Table of Content

1.0    Executive Summary

2.0    Introduction
2.1    Overview
2.1.1    Understanding Digital Twinning
2.1.2    Cognitive Digital Twining
2.1.3    Digital Thread
2.1.4    Convergence of Sensors and Simulations
2.1.5    IoT API
2.1.6    Software Modules and Elements
2.1.7    Types of Digital Twinning
2.1.8    Digital Twinning Work Process
2.1.9    Importance of Digital Twinning
2.2    Related Technologies and Impact on Digital Twinning
2.2.1    Industrial Internet and Industry 4.0
2.2.2    Pairing Technology
2.2.3    Cyber Physical System
2.2.4    AR, VR and Mixed Reality
2.2.5    Artificial Intelligence and Machine Learning
2.2.6    Additive Manufacturing and 3D Printing
2.2.6.1    DTAM Process
2.3    Potential Application and Outcome Analysis
2.3.1    Maintenance, Repair and Overhaul Operation
2.3.2    Digital Avatar of Consumer Assets
2.3.3    Performance/Service Monitoring
2.3.4    Inspection and Repair
2.3.5    Predictive Maintenance
2.3.6    Product Design & Development
2.3.7    Composite Assembling/Manufacturing
2.3.8    Potential Business Outcome
2.4    Digital Twinning Service Ecosystem
2.4.1    Industrial IoT
2.4.2    Consumer IoT
2.4.3    Industry Development
2.4.4    Digital Twinning as a Service

3.0    Digital Twins Company Assessment
3.1    ABB
3.2    Allerin Tech Pvt. Ltd.
3.3    Altair Engineering, Inc.
3.4    Amazon Web Services
3.5    ANSYS
3.6    Aucotec AG
3.7    Autodesk Inc.
3.8    Bentley Systems, Incorporated
3.9    CADFEM GmbH
3.10    Cisco Systems
3.11    Cityzenith
3.12    CoSMo Company SAS
3.13    Dassault Systems
3.14    Digital Twin Consortium
3.15    Digital Twin Technologies
3.16    DNV GL
3.17    DXC Technology
3.18    Eclipse Foundation
3.19    Emerson
3.20    Emesent
3.21    Faststream Technologies
3.22    FEINGUSS BLANK GmbH
3.23    Flowserve
3.24    Forward Networks
3.25    General Electric
3.26    Google
3.27    Hitachi Ltd.
3.28    Honeywell
3.29    HP
3.30    IBM
3.31    Industrial Internet Consortium
3.32    Intellias
3.33    Invicara
3.34    KBMax
3.35    Lanner Electronics
3.36    Microsoft
3.37    National Instruments
3.38    NavVis
3.39    Oracle
3.40    PETRA Data Science
3.41    Physical Web
3.42    Pratiti Technologies
3.43    Prodea System Inc.,
3.44    PTC
3.45    QiO Technologies
3.46    Robert Bosch (Germany)
3.47    SAP
3.48    Schneider
3.49    SenSat
3.50    Siemens
3.51    Sight Machine Inc.
3.52    Simplifa GmbH
3.53    Softweb Solutions Inc.
3.54    Sogeti Group
3.55    SWIM.AI (US).
3.56    Synavision
3.57    Sysmex Corporation
3.58    TIBCO Software
3.59    Toshiba Corporation
3.60    UrsaLeo
3.61    Virtalis Limited
3.62    Visualiz
3.63    Wipro Limited
3.64    XenonStack
3.65    Zest Labs

4.0    Digital Twins Market Analysis and Forecasts 2020 to 2027
4.1    Global Digital Twins 2020 – 2025
4.2    Digital Twins Market by Type of Twinning 2020 – 2025
4.3    Digital Twins Applications 2020 – 2025
4.4    Digital Twins by Industry 2020 – 2025
4.4.1    Digital Twins in Manufacturing by Type 2020 – 2025
4.4.2    Digital Twins in Smart City by Type 2020 – 2025
4.4.3    Digital Twins in Automotive by Type 2020 – 2025
4.4.4    Digital Twins in Healthcare by Type 2020 – 2025
4.4.5    Digital Twins in Transport by Type 2020 – 2025
4.5    Digital Twins by Region 2020 – 2025
4.5.1    North America Digital Twins 2020 – 2025
4.5.2    South America Digital Twins 2020 – 2025
4.5.3    Europe Digital Twins 2020 – 2025
4.5.4    APAC Digital Twins 2020 – 2025
4.5.5    MEA Digital Twins 2020 – 2025

5.0    Conclusions and Recommendations

Figures

Figure 1: Digital Twinning Model    
Figure 2: Building Blocks of Cognitive Digital Twinning    
Figure 3: Sample Digital Thread Model in Digital Manufacturing Transformation Process    
Figure 4: Example of Types of Digital Twinning    
Figure 5: Industrial Internet Building Block and Digital Twinning    
Figure 6: Additive Manufacturing Path and Goal    
Figure 7: Digital Thread for Additive Manufacturing in AM Process    
Figure 8: Data Fusion for MRO Operation    
Figure 9: Plataine Composite Manufacturing Model    
Figure 10: Digital Twinning Application and Outcome    
Figure 11: Global Digital Twins 2020 – 2025    
Figure 12: Digital Twins Types 2020 – 2025    
Figure 13: Digital Twins Applications 2020 – 2025    
Figure 14: Digital Twins by Industry 2020 – 2025    
Figure 15: Digital Twins in Manufacturing by Type 2020 – 2025    
Figure 16: Digital Twins in Manufacturing by Application 2020 – 2025    
Figure 17: Digital Twins in Smart City by Type 2020 – 2025    
Figure 18: Digital Twins in Smart City by Application 2020 – 2025    
Figure 19: Digital Twins in Automotive by Type 2020 – 2025    
Figure 20: Digital Twins in Automotive by Application 2020 – 2025    
Figure 21: Digital Twins in Healthcare by Type 2020 – 2025    
Figure 22: Digital Twins in Healthcare by Application 2020 – 2025    
Figure 23: Digital Twins in Transport by Type 2020 – 2025    
Figure 24: Digital Twins in Transport by Application 2020 – 2025    
Figure 25: Digital Twins by Region 2020 – 2025    
Figure 26: North America Digital Twins by Country 2020 – 2025    
Figure 27: North America Digital Twins by Industry 2020 – 2025    
Figure 28: United States Digital Twins 2020 – 2025    
Figure 29: Canada Digital Twins 2020 – 2025    
Figure 30: Mexico Digital Twins 2020 – 2025    
Figure 31: South America Digital Twins by Country 2020 – 2025    
Figure 32: South America Digital Twins by Industry 2020 – 2025    
Figure 33: Argentina Digital Twins 2020 – 2025    
Figure 34: Brazil Digital Twins 2020 – 2025    
Figure 35: Chile Digital Twins 2020 – 2025    
Figure 36: Europe Digital Twins by Country 2020 – 2025    
Figure 37: Europe Digital Twins by Industry 2020 – 2025    
Figure 28: U.K. Digital Twins 2020 – 2025    
Figure 39: Germany Digital Twins 2020 – 2025    
Figure 40: France Digital Twins 2020 – 2025    
Figure 41: Spain Digital Twins 2020 – 2025    
Figure 42: Italy Digital Twins 2020 – 2025    
Figure 43: Poland Digital Twins 2020 – 2025    
Figure 44: Russia Digital Twins 2020 – 2025    
Figure 45: APAC Digital Twins by Country 2020 – 2025
Figure 46: APAC Digital Twins by Industry 2020 – 2025
Figure 47: China Digital Twins 2020 – 2025    
Figure 48: Japan Digital Twins 2020 – 2025    
Figure 49: South Korea Digital Twins 2020 – 2025    
Figure 50: Australia Digital Twins 2020 – 2025    
Figure 51: India Digital Twins 2020 – 2025    
Figure 52: MEA Digital Twins by Country 2020 – 2025    
Figure 53: MEA Digital Twins by Industry 2020 – 2025    
Figure 54: Qatar Digital Twins 2020 – 2025    
Figure 55: Kuwait Digital Twins 2020 – 2025    
Figure 56: Saudi Arabia Digital Twins 2020 – 2025    
Figure 57: South Africa Digital Twins 2020 – 2025    

Tables

Table 1: Global Digital Twins 2020 – 2025    
Table 2: Digital Twins Market by Type of Twinning 2020 – 2025
Table 3: Digital Twins Applications 2020 – 2025    
Table 4: Digital Twins by Industry 2020 – 2025
Table 5: Digital Twins in Manufacturing by Type 2020 – 2025
Table 6: Digital Twins in Manufacturing by Application 2020 – 2025
Table 7: Digital Twins in Smart City by Type 2020 – 2025
Table 8: Digital Twins in Smart City by Application 2020 – 2025    
Table 9: Digital Twins in Automotive by Type 2020 – 2025    
Table 10: Digital Twins in Automotive by Application 2020 – 2025    
Table 11: Digital Twins in Healthcare by Type 2020 – 2025    
Table 12: Digital Twins in Healthcare by Application 2020 – 2025    
Table 13: Digital Twins in Transport by Type 2020 – 2025    
Table 14: Digital Twins in Transport by Application 2020 – 2025    
Table 15: Digital Twins by Region 2020 – 2025    
Table 16: North America Digital Twins by Country 2020 – 2025    
Table 17: North America Digital Twins by Industry 2020 – 2025    
Table 18: South America Digital Twins by Country 2020 – 2025    
Table 19: South America Digital Twins by Industry 2020 – 2025    
Table 20: Europe Digital Twins by Country 2020 – 2025    
Table 21: Europe Digital Twins by Industry 2020 – 2025    
Table 22: APAC Digital Twins by Country 2020 – 2025    
Table 23: APAC Digital Twins by Industry 2020 – 2025    
Table 24: MEA Digital Twins by Country 2020 – 2025    
Table 25: MEA Digital Twins by Industry 2020 – 2025