1 Study Coverage 1.1 Digital Twins Revenue in Digital Twins Business (2017-2022) & (US$ Million) Introduction 1.2 Global Digital Twins Outlook 2017 VS 2022 VS 2028 1.2.1 Global Digital Twins Market Size for the Year 2017-2028 1.2.2 Global Digital Twins Market Size for the Year 2017-2028 1.3 Digital Twins Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.3.1 The Market Share of United States Digital Twins in Global, 2017 VS 2022 VS 2028 1.3.2 The Growth Rate of Digital Twins Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.4 Digital Twins Market Dynamics 1.4.1 Digital Twins Industry Trends 1.4.2 Digital Twins Market Drivers 1.4.3 Digital Twins Market Challenges 1.4.4 Digital Twins Market Restraints 1.5 Study Objectives 1.6 Years Considered 2 Digital Twins by Type 2.1 Digital Twins Market Segment by Type 2.1.1 Parts Twin 2.1.2 Product Twin 2.1.3 Process Twin 2.1.4 System Twin 2.2 Global Digital Twins Market Size by Type (2017, 2022 & 2028) 2.3 Global Digital Twins Market Size by Type (2017-2028) 2.4 United States Digital Twins Market Size by Type (2017, 2022 & 2028) 2.5 United States Digital Twins Market Size by Type (2017-2028) 3 Digital Twins by Application 3.1 Digital Twins Market Segment by Application 3.1.1 Aerospace & Defense 3.1.2 Automotive & Transportation 3.1.3 Machine Manufacturing 3.1.4 Energy & Utilities 3.1.5 Others 3.2 Global Digital Twins Market Size by Application (2017, 2022 & 2028) 3.3 Global Digital Twins Market Size by Application (2017-2028) 3.4 United States Digital Twins Market Size by Application (2017, 2022 & 2028) 3.5 United States Digital Twins Market Size by Application (2017-2028) 4 Global Digital Twins Competitor Landscape by Company 4.1 Global Digital Twins Market Size by Company 4.1.1 Top Global Digital Twins Companies Ranked by Revenue (2021) 4.1.2 Global Digital Twins Revenue by Player (2017-2022) 4.2 Global Digital Twins Concentration Ratio (CR) 4.2.1 Digital Twins Market Concentration Ratio (CR) (2017-2022) 4.2.2 Global Top 5 and Top 10 Largest Companies of Digital Twins in 2021 4.2.3 Global Digital Twins Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 4.3 Global Digital Twins Headquarters, Revenue in Digital Twins Business (2017-2022) & (US$ Million) Type 4.3.1 Global Digital Twins Headquarters and Area Served 4.3.2 Global Digital Twins Companies Revenue in Digital Twins Business (2017-2022) & (US$ Million) Type 4.3.3 Date of International Companies Enter into Digital Twins Market 4.4 Companies Mergers & Acquisitions, Expansion Plans 4.5 United States Digital Twins Market Size by Company 4.5.1 Top Digital Twins Players in United States, Ranked by Revenue (2021) 4.5.2 United States Digital Twins Revenue by Players (2020, 2021 & 2022) 5 Global Digital Twins Market Size by Region 5.1 Global Digital Twins Market Size by Region: 2017 VS 2022 VS 2028 5.2 Global Digital Twins Market Size by Region (2017-2028) 5.2.1 Global Digital Twins Market Size by Region: 2017-2022 5.2.2 Global Digital Twins Market Size by Region (2023-2028) 6 Segment in Region Level & Country Level 6.1 North America 6.1.1 North America Digital Twins Market Size YoY Growth 2017-2028 6.1.2 North America Digital Twins Market Facts & Figures by Country (2017, 2022 & 2028) 6.1.3 U.S. 6.1.4 Canada 6.2 Asia-Pacific 6.2.1 Asia-Pacific Digital Twins Market Size YoY Growth 2017-2028 6.2.2 Asia-Pacific Digital Twins Market Facts & Figures by Region (2017, 2022 & 2028) 6.2.3 China 6.2.4 Japan 6.2.5 South Korea 6.2.6 India 6.2.7 Australia 6.2.8 Taiwan 6.2.9 Indonesia 6.2.10 Thailand 6.2.11 Malaysia 6.2.12 Philippines 6.3 Europe 6.3.1 Europe Digital Twins Market Size YoY Growth 2017-2028 6.3.2 Europe Digital Twins Market Facts & Figures by Country (2017, 2022 & 2028) 6.3.3 Germany 6.3.4 France 6.3.5 U.K. 6.3.6 Italy 6.3.7 Russia 6.4 Latin America 6.4.1 Latin America Digital Twins Market Size YoY Growth 2017-2028 6.4.2 Latin America Digital Twins Market Facts & Figures by Country (2017, 2022 & 2028) 6.4.3 Mexico 6.4.4 Brazil 6.4.5 Argentina 6.5 Middle East and Africa 6.5.1 Middle East and Africa Digital Twins Market Size YoY Growth 2017-2028 6.5.2 Middle East and Africa Digital Twins Market Facts & Figures by Country (2017, 2022 & 2028) 6.5.3 Turkey 6.5.4 Saudi Arabia 6.5.5 U.A.E 7 Company Profiles 7.1 General Electric 7.1.1 General Electric Company Details 7.1.2 General Electric Business Overview 7.1.3 General Electric Digital Twins Introduction 7.1.4 General Electric Revenue in Digital Twins Business (2017-2022) 7.1.5 General Electric Recent Development 7.2 PTC 7.2.1 PTC Company Details 7.2.2 PTC Business Overview 7.2.3 PTC Digital Twins Introduction 7.2.4 PTC Revenue in Digital Twins Business (2017-2022) 7.2.5 PTC Recent Development 7.3 Siemens 7.3.1 Siemens Company Details 7.3.2 Siemens Business Overview 7.3.3 Siemens Digital Twins Introduction 7.3.4 Siemens Revenue in Digital Twins Business (2017-2022) 7.3.5 Siemens Recent Development 7.4 Dassault Systèmes 7.4.1 Dassault Systèmes Company Details 7.4.2 Dassault Systèmes Business Overview 7.4.3 Dassault Systèmes Digital Twins Introduction 7.4.4 Dassault Systèmes Revenue in Digital Twins Business (2017-2022) 7.4.5 Dassault Systèmes Recent Development 7.5 IBM Corporation 7.5.1 IBM Corporation Company Details 7.5.2 IBM Corporation Business Overview 7.5.3 IBM Corporation Digital Twins Introduction 7.5.4 IBM Corporation Revenue in Digital Twins Business (2017-2022) 7.5.5 IBM Corporation Recent Development 7.6 ANSYS 7.6.1 ANSYS Company Details 7.6.2 ANSYS Business Overview 7.6.3 ANSYS Digital Twins Introduction 7.6.4 ANSYS Revenue in Digital Twins Business (2017-2022) 7.6.5 ANSYS Recent Development 7.7 Microsoft Corporation 7.7.1 Microsoft Corporation Company Details 7.7.2 Microsoft Corporation Business Overview 7.7.3 Microsoft Corporation Digital Twins Introduction 7.7.4 Microsoft Corporation Revenue in Digital Twins Business (2017-2022) 7.7.5 Microsoft Corporation Recent Development 7.8 Oracle Corporation 7.8.1 Oracle Corporation Company Details 7.8.2 Oracle Corporation Business Overview 7.8.3 Oracle Corporation Digital Twins Introduction 7.8.4 Oracle Corporation Revenue in Digital Twins Business (2017-2022) 7.8.5 Oracle Corporation Recent Development 8 Research Findings and Conclusion 9 Appendix 9.1 Research Methodology 9.1.1 Methodology/Research Approach 9.1.2 Data Source 9.2 Author Details 9.3 Disclaimer

List of Tables Table 1. Digital Twins Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028) Table 2. Digital Twins Market Trends Table 3. Digital Twins Market Drivers Table 4. Digital Twins Market Challenges Table 5. Digital Twins Market Restraints Table 6. Global Digital Twins Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 7. United States Digital Twins Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 8. Global Digital Twins Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 9. United States Digital Twins Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 10. Top Digital Twins Companies in Global Market, Ranking by Revenue (2021) Table 11. Global Digital Twins Revenue by Player, (US$ Million), 2017-2022 Table 12. Global Digital Twins Revenue Share by Player, 2017-2022 Table 13. Global Digital Twins Companies Market Concentration Ratio (CR5 and HHI) Table 14. Global Digital Twins by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Twins as of 2021) Table 15. Top Players of Digital Twins in Global Market, Headquarters and Area Served Table 16. Companies Revenue in Digital Twins Business (2017-2022) & (US$ Million) Type Table 17. Date of International Companies Enter into Digital Twins Market Table 18. Companies Mergers & Acquisitions, Expansion Plans Table 19. Top Digital Twins Players in United States Market, Ranking by Revenue (2021) Table 20. United States Digital Twins Revenue by Players, (US$ Million), 2020, 2021 & 2022 Table 21. United States Digital Twins Revenue Share by Players, 2020, 2021 & 2022 Table 22. Global Digital Twins Market Size by Region (US$ Million): 2017 VS 2022 VS 2028 Table 23. Global Digital Twins Market Size by Region (2017-2022) & (US$ Million) Table 24. Global Digital Twins Market Size Forecast by Region (2023-2028) & (US$ Million) Table 25. North America Digital Twins Sales in Value by Country (2017-2028) & (US$ Million) Table 26. Asia Pacific Digital Twins Sales in Value by Region (2017-2028) & (US$ Million) Table 27. Europe Digital Twins Sales in Value by Country (2017-2028) & (US$ Million) Table 28. Latin Americaa Digital Twins Sales in Value by Country (2017-2028) & (US$ Million) Table 29. Middle East and Africa Digital Twins Sales in Value by Country (2017-2028) & (US$ Million) Table 30. General Electric Company Details Table 31. General Electric Business Overview Table 32. General Electric Digital Twins Product Table 33. General Electric Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 34. General Electric Recent Development Table 35. PTC Company Details Table 36. PTC Business Overview Table 37. PTC Digital Twins Product Table 38. PTC Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 39. PTC Recent Development Table 40. Siemens Company Details Table 41. Siemens Business Overview Table 42. Siemens Digital Twins Product Table 43. Siemens Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 44. Siemens Recent Development Table 45. Dassault Systèmes Company Details Table 46. Dassault Systèmes Business Overview Table 47. Dassault Systèmes Digital Twins Product Table 48. Dassault Systèmes Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 49. Dassault Systèmes Recent Development Table 50. IBM Corporation Company Details Table 51. IBM Corporation Business Overview Table 52. IBM Corporation Digital Twins Product Table 53. IBM Corporation Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 54. IBM Corporation Recent Development Table 55. ANSYS Company Details Table 56. ANSYS Business Overview Table 57. ANSYS Digital Twins Product Table 58. ANSYS Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 59. ANSYS Recent Development Table 60. Microsoft Corporation Company Details Table 61. Microsoft Corporation Business Overview Table 62. Microsoft Corporation Digital Twins Product Table 63. Microsoft Corporation Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 64. Microsoft Corporation Recent Development Table 65. Oracle Corporation Company Details Table 66. Oracle Corporation Business Overview Table 67. Oracle Corporation Digital Twins Product Table 68. Oracle Corporation Revenue in Digital Twins Business (2017-2022) & (US$ Million) Table 69. Oracle Corporation Recent Development Table 70. Research Programs/Design for This Report Table 71. Key Data Information from Secondary Sources Table 72. Key Data Information from Primary Sources List of Figures Figure 1. Digital Twins Product Picture Figure 2. Global Digital Twins Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 3. Global Digital Twins Market Size 2017-2028 (US$ Million) Figure 4. United States Digital Twins Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 5. United States Digital Twins Market Size 2017-2028 (US$ Million) Figure 6. United States Digital Twins Market Share in Global 2017-2028 Figure 7. Digital Twins Report Years Considered Figure 8. Product Picture of Parts Twin Figure 9. Product Picture of Product Twin Figure 10. Product Picture of Process Twin Figure 11. Product Picture of System Twin Figure 12. Global Digital Twins Market Share by Type in 2022 & 2028 Figure 13. Global Digital Twins Market Size by Type (2017-2028) & (US$ Million) Figure 14. Global Digital Twins Market Share by Type (2017-2028) Figure 15. United States Digital Twins Market Share by Type in 2022 & 2028 Figure 16. United States Digital Twins Market Size by Type (2017-2028) & (US$ Million) Figure 17. United States Digital Twins Market Share by Type (2017-2028) Figure 18. Product Picture of Aerospace & Defense Figure 19. Product Picture of Automotive & Transportation Figure 20. Product Picture of Machine Manufacturing Figure 21. Product Picture of Energy & Utilities Figure 22. Product Picture of Others Figure 23. Global Digital Twins Market Share by Application in 2022 & 2028 Figure 24. Global Digital Twins Market Size by Application (2017-2028) & (US$ Million) Figure 25. Global Digital Twins Market Share by Application (2017-2028) Figure 26. United States Digital Twins Market Share by Application in 2022 & 2028 Figure 27. United States Digital Twins Market Size by Application (2017-2028) & (US$ Million) Figure 28. United States Digital Twins Market Share by Application (2017-2028) Figure 29. North America Digital Twins Market Size Growth Rate 2017-2028 (US$ Million) Figure 30. U.S. Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 31. Canada Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 32. Europe Digital Twins Market Size Growth Rate 2017-2028 (US$ Million) Figure 33. Germany Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 34. France Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 35. U.K. Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 36. Italy Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 37. Russia Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 38. Asia-Pacific Digital Twins Market Size Growth Rate 2017-2028 (US$ Million) Figure 39. China Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 40. Japan Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 41. South Korea Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 42. India Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 43. Australia Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 44. Taiwan Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 45. Indonesia Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 46. Thailand Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 47. Malaysia Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 48. Philippines Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 49. Latin America Digital Twins Market Size Growth Rate 2017-2028 (US$ Million) Figure 50. Mexico Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 51. Brazil Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 52. Argentina Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 53. Middle East & Africa Digital Twins Market Size Growth Rate 2017-2028 (US$ Million) Figure 54. Turkey Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 55. Saudi Arabia Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 56. U.A.E Digital Twins Market Size Growth Rate (2017-2028) & (US$ Million) Figure 57. General Electric Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 58. PTC Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 59. Siemens Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 60. Dassault Systèmes Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 61. IBM Corporation Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 62. ANSYS Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 63. Microsoft Corporation Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 64. Oracle Corporation Revenue Growth Rate in Digital Twins Business (2017-2022) Figure 65. Bottom-up and Top-down Approaches for This Report Figure 66. Data Triangulation Figure 67. Key Executives Interviewed

General Electric PTC Siemens Dassault Systèmes IBM Corporation ANSYS Microsoft Corporation Oracle Corporation