u003e3.5 How Does a Digital Twin Work? 37\u003c\/p\u003e \u003cp\u003e3.6 Insights to Digital Twin Technology Concept 38\u003c\/p\u003e \u003cp\u003e3.6.1 Parts Twins 38\u003c\/p\u003e \u003cp\u003e3.6.2 Product Twins 39\u003c\/p\u003e \u003cp\u003e3.6.3 System Twins 39\u003c\/p\u003e \u003cp\u003e3.6.4 Process Twins 39\u003c\/p\u003e \u003cp\u003e3.7 Types of Digital Twin 39\u003c\/p\u003e \u003cp\u003e3.7.1 Digital Twin Prototype (DTP) 40\u003c\/p\u003e \u003cp\u003e3.7.2 Digital Twin Instance (DTI) 40\u003c\/p\u003e \u003cp\u003e3.7.3 Digital Twin Environment (DTE) 40\u003c\/p\u003e \u003cp\u003e3.8 Traits of Digital Twin 40\u003c\/p\u003e \u003cp\u003e3.8.1 Look Same as the Original Object 40\u003c\/p\u003e \u003cp\u003e3.8.2 Consists Different Details of the Original Object 41\u003c\/p\u003e \u003cp\u003e3.8.3 Behaves Same as the Original Object 41\u003c\/p\u003e \u003cp\u003e3.8.4 Can Predict and Inform in Advance About Problems That Could Occur 41\u003c\/p\u003e \u003cp\u003e3.9 Value of Digital Twin 41\u003c\/p\u003e \u003cp\u003e3.10 Advantages of Digital Twin 42\u003c\/p\u003e \u003cp\u003e3.11 Real-World Examples of Use of Digital Twin 43\u003c\/p\u003e \u003cp\u003e3.12 Conclusion 44\u003c\/p\u003e \u003cp\u003eReferences 45\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Digital Twin Solution Architecture 47\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSuhas D. Joshi\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4.1 Introduction 47\u003c\/p\u003e \u003cp\u003e4.2 Previous Work 48\u003c\/p\u003e \u003cp\u003e4.2.1 How This Work Differs 49\u003c\/p\u003e \u003cp\u003e4.3 Use Cases 50\u003c\/p\u003e \u003cp\u003e4.4 Architecture Considerations 51\u003c\/p\u003e \u003cp\u003e4.5 Understanding the Physical Object 52\u003c\/p\u003e \u003cp\u003e4.5.1 Modeling Considerations 55\u003c\/p\u003e \u003cp\u003e4.6 Digital Twin and IoT 56\u003c\/p\u003e \u003cp\u003e4.7 Digital Twin Solution Architecture 57\u003c\/p\u003e \u003cp\u003e4.7.1 Conceptual Digital Twin Solution Architecture 57\u003c\/p\u003e \u003cp\u003e4.7.2 Infrastructure Platform and IoT Services 57\u003c\/p\u003e \u003cp\u003e4.7.3 Digital Twin Data and Process Model 57\u003c\/p\u003e \u003cp\u003e4.7.4 Digital Twin Services 60\u003c\/p\u003e \u003cp\u003e4.7.5 Digital Twin Applications 61\u003c\/p\u003e \u003cp\u003e4.7.6 Sample Basic Data Flow through Digital Twin 61\u003c\/p\u003e \u003cp\u003e4.7.7 Sample Data Flow for Exception Handling 63\u003c\/p\u003e \u003cp\u003e4.7.8 Sample Data Flow through Digital Twin Applications 63\u003c\/p\u003e \u003cp\u003e4.7.9 Development Considerations 65\u003c\/p\u003e \u003cp\u003e4.8 Database Considerations 66\u003c\/p\u003e \u003cp\u003e4.9 Messaging 67\u003c\/p\u003e \u003cp\u003e4.10 Interfaces 69\u003c\/p\u003e \u003cp\u003e4.11 User Experience 70\u003c\/p\u003e \u003cp\u003e4.12 Cyber Security 70\u003c\/p\u003e \u003cp\u003e4.13 Use Case Coverage 71\u003c\/p\u003e \u003cp\u003e4.14 Future Direction and Trends 73\u003c\/p\u003e \u003cp\u003e4.15 Conclusion 74\u003c\/p\u003e \u003cp\u003eReferences 74\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Role of Digital Twin Technology in Medical Sector—Toward Ensuring Safe Healthcare 77\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eS.N. Kumar, A. Lenin Fred, L.R. Jonisha Miriam, Christina Jane I., H. Ajay Kumar, Parasuraman Padmanabhan and Balazs Gulyas\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.1 Introduction to Digital Twin 78\u003c\/p\u003e \u003cp\u003e5.2 Generic Applications of Digital Twin 79\u003c\/p\u003e \u003cp\u003e5.3 Digital Twin Applications in Medical Field 83\u003c\/p\u003e \u003cp\u003e5.3.1 Biosignal and Physiological Parameters Analysis for Body Area Network 84\u003c\/p\u003e \u003cp\u003e5.3.2 Medicinal Drug Delivery 85\u003c\/p\u003e \u003cp\u003e5.3.3 Surgical Preplanning 86\u003c\/p\u003e \u003cp\u003e5.3.4 COVID 19 Screening and Diagnosis 87\u003c\/p\u003e \u003cp\u003e5.4 Ongoing and Future Applications of Digital Twin in Healthcare Sector 89\u003c\/p\u003e \u003cp\u003e5.5 Conclusion 89\u003c\/p\u003e \u003cp\u003eAcknowledgments 90\u003c\/p\u003e \u003cp\u003eReferences 90\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Digital Twin as a Revamping Tool for Construction Industry 97\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eGreeshma A. S. and Philbin M. Philip\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.1 Introduction 97\u003c\/p\u003e \u003cp\u003e6.2 Introduction to Digital Twin 99\u003c\/p\u003e \u003cp\u003e6.3 Overview of Digital Twin in Construction 100\u003c\/p\u003e \u003cp\u003e6.4 The Perks of Digital Twin 101\u003c\/p\u003e \u003cp\u003e6.5 The Evolution of Digital Twin 102\u003c\/p\u003e \u003cp\u003e6.6 Application of Digital Twin Technology in Construction Industry 103\u003c\/p\u003e \u003cp\u003e6.7 Digital Twins Application for Construction Working Personnel Safety 106\u003c\/p\u003e \u003cp\u003e6.8 Digital Twin Applications in Smart City Construction 107\u003c\/p\u003e \u003cp\u003e6.9 Discussion 107\u003c\/p\u003e \u003cp\u003e6.10 Conclusion 108\u003c\/p\u003e \u003cp\u003eReferences 109\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Digital Twin Applications and Challenges in Healthcare 111\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003ePavithra S., Pavithra D., Vanithamani R. and Judith Justin\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.1 Introduction 111\u003c\/p\u003e \u003cp\u003e7.2 Digital Twin 112\u003c\/p\u003e \u003cp\u003e7.3 Applications of Digital Twin 114\u003c\/p\u003e \u003cp\u003e7.3.1 Smart Cities 114\u003c\/p\u003e \u003cp\u003e7.3.2 Manufacturing Sector 115\u003c\/p\u003e \u003cp\u003e7.3.3 Healthcare 115\u003c\/p\u003e \u003cp\u003e7.3.4 Aviation 115\u003c\/p\u003e \u003cp\u003e7.3.5 The Disney Park 115\u003c\/p\u003e \u003cp\u003e7.4 Challenges with Digital Twin 115\u003c\/p\u003e \u003cp\u003e7.5 Digital Twin in Healthcare 116\u003c\/p\u003e \u003cp\u003e7.5.1 Digital Twin for Hospital Workflow Management 116\u003c\/p\u003e \u003cp\u003e7.5.2 Digital Twin for a Healthcare Facility 117\u003c\/p\u003e \u003cp\u003e7.5.3 Digital Twin for Different Medical Product Manufacturing 118\u003c\/p\u003e \u003cp\u003e7.5.4 Cardiovascular Digital Twin 118\u003c\/p\u003e \u003cp\u003e7.5.5 Digital Twin Utilization for Supporting Personalized Treatment 119\u003c\/p\u003e \u003cp\u003e7.5.6 Digital Twin for Multiple Sclerosis (MS) 119\u003c\/p\u003e \u003cp\u003e7.6 Digital Twin Challenges in Healthcare 119\u003c\/p\u003e \u003cp\u003e7.6.1 Need of Training and Knowledge 120\u003c\/p\u003e \u003cp\u003e7.6.2 Cost Factor 120\u003c\/p\u003e \u003cp\u003e7.6.3 Trust Factor 120\u003c\/p\u003e \u003cp\u003e7.7 Conclusion 121\u003c\/p\u003e \u003cp\u003eReferences 122\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Monitoring Structural Health Using Digital Twin 125\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSamaya Pillai, Venkatesh Iyengar and Pankaj Pathak\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.1 Introduction 126\u003c\/p\u003e \u003cp\u003e8.1.1 Digital Twin—The Approach and Uses 126\u003c\/p\u003e \u003cp\u003e8.2 Structural Health Monitoring Systems (SHMS) 128\u003c\/p\u003e \u003cp\u003e8.2.1 Criticality and Need for SHMS Approach 128\u003c\/p\u003e \u003cp\u003e8.2.2 Passive and Active SHMS 129\u003c\/p\u003e \u003cp\u003e8.3 Sensor Technology, Digital Twin (DT) and Structural Health Monitoring Systems (SHMS) 130\u003c\/p\u003e \u003cp\u003e8.4 Conclusion 135\u003c\/p\u003e \u003cp\u003eReferences 136\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Role and Advantages of Digital Twin in Oil and Gas Industry 141\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003ePrakash J.\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.1 Introduction 141\u003c\/p\u003e \u003cp\u003e9.2 Digital Twin 142\u003c\/p\u003e \u003cp\u003e9.3 Evolution of Digital Twin Technology 144\u003c\/p\u003e \u003cp\u003e9.4 Various Digital Twins that Can Be Built 145\u003c\/p\u003e \u003cp\u003e9.4.1 Parts Twins 145\u003c\/p\u003e \u003cp\u003e9.4.2 Product Twins or Asset Twins 146\u003c\/p\u003e \u003cp\u003e9.4.3 System Twins or Unit Twins 146\u003c\/p\u003e \u003cp\u003e9.4.4 Process Twins 146\u003c\/p\u003e \u003cp\u003e9.5 Advantage of Digital Twin 146\u003c\/p\u003e \u003cp\u003e9.5.1 Paced Prototypin 147\u003c\/p\u003e \u003cp\u003e9.5.2 Prediction 147\u003c\/p\u003e \u003cp\u003e9.5.3 Enhanced Maintenance 147\u003c\/p\u003e \u003cp\u003e9.5.4 Monitoring 147\u003c\/p\u003e \u003cp\u003e9.5.5 Safety 147\u003c\/p\u003e \u003cp\u003e9.5.6 Reduced Waste 147\u003c\/p\u003e \u003cp\u003e9.6 Applications of Digital Twin 148\u003c\/p\u003e \u003cp\u003e9.6.1 Aerospace 148\u003c\/p\u003e \u003cp\u003e9.6.2 Power-Generation Equipment 148\u003c\/p\u003e \u003cp\u003e9.6.3 Structures and Their Systems 148\u003c\/p\u003e \u003cp\u003e9.6.4 Manufacturing Operations 149\u003c\/p\u003e \u003cp\u003e9.6.5 Healthcare Services 149\u003c\/p\u003e \u003cp\u003e9.6.6 Automotive Industry 149\u003c\/p\u003e \u003cp\u003e9.6.7 Urban Planning and Construction 149\u003c\/p\u003e \u003cp\u003e9.6.8 Smart Cities 149\u003c\/p\u003e \u003cp\u003e9.6.9 Industrial Applications 149\u003c\/p\u003e \u003cp\u003e9.7 Characteristics of Digital Twin 150\u003c\/p\u003e \u003cp\u003e9.7.1 High-Fidelity 150\u003c\/p\u003e \u003cp\u003e9.7.2 Lively 150\u003c\/p\u003e \u003cp\u003e9.7.3 Multidisciplinary 150\u003c\/p\u003e \u003cp\u003e9.7.4 Homogenization 150\u003c\/p\u003e \u003cp\u003e9.7.5 Digital Footprint 151\u003c\/p\u003e \u003cp\u003e9.8 Digital Twin in Oil and Gas Industry 151\u003c\/p\u003e \u003cp\u003e9.9 Role of Digital Twin in the Various Areas of Oil and Gas Industry 152\u003c\/p\u003e \u003cp\u003e9.9.1 Planning of Drilling Process 153\u003c\/p\u003e \u003cp\u003e9.9.2 Performance Monitoring of Oil Field 153\u003c\/p\u003e \u003cp\u003e9.9.3 Data Analytics and Simulation for Oil Field Production 153\u003c\/p\u003e \u003cp\u003e9.9.4 Improving Field Personnel and Workforce Safety 153\u003c\/p\u003e \u003cp\u003e9.9.5 Predictive Maintenance 153\u003c\/p\u003e \u003cp\u003e9.10 The Advantages of Digital Twin in the Oil and Gas Industry 154\u003c\/p\u003e \u003cp\u003e9.10.1 Production Efficacy 154\u003c\/p\u003e \u003cp\u003e9.10.2 Preemptive Maintenance 154\u003c\/p\u003e \u003cp\u003e9.10.3 Scenario Development 154\u003c\/p\u003e \u003cp\u003e9.10.4 Different Processes Monitoring 155\u003c\/p\u003e \u003cp\u003e9.10.5 Compliance Criteria 155\u003c\/p\u003e \u003cp\u003e9.10.6 Cost Savings 155\u003c\/p\u003e \u003cp\u003e9.10.7 Workplace Safety 155\u003c\/p\u003e \u003cp\u003e9.11 Conclusion 155\u003c\/p\u003e \u003cp\u003eReferences 156\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Digital Twin in Smart Cities: Application and Benefits 159\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eManisha Vohra\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.1 Introduction 159\u003c\/p\u003e \u003cp\u003e10.2 Introduction of Digital Twin in Smart Cities 162\u003c\/p\u003e \u003cp\u003e10.3 Applications of Digital Twin in Smart Cities 164\u003c\/p\u003e \u003cp\u003e10.3.1 Traffic Management 164\u003c\/p\u003e \u003cp\u003e10.3.2 Construction 165\u003c\/p\u003e \u003cp\u003e10.3.3 Structural Health Monitoring 166\u003c\/p\u003e \u003cp\u003e10.3.4 Healthcare 167\u003c\/p\u003e \u003cp\u003e10.3.5 Digital Twin for Drainage System 168\u003c\/p\u003e \u003cp\u003e10.3.6 Digital Twin for Power Grid 169\u003c\/p\u003e \u003cp\u003e10.4 Conclusion 169\u003c\/p\u003e \u003cp\u003eReferences 170\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Digital Twin in Pharmaceutical Industry 173\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eAnant Kumar Patel, Ashish Patel and Kanchan Mona Patel\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1 Introduction 173\u003c\/p\u003e \u003cp\u003e11.2 What is Digital Twin? 175\u003c\/p\u003e \u003cp\u003e11.2.1 Digital Twin Prototype (DTP) 176\u003c\/p\u003e \u003cp\u003e11.2.2 Digital Twin Instance 176\u003c\/p\u003e \u003cp\u003e11.2.3 Parts Twins 177\u003c\/p\u003e \u003cp\u003e11.2.4 Product Twins 177\u003c\/p\u003e \u003cp\u003e11.2.5 System Twins 177\u003c\/p\u003e \u003cp\u003e11.2.6 Process Twins 178\u003c\/p\u003e \u003cp\u003e11.3 Digital Twin in the Pharmaceutical Industry 178\u003c\/p\u003e \u003cp\u003e11.4 Digital Twin Applications in Pharmaceutical Industry 180\u003c\/p\u003e \u003cp\u003e11.4.1 Digital Twin of the Pharmaceutical Manufacturing Process 180\u003c\/p\u003e \u003cp\u003e11.4.2 Digital Twin for Pharmaceutical Supply Chains 180\u003c\/p\u003e \u003cp\u003e11.5 Examples of Use of Digital Twin in Pharmaceutical Industry 181\u003c\/p\u003e \u003cp\u003e11.5.1 Digital Twin Simulator for Supporting Scientific Exchange of Views With Expert Physicians 181\u003c\/p\u003e \u003cp\u003e11.5.2 Digital Twin for Medical Products 182\u003c\/p\u003e \u003cp\u003e11.5.3 Digital Twin for Pharmaceutical Companies 182\u003c\/p\u003e \u003cp\u003e11.6 Advantages of Digital Twin in the Pharmaceutical Industry 182\u003c\/p\u003e \u003cp\u003e11.6.1 Wastage Can Be Reduced 182\u003c\/p\u003e \u003cp\u003e11.6.2 Cost Savings 183\u003c\/p\u003e \u003cp\u003e11.6.3 Faster Time to Market 183\u003c\/p\u003e \u003cp\u003e11.6.4 Smooth Management 183\u003c\/p\u003e \u003cp\u003e11.6.5 Remote Monitoring 184\u003c\/p\u003e \u003cp\u003e11.7 Digital Twin in the Pharmaceutical Industry as a Game-Changer 184\u003c\/p\u003e \u003cp\u003e11.8 Conclusion 184\u003c\/p\u003e \u003cp\u003eReferences 185\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 Different Applications and Importance of Digital Twin 189\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eR. Suganya, Seyed M. Buhari and S. Rajaram\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1 Introduction 189\u003c\/p\u003e \u003cp\u003e12.2 History of Digital Twin 191\u003c\/p\u003e \u003cp\u003e12.3 Applications of Digital Twin 192\u003c\/p\u003e \u003cp\u003e12.3.1 Agriculture 193\u003c\/p\u003e \u003cp\u003e12.3.2 Education 193\u003c\/p\u003e \u003cp\u003e12.3.3 Healthcare 194\u003c\/p\u003e \u003cp\u003e12.3.4 Manufacturing and Industry 195\u003c\/p\u003e \u003cp\u003e12.3.5 Automotive Industry 197\u003c\/p\u003e \u003cp\u003e12.3.6 Security 198\u003c\/p\u003e \u003cp\u003e12.3.7 Smart Cities 199\u003c\/p\u003e \u003cp\u003e12.3.8 Weather Forecasting and Meteorology 199\u003c\/p\u003e \u003cp\u003e12.4 Importance of Digital Twin 199\u003c\/p\u003e \u003cp\u003e12.5 Challenges 200\u003c\/p\u003e \u003cp\u003e12.6 Conclusion 200\u003c\/p\u003e \u003cp\u003eReferences 201\u003c\/p\u003e \u003cp\u003e\u003cb\u003e13 Digital Twin in Development of Products 205\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003ePedro Pablo Chambi Condori\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e13.1 Introduction 206\u003c\/p\u003e \u003cp\u003e13.2 Digital Twin 207\u003c\/p\u003e \u003cp\u003e13.2.1 Digital Twin Types 210\u003c\/p\u003e \u003cp\u003e13.3 Different Aspects of an Organization and Digital Twin in Development of Products in Organizations 210\u003c\/p\u003e \u003cp\u003e13.4 Implications of Digital Twin in Development of Products in Organizations 214\u003c\/p\u003e \u003cp\u003e13.5 Advantages 214\u003c\/p\u003e \u003cp\u003e13.5.1 Digital Twin Helps in Decision Making 214\u003c\/p\u003e \u003cp\u003e13.5.2 Avoiding Downtine 215\u003c\/p\u003e \u003cp\u003e13.5.3 Maximizing Efficiency 215\u003c\/p\u003e \u003cp\u003e13.5.4 Cost Savings 215\u003c\/p\u003e \u003cp\u003e13.5.5 Optimum Use of Resources 215\u003c\/p\u003e \u003cp\u003e13.6 Conclusion 215\u003c\/p\u003e \u003cp\u003eReferences 216\u003c\/p\u003e \u003cp\u003e\u003cb\u003e14 Possibilities with Digital Twin 219\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eVismay Shah and Anilkumar Suthar\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e14.1 Introduction 219\u003c\/p\u003e \u003cp\u003e14.2 What is Digital Twin Technology? 220\u003c\/p\u003e \u003cp\u003e14.3 Possibilities With Digital Twin in Aviation Sector 224\u003c\/p\u003e \u003cp\u003e14.3.1 Aviation Engineering in Combination With Digital Twin 224\u003c\/p\u003e \u003cp\u003e14.3.2 Concept of Digital Twin for Aviation Components 225\u003c\/p\u003e \u003cp\u003e14.3.3 How Important is Digital Twin in the Aviation Industry? 225\u003c\/p\u003e \u003cp\u003e14.4 Possibilities With Digital Twin in Automotive Industry 226\u003c\/p\u003e \u003cp\u003e14.4.1 Digital Twin in Automotive Industry 226\u003c\/p\u003e \u003cp\u003e14.5 How Can Digital Twin Help in Improving Supply Chain Management? 228\u003c\/p\u003e \u003cp\u003e14.6 Discussion 229\u003c\/p\u003e \u003cp\u003e14.7 Conclusion 229\u003c\/p\u003e \u003cp\u003eReferences 229\u003c\/p\u003e \u003cp\u003e\u003cb\u003e15 Digital Twin: Pros and Cons 233\u003c\/b\u003e\u003cb\u003e\u003cbr\u003e \u003c\/b\u003e\u003ci\u003ePrakash J.\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e15.1 Introduction 233\u003c\/p\u003e \u003cp\u003e15.2 Introduction to Digital Twin 234\u003c\/p\u003e \u003cp\u003e15.3 Pros of Digital Twin 238\u003c\/p\u003e \u003cp\u003e15.3.1 Digital Twin Can Forecast the Problem in Advance Before Its Arrival 238\u003c\/p\u003e \u003cp\u003e15.3.2 Digital Twin Can Be Used in Monitoring Work 239\u003c\/p\u003e \u003cp\u003e15.3.3 Reduction in Waste 240\u003c\/p\u003e \u003cp\u003e15.3.4 Helps Avoid Hazardous Situations at Work 240\u003c\/p\u003e \u003cp\u003e15.3.5 Increases Speed of Work Completion 240\u003c\/p\u003e \u003cp\u003e15.4 Cons of Digital Twin 240\u003c\/p\u003e \u003cp\u003e15.4.1 Deep Knowledge Will Be Needed for Creating and Handling the Digital Twin 241\u003c\/p\u003e \u003cp\u003e15.4.2 Issues with Sensors Issue Can Affect the Digital Twin 241\u003c\/p\u003e \u003cp\u003e15.4.3 Security 241\u003c\/p\u003e \u003cp\u003e15.5 Application Wise Pros of Digital Twin 241\u003c\/p\u003e \u003cp\u003e15.5.1 Oil and Gas Sector 242\u003c\/p\u003e \u003cp\u003e15.5.2 Industrial Sector 242\u003c\/p\u003e \u003cp\u003e15.5.3 Automotive Sector 242\u003c\/p\u003e \u003cp\u003e15.5.4 Construction Sector 242\u003c\/p\u003e \u003cp\u003e15.6 Conclusion 243\u003c\/p\u003e \u003cp\u003eReferences 243\u003c\/p\u003e \u003cp\u003eIndex 247\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49407168971095,"sku":"9781119842200","price":133.2,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119842200.jpg?v=1730498413","url":"https:\/\/bookcurl.com\/products\/digital-twin-technology-9781119842200","provider":"Book Curl","version":"1.0","type":"link"}