1. Preface
1.1. Report Description
1.1.1. Purpose of the Report
1.1.2. Target Audience
1.1.3. USP and Key Offerings
1.2. Research Scope
1.3. Research Methodology
1.3.1. Phase I – Secondary Research
1.3.2. Phase II – Primary Research
1.3.3. Phase III – Expert Panel Review
1.3.4. Approach Adopted
1.3.4.1. Top-Down Approach
1.3.4.2. Bottom-Up Approach
1.3.5. Assumptions
1.4. Market Segmentation
2. Executive Summary
2.1. Market Snapshot: Global DT Market
2.2. Global DT Market, by Type, 2018 (US$ Bn)
2.3. Global DT Market, by Application, 2018 (US$ Bn)
2.4. Global DT Market, by Industry Verticals, 2018 (US$ Bn)
2.5. Global DT Market, by Geography, 2018 (US$ Bn)
3. Market Dynamics
3.1. Introduction
3.1.1. Global DT Market Value, 2017-2027, (US$ Bn)
3.2. Market Dynamics
3.2.1. Market Drivers
3.2.2. Market Restraints
3.3. Attractive Investment Proposition, by Geography, 2018
3.4. Market Positioning of Key Players, 2018
3.4.1. Major Strategies Adopted by Key Players
4. Global Digital Twin (DT) Market, by Type, 2017-2027 (US$ Bn)
4.1. Process DT
4.2. Product DT
4.3. System DT
4.4. Others
5. Global Digital Twin (DT) Market, by Application, 2017-2027 (US$ Bn)
5.1. Performance Monitoring
5.2. Inventory Management
5.3. Predictive Maintenance
5.4. Business Optimization
5.5. Others
6. Global Digital Twin (DT) Market, by Industry Verticals, 2017-2027 (US$ Bn)
6.1. Aerospace & Defense
6.2. Residential
6.3. Automotive & Transportation
6.4. Healthcare
6.5. Retail
6.6. Oil & Gas
6.7. Agriculture
6.8. Energy & Utilities
6.9. Others
7. North America Digital Twin (DT) Market Analysis, 2017-2027 (US$ Bn)
7.1. Overview
7.1.1. North America DT Market Value and Growth, 2017-2027, (US$ Bn)
7.2. North America DT Market Value, By Type, 2017-2027 (US$ Bn)
7.2.1. Process DT
7.2.2. Product DT
7.2.3. System DT
7.2.4. Others
7.3. North America DT Market Value, By Application, 2017-2027 (US$ Bn)
7.3.1. Performance Monitoring
7.3.2. Inventory Management
7.3.3. Predictive Maintenance
7.3.4. Business Optimization
7.3.5. Others
7.4. North America DT Market Value, By Industry Verticals, 2017-2027 (US$ Bn)
7.4.1. Aerospace & Defense
7.4.2. Residential
7.4.3. Automotive & Transportation
7.4.4. Healthcare
7.4.5. Retail
7.4.6. Oil & Gas
7.4.7. Agriculture
7.4.8. Energy & Utilities
7.4.9. Others
7.5. North America DT Market Value, By Country/ Region, 2017-2027 (US$ Bn)
7.5.1. Market Analysis
7.5.2. U.S.
7.5.3. Rest of North America
8. Europe Digital Twin (DT) Market Analysis, 2017-2027 (US$ Bn)
8.1. Overview
8.1.1. Europe DT Market Value and Growth, 2017-2027, (US$ Bn)
8.2. Europe DT Market Value, By Type, 2017-2027 (US$ Bn)
8.2.1. Process DT
8.2.2. Product DT
8.2.3. System DT
8.3. Europe DT Market Value, By Application, 2017-2027 (US$ Bn)
8.3.1. Performance Monitoring
8.3.2. Inventory Management
8.3.3. Predictive Maintenance
8.3.4. Business Optimization
8.3.5. Others
8.4. Europe DT Market Value, By Industry Verticals, 2017-2027 (US$ Bn)
8.4.1. Aerospace & Defense
8.4.2. Residential
8.4.3. Automotive & Transportation
8.4.4. Healthcare
8.4.5. Retail
8.4.6. Oil & Gas
8.4.7. Agriculture
8.4.8. Energy & Utilities
8.4.9. Others
8.5. Europe DT Market Value, By Country/ Region, 2017-2027 (US$ Bn)
8.5.1. Market Analysis
8.5.2. U.K.
8.5.3. Germany
8.5.4. France
8.5.5. Rest of Europe
9. Asia Pacific Digital Twin (DT) Market Analysis, 2017-2027 (US$ Bn)
9.1. Overview
9.1.1. Asia Pacific DT Market Value and Growth, 2017-2027, (US$ Bn)
9.2. Asia Pacific DT Market Value, By Type, 2017-2027 (US$ Bn)
9.2.1. Process DT
9.2.2. Product DT
9.2.3. System DT
9.3. Asia Pacific DT Market Value, By Application, 2017-2027 (US$ Bn)
9.3.1. Performance Monitoring
9.3.2. Inventory Management
9.3.3. Predictive Maintenance
9.3.4. Business Optimization
9.3.5. Others
9.4. Asia Pacific DT Market Value, By Industry Verticals, 2017-2027 (US$ Bn)
9.4.1. Aerospace & Defense
9.4.2. Residential
9.4.3. Automotive & Transportation
9.4.4. Healthcare
9.4.5. Retail
9.4.6. Oil & Gas
9.4.7. Agriculture
9.4.8. Energy & Utilities
9.4.9. Others
9.5. Asia Pacific DT Market Value, By Country/ Region, 2017-2027 (US$ Bn)
9.5.1. Market Analysis
9.5.2. Japan
9.5.3. China
9.5.4. India
9.5.5. Rest of Asia Pacific
10. Rest of the World Digital Twin (DT) Market Analysis, 2017-2027 (US$ Bn)
10.1. Overview
10.1.1. Rest of the World DT Market Value and Growth, 2017-2027, (US$ Bn)
10.2. Rest of the World DT Market Value, By Type, 2017-2027 (US$ Bn)
10.2.1. Process DT
10.2.2. Product DT
10.2.3. System DT
10.3. Rest of the World DT Market Value, By Application, 2017-2027 (US$ Bn)
10.3.1. Performance Monitoring
10.3.2. Inventory Management
10.3.3. Predictive Maintenance
10.3.4. Business Optimization
10.3.5. Others
10.4. Rest of the World DT Market Value, By Industry Verticals, 2017-2027 (US$ Bn)
10.4.1. Aerospace & Defense
10.4.2. Residential
10.4.3. Automotive & Transportation
10.4.4. Healthcare
10.4.5. Retail
10.4.6. Oil & Gas
10.4.7. Agriculture
10.4.8. Energy & Utilities
10.4.9. Others
10.5. Rest of the World DT Market Value, By Region, 2017-2027 (US$ Bn)
10.5.1. Market Analysis
10.5.2. Middle East & Africa
10.5.3. Latin America
11. Company Profiles
11.1. ABB Group
11.2. IBM Corporation
11.3. Microsoft Corporation
11.4. Oracle Corporation
11.5. General Electric Company
11.6. Rockwell Automation
11.7. SAP SE
11.8. Siemens AG
11.9. Infosys Ltd.
11.10. Dassault Systemes
11.11. Ansys Inc.
11.12. Accenture Plc
11.13. Autodesk Inc.
List of Figures
FIG. 1 Global Digital Twin (DT) Market: Research Methodology
FIG. 2 Market Size Estimation – Top Down & Bottom up Approach
FIG. 3 Global DT Market Segmentation
FIG. 4 Global DT Market, by Type, 2018 (US$ Bn)
FIG. 5 Global DT Market, by Application, 2018 (US$ Bn)
FIG. 6 Global DT Market, by Industry Verticals, 2018 (US$ Bn)
FIG. 7 Global DT Market, by Geography, 2018 (US$ Bn)
FIG. 8 Attractive Investment Proposition, by Geography, 2018
FIG. 9 Global Market Positioning of Key DT Market Players, 2018
FIG. 10 Global DT Market Value Share, by Type, 2018 & 2027 (Value %)
FIG. 11 Global DT Market for Process DT, 2017–2027 (US$ Bn)
FIG. 12 Global DT Market for Product DT, 2017–2027 (US$ Bn)
FIG. 13 Global DT Market for System DT, 2017–2027 (US$ Bn)
FIG. 14 Global DT Market Value Share, by Application, 2018 & 2027 (Value %)
FIG. 15 Global DT Market for Performance Monitoring, 2017–2027 (US$ Bn)
FIG. 16 Global DT Market for Inventory Management, 2017–2027 (US$ Bn)
FIG. 17 Global DT Market for Predictive Maintenance, 2017–2027 (US$ Bn)
FIG. 18 Global DT Market for Business Optimization, 2017–2027 (US$ Bn)
FIG. 19 Global DT Market for Others, 2017–2027 (US$ Bn)
FIG. 20 Global DT Market Value Share, by Industry Verticals, 2018 & 2027 (Value %)
FIG. 21 Global DT Market for Aerospace & Defense, 2017–2027 (US$ Bn)
FIG. 22 Global DT Market for Residential, 2017–2027 (US$ Bn)
FIG. 23 Global DT Market for Automotive & Transportation, 2017–2027 (US$ Bn)
FIG. 24 Global DT Market for Healthcare, 2017–2027 (US$ Bn)
FIG. 25 Global DT Market for Retail, 2017–2027 (US$ Bn)
FIG. 26 Global DT Market for Oil & Gas, 2017–2027 (US$ Bn)
FIG. 27 Global DT Market for Agriculture, 2017–2027 (US$ Bn)
FIG. 28 Global DT Market for Energy & Utilities, 2017–2027 (US$ Bn)
FIG. 29 Global DT Market for Others, 2017–2027 (US$ Bn)
FIG. 30 North America DT Market, 2017–2027 (US$ Bn)
FIG. 31 Europe DT Market, 2017–2027 (US$ Bn)
FIG. 32 Asia Pacific DT Market, 2017–2027 (US$ Bn)
FIG. 33 RoW DT Market, 2017–2027 (US$ Bn)
List of Tables
TABLE 1 Market Snapshot: Global Digital Twin (DT) Market
TABLE 2 Impact Indicators
TABLE 3 Impact Analysis of Drivers and Restraints
TABLE 4 Global DT Market, by Type, 2017–2027 (US$ Bn)
TABLE 5 Global DT Market, by Application, 2017–2027 (US$ Bn)
TABLE 6 Global DT Market, by Industry Verticals, 2017–2027 (US$ Bn)
TABLE 7 Global DT Market, by Geography, 2017–2027 (US$ Bn)
TABLE 8 North America DT Market, by Type, 2017–2027 (US$ Bn)
TABLE 9 North America DT Market, by Application, 2017–2027 (US$ Bn)
TABLE 10 North America DT Market, by Industry Verticals, 2017–2027 (US$ Bn)
TABLE 11 North America DT Market, by Country/ Region, 2017–2027 (US$ Bn)
TABLE 12 Europe DT Market, by Type, 2017–2027 (US$ Bn)
TABLE 13 Europe DT Market, by Application, 2017–2027 (US$ Bn)
TABLE 14 Europe DT Market, by Industry Verticals, 2017–2027 (US$ Bn)
TABLE 15 Europe DT Market, by Country/ Region, 2017–2027 (US$ Bn)
TABLE 16 Asia Pacific DT Market, by Type, 2017–2027 (US$ Bn)
TABLE 17 Asia Pacific DT Market, by Application, 2017–2027 (US$ Bn)
TABLE 18 Asia Pacific DT Market, by Industry Verticals, 2017–2027 (US$ Bn)
TABLE 19 Asia Pacific DT Market, by Country/ Region, 2017–2027 (US$ Bn)
TABLE 20 Rest of the World DT Market, by Type, 2017–2027 (US$ Bn)
TABLE 21 Rest of the World DT Market, by Application, 2017–2027 (US$ Bn)
TABLE 22 Rest of the World DT Market, by Industry Verticals, 2017–2027 (US$ Bn)
TABLE 23 Rest of the World DT Market, by Region, 2017–2027 (US$ Bn)
TABLE 24 ABB Group: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 25 IBM Corporation: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 26 Microsoft Corporation: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 27 Oracle Corporation: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 28 General Electric Company: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 29 Rockwell Automation: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 30 SAP SE: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 31 Siemens AG: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 32 Infosys Ltd. : Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 33 Dassault Systemes: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 34 Ansys Inc. : Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 35 Accenture Plc: Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)
TABLE 36 Autodesk Inc. : Company Snapshot (Company Overview; Product Portfolio; Financial Information; Key Developments)