TABLE OF CONTENTS 1 Research Methodology and Statistical Scope 1.1 Market Definition and Statistical Scope of Electrical Digital Twin 1.2 Key Market Segments 1.2.1 Electrical Digital Twin Segment by Type 1.2.2 Electrical Digital Twin Segment by Application 1.3 Methodology & Sources of Information 1.3.1 Research Methodology 1.3.2 Research Process 1.3.3 Market Breakdown and Data Triangulation 1.3.4 Base Year 1.3.5 Report Assumptions & Caveats 2 Electrical Digital Twin Market Overview 2.1 Global Market Overview 2.1.1 Global Electrical Digital Twin Market Size (M USD) Estimates and Forecasts (2017-2028) 2.1.2 Global Electrical Digital Twin Sales Estimates and Forecasts (2017-2028) 2.2 Market Segment Executive Summary 2.3 Global Market Size by Region 3 Electrical Digital Twin Market Competitive Landscape 3.1 Global Electrical Digital Twin Sales by Manufacturers (2017-2022) 3.2 Global Electrical Digital Twin Revenue Market Share by Manufacturers (2017-2022) 3.3 Electrical Digital Twin Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 3.4 Global Electrical Digital Twin Average Price by Manufacturers (2017-2022) 3.5 Manufacturers Electrical Digital Twin Sales Sites, Area Served, Product Type 3.6 Electrical Digital Twin Market Competitive Situation and Trends 3.6.1 Electrical Digital Twin Market Concentration Rate 3.6.2 Global 5 and 10 Largest Electrical Digital Twin Players Market Share by Revenue 3.6.3 Mergers & Acquisitions, Expansion 4 Electrical Digital Twin Industry Chain Analysis 4.1 Electrical Digital Twin Industry Chain Analysis 4.2 Market Overview and Market Concentration Analysis of Key Raw Materials 4.3 Midstream Market Analysis 4.4 Downstream Customer Analysis 5 The Development and Dynamics of Electrical Digital Twin Market 5.1 Key Development Trends 5.2 Driving Factors 5.3 Market Challenges 5.4 Market Restraints 5.5 Industry News 5.5.1 New Product Developments 5.5.2 Mergers & Acquisitions 5.5.3 Expansions 5.5.4 Collaboration/Supply Contracts 5.6 Industry Policies 6 Electrical Digital Twin Market Segmentation by Type 6.1 Evaluation Matrix of Segment Market Development Potential (Type) 6.2 Global Electrical Digital Twin Sales Market Share by Type (2017-2022) 6.3 Global Electrical Digital Twin Market Size Market Share by Type (2017-2022) 6.4 Global Electrical Digital Twin Price by Type (2017-2022) 7 Electrical Digital Twin Market Segmentation by Application 7.1 Evaluation Matrix of Segment Market Development Potential (Application) 7.2 Global Electrical Digital Twin Market Sales by Application (2017-2022) 7.3 Global Electrical Digital Twin Market Size (M USD) by Application (2017-2022) 7.4 Global Electrical Digital Twin Sales Growth Rate by Application (2017-2022) 8 Electrical Digital Twin Market Segmentation by Region 8.1 Global Electrical Digital Twin Sales by Region 8.1.1 Global Electrical Digital Twin Sales by Region 8.1.2 Global Electrical Digital Twin Sales Market Share by Region 8.2 North America 8.2.1 North America Electrical Digital Twin Sales by Country 8.2.2 U.S. 8.2.3 Canada 8.2.4 Mexico 8.3 Europe 8.3.1 Europe Electrical Digital Twin Sales by Country 8.3.2 Germany 8.3.3 France 8.3.4 U.K. 8.3.5 Italy 8.3.6 Russia 8.4 Asia Pacific 8.4.1 Asia Pacific Electrical Digital Twin Sales by Region 8.4.2 China 8.4.3 Japan 8.4.4 South Korea 8.4.5 India 8.4.6 Southeast Asia 8.5 South America 8.5.1 South America Electrical Digital Twin Sales by Country 8.5.2 Brazil 8.5.3 Argentina 8.5.4 Columbia 8.6 Middle East and Africa 8.6.1 Middle East and Africa Electrical Digital Twin Sales by Region 8.6.2 Saudi Arabia 8.6.3 UAE 8.6.4 Egypt 8.6.5 Nigeria 8.6.6 South Africa 9 Key Companies Profiled 9.1 General Electric 9.1.1 General Electric Electrical Digital Twin Basic Information 9.1.2 General Electric Electrical Digital Twin Product Overview 9.1.3 General Electric Electrical Digital Twin Product Market Performance 9.1.4 General Electric Business Overview 9.1.5 General Electric Electrical Digital Twin SWOT Analysis 9.1.6 General Electric Recent Developments 9.2 PTC 9.2.1 PTC Electrical Digital Twin Basic Information 9.2.2 PTC Electrical Digital Twin Product Overview 9.2.3 PTC Electrical Digital Twin Product Market Performance 9.2.4 PTC Business Overview 9.2.5 PTC Electrical Digital Twin SWOT Analysis 9.2.6 PTC Recent Developments 9.3 Siemens 9.3.1 Siemens Electrical Digital Twin Basic Information 9.3.2 Siemens Electrical Digital Twin Product Overview 9.3.3 Siemens Electrical Digital Twin Product Market Performance 9.3.4 Siemens Business Overview 9.3.5 Siemens Electrical Digital Twin SWOT Analysis 9.3.6 Siemens Recent Developments 9.4 Dassault Systemes 9.4.1 Dassault Systemes Electrical Digital Twin Basic Information 9.4.2 Dassault Systemes Electrical Digital Twin Product Overview 9.4.3 Dassault Systemes Electrical Digital Twin Product Market Performance 9.4.4 Dassault Systemes Business Overview 9.4.5 Dassault Systemes Electrical Digital Twin SWOT Analysis 9.4.6 Dassault Systemes Recent Developments 9.5 IBM Corporation 9.5.1 IBM Corporation Electrical Digital Twin Basic Information 9.5.2 IBM Corporation Electrical Digital Twin Product Overview 9.5.3 IBM Corporation Electrical Digital Twin Product Market Performance 9.5.4 IBM Corporation Business Overview 9.5.5 IBM Corporation Electrical Digital Twin SWOT Analysis 9.5.6 IBM Corporation Recent Developments 9.6 ANSYS 9.6.1 ANSYS Electrical Digital Twin Basic Information 9.6.2 ANSYS Electrical Digital Twin Product Overview 9.6.3 ANSYS Electrical Digital Twin Product Market Performance 9.6.4 ANSYS Business Overview 9.6.5 ANSYS Recent Developments 9.7 Microsoft Corporation 9.7.1 Microsoft Corporation Electrical Digital Twin Basic Information 9.7.2 Microsoft Corporation Electrical Digital Twin Product Overview 9.7.3 Microsoft Corporation Electrical Digital Twin Product Market Performance 9.7.4 Microsoft Corporation Business Overview 9.7.5 Microsoft Corporation Recent Developments 9.8 Oracle Corporation 9.8.1 Oracle Corporation Electrical Digital Twin Basic Information 9.8.2 Oracle Corporation Electrical Digital Twin Product Overview 9.8.3 Oracle Corporation Electrical Digital Twin Product Market Performance 9.8.4 Oracle Corporation Business Overview 9.8.5 Oracle Corporation Recent Developments 10 Electrical Digital Twin Market Forecast by Region 10.1 Global Electrical Digital Twin Market Size Forecast 10.2 Global Electrical Digital Twin Market Forecast by Region 10.2.1 North America Market Size Forecast by Country 10.2.2 Europe Electrical Digital Twin Market Size Forecast by Country 10.2.3 Asia Pacific Electrical Digital Twin Market Size Forecast by Region 10.2.4 South America Electrical Digital Twin Market Size Forecast by Country 10.2.5 Middle East and Africa Forecasted Consumption of Electrical Digital Twin by Country 11 Forecast Market by Type and by Application (2022-2028) 11.1 Global Electrical Digital Twin Market Forecast by Type (2022-2028) 11.1.1 Global Forecasted Sales of Electrical Digital Twin by Type (2022-2028) 11.1.2 Global Electrical Digital Twin Market Size Forecast by Type (2022-2028) 11.1.3 Global Forecasted Price of Electrical Digital Twin by Type (2022-2028) 11.2 Global Electrical Digital Twin Market Forecast by Application (2022-2028) 11.2.1 Global Electrical Digital Twin Sales (K Units) Forecast by Application 11.2.2 Global Electrical Digital Twin Market Size (M USD) Forecast by Application (2022-2028) 12 Conclusion and Key Findings

LIST OF TABLES Table 1. Introduction of the Type Table 2. Introduction of the Application Table 3. Market Size (M USD) Segment Executive Summary Table 4. Electrical Digital Twin Market Size (M USD) Comparison by Region (M USD) Table 5. Global Electrical Digital Twin Sales (K Units) by Manufacturers (2017-2022) Table 6. Global Electrical Digital Twin Sales Market Share by Manufacturers (2017-2022) Table 7. Global Electrical Digital Twin Revenue (M USD) by Manufacturers (2017-2022) Table 8. Global Electrical Digital Twin Revenue Share by Manufacturers (2017-2022) Table 9. Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Electrical Digital Twin as of 2021) Table 10. Global Market Electrical Digital Twin Average Price (USD/Unit) of Key Manufacturers (2017-2022) Table 11. Manufacturers Electrical Digital Twin Sales Sites and Area Served Table 12. Manufacturers Electrical Digital Twin Product Type Table 13. Global Electrical Digital Twin Manufacturers Market Concentration Ratio (CR5 and HHI) Table 14. Mergers & Acquisitions, Expansion Plans Table 15. Industry Chain Map of Electrical Digital Twin Table 16. Raw Materials Table 17. Midstream Market Analysis Table 18. Downstream Customer Analysis Table 19. Key Development Trends Table 20. Driving Factors Table 21. Electrical Digital Twin Market Challenges Table 22. Market Restraints Table 23. Global Electrical Digital Twin Sales by Type (K Units) Table 24. Global Electrical Digital Twin Market Size by Type (M USD) Table 25. Global Electrical Digital Twin Sales (K Units) by Type (2017-2022) Table 26. Global Electrical Digital Twin Sales Market Share by Type (2017-2022) Table 27. Global Electrical Digital Twin Market Size (M USD) by Type (2017-2022) Table 28. Global Electrical Digital Twin Market Size Share by Type (2017-2022) Table 29. Global Electrical Digital Twin Price (USD/Unit) by Type (2017-2022) Table 30. Global Electrical Digital Twin Sales (K Units) by Application Table 31. Global Electrical Digital Twin Market Size by Application Table 32. Global Electrical Digital Twin Sales by Application (2017-2022) & (K Units) Table 33. Global Electrical Digital Twin Sales Market Share by Application (2017-2022) Table 34. Global Electrical Digital Twin Sales by Application (2017-2022) & (M USD) Table 35. Global Electrical Digital Twin Market Share by Application (2017-2022) Table 36. Global Electrical Digital Twin Sales Growth Rate by Application (2017-2022) Table 37. Global Electrical Digital Twin Sales by Region (2017-2022) & (K Units) Table 38. Global Electrical Digital Twin Sales Market Share by Region (2017-2022) Table 39. North America Electrical Digital Twin Sales by Country (2017-2022) & (K Units) Table 40. Europe Electrical Digital Twin Sales by Country (2017-2022) & (K Units) Table 41. Asia Pacific Electrical Digital Twin Sales by Region (2017-2022) & (K Units) Table 42. South America Electrical Digital Twin Sales by Country (2017-2022) & (K Units) Table 43. Middle East and Africa Electrical Digital Twin Sales by Region (2017-2022) & (K Units) Table 44. General Electric Electrical Digital Twin Basic Information Table 45. General Electric Electrical Digital Twin Product Overview Table 46. General Electric Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 47. General Electric Business Overview Table 48. General Electric Electrical Digital Twin SWOT Analysis Table 49. General Electric Recent Developments Table 50. PTC Electrical Digital Twin Basic Information Table 51. PTC Electrical Digital Twin Product Overview Table 52. PTC Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 53. PTC Business Overview Table 54. PTC Electrical Digital Twin SWOT Analysis Table 55. PTC Recent Developments Table 56. Siemens Electrical Digital Twin Basic Information Table 57. Siemens Electrical Digital Twin Product Overview Table 58. Siemens Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 59. Siemens Business Overview Table 60. Siemens Electrical Digital Twin SWOT Analysis Table 61. Siemens Recent Developments Table 62. Dassault Systemes Electrical Digital Twin Basic Information Table 63. Dassault Systemes Electrical Digital Twin Product Overview Table 64. Dassault Systemes Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 65. Dassault Systemes Business Overview Table 66. Dassault Systemes Electrical Digital Twin SWOT Analysis Table 67. Dassault Systemes Recent Developments Table 68. IBM Corporation Electrical Digital Twin Basic Information Table 69. IBM Corporation Electrical Digital Twin Product Overview Table 70. IBM Corporation Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 71. IBM Corporation Business Overview Table 72. IBM Corporation Electrical Digital Twin SWOT Analysis Table 73. IBM Corporation Recent Developments Table 74. ANSYS Electrical Digital Twin Basic Information Table 75. ANSYS Electrical Digital Twin Product Overview Table 76. ANSYS Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 77. ANSYS Business Overview Table 78. ANSYS Recent Developments Table 79. Microsoft Corporation Electrical Digital Twin Basic Information Table 80. Microsoft Corporation Electrical Digital Twin Product Overview Table 81. Microsoft Corporation Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 82. Microsoft Corporation Business Overview Table 83. Microsoft Corporation Recent Developments Table 84. Oracle Corporation Electrical Digital Twin Basic Information Table 85. Oracle Corporation Electrical Digital Twin Product Overview Table 86. Oracle Corporation Electrical Digital Twin Sales (K Units), Market Size (M USD), Price (USD/Unit) and Gross Margin (2017-2022) Table 87. Oracle Corporation Business Overview Table 88. Oracle Corporation Recent Developments Table 89. Global Electrical Digital Twin Sales Forecast by Region (K Units) Table 90. Global Electrical Digital Twin Market Size Forecast by Region (M USD) Table 91. North America Electrical Digital Twin Sales Forecast by Country (2022-2028) & (K Units) Table 92. North America Electrical Digital Twin Market Size Forecast by Country (2022-2028) & (M USD) Table 93. Europe Electrical Digital Twin Sales Forecast by Country (2022-2028) & (K Units) Table 94. Europe Electrical Digital Twin Market Size Forecast by Country (2022-2028) & (M USD) Table 95. Asia Pacific Electrical Digital Twin Sales Forecast by Region (2022-2028) & (K Units) Table 96. Asia Pacific Electrical Digital Twin Market Size Forecast by Region (2022-2028) & (M USD) Table 97. South America Electrical Digital Twin Sales Forecast by Country (2022-2028) & (K Units) Table 98. South America Electrical Digital Twin Market Size Forecast by Country (2022-2028) & (M USD) Table 99. Middle East and Africa Electrical Digital Twin Consumption Forecast by Country (2022-2028) & (Units) Table 100. Middle East and Africa Electrical Digital Twin Market Size Forecast by Country (2022-2028) & (M USD) Table 101. Global Electrical Digital Twin Sales Forecast by Type (2022-2028) & (K Units) Table 102. Global Electrical Digital Twin Market Size Forecast by Type (2022-2028) & (M USD) Table 103. Global Electrical Digital Twin Price Forecast by Type (2022-2028) & (USD/Unit) Table 104. Global Electrical Digital Twin Sales (K Units) Forecast by Application (2022-2028) Table 105. Global Electrical Digital Twin Market Size Forecast by Application (2022-2028) & (M USD) LIST OF FIGURES Figure 1. Product Picture of Electrical Digital Twin Figure 2. Data Triangulation Figure 3. Key Caveats Figure 4. Global Electrical Digital Twin Market Size (M USD), 2017-2028 Figure 5. Global Electrical Digital Twin Market Size (M USD) (2017-2028) Figure 6. Global Electrical Digital Twin Sales (K Units) & (2017-2028) Figure 7. Evaluation Matrix of Segment Market Development Potential (Type) Figure 8. Evaluation Matrix of Segment Market Development Potential (Application) Figure 9. Evaluation Matrix of Regional Market Development Potential Figure 10. Electrical Digital Twin Market Size (M USD) by Country (M USD) Figure 11. Electrical Digital Twin Sales Share by Manufacturers in 2020 Figure 12. Global Electrical Digital Twin Revenue Share by Manufacturers in 2020 Figure 13. Electrical Digital Twin Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2017 VS 2021 Figure 14. Global Market Electrical Digital Twin Average Price (USD/Unit) of Key Manufacturers in 2020 Figure 15. The Global 5 and 10 Largest Players: Market Share by Electrical Digital Twin Revenue in 2021 Figure 16. Evaluation Matrix of Segment Market Development Potential (Type) Figure 17. Global Electrical Digital Twin Market Share by Type Figure 18. Sales Market Share of Electrical Digital Twin by Type (2017-2022) Figure 19. Sales Market Share of Electrical Digital Twin by Type in 2021 Figure 20. Market Size Share of Electrical Digital Twin by Type (2017-2022) Figure 21. Market Size Market Share of Electrical Digital Twin by Type in 2020 Figure 22. Evaluation Matrix of Segment Market Development Potential (Application) Figure 23. Global Electrical Digital Twin Market Share by Application Figure 24. Global Electrical Digital Twin Sales Market Share by Application (2017-2022) Figure 25. Global Electrical Digital Twin Sales Market Share by Application in 2021 Figure 26. Global Electrical Digital Twin Market Share by Application (2017-2022) Figure 27. Global Electrical Digital Twin Market Share by Application in 2020 Figure 28. Global Electrical Digital Twin Sales Growth Rate by Application (2017-2022) Figure 29. Global Electrical Digital Twin Sales Market Share by Region (2017-2022) Figure 30. North America Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 31. North America Electrical Digital Twin Sales Market Share by Country in 2020 Figure 32. U.S. Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 33. Canada Electrical Digital Twin Sales (K Units) and Growth Rate (2017-2022) Figure 34. Mexico Electrical Digital Twin Sales (Units) and Growth Rate (2017-2022) Figure 35. Europe Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 36. Europe Electrical Digital Twin Sales Market Share by Country in 2020 Figure 37. Germany Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 38. France Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 39. U.K. Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 40. Italy Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 41. Russia Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 42. Asia Pacific Electrical Digital Twin Sales and Growth Rate (K Units) Figure 43. Asia Pacific Electrical Digital Twin Sales Market Share by Region in 2020 Figure 44. China Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 45. Japan Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 46. South Korea Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 47. India Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 48. Southeast Asia Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 49. South America Electrical Digital Twin Sales and Growth Rate (K Units) Figure 50. South America Electrical Digital Twin Sales Market Share by Country in 2020 Figure 51. Brazil Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 52. Argentina Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 53. Columbia Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 54. Middle East and Africa Electrical Digital Twin Sales and Growth Rate (K Units) Figure 55. Middle East and Africa Electrical Digital Twin Sales Market Share by Region in 2020 Figure 56. Saudi Arabia Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 57. UAE Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 58. Egypt Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 59. Nigeria Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 60. South Africa Electrical Digital Twin Sales and Growth Rate (2017-2022) & (K Units) Figure 61. Global Electrical Digital Twin Sales Forecast by Volume (2017-2028) & (K Units) Figure 62. Global Electrical Digital Twin Market Size Forecast by Value (2017-2028) & (M USD) Figure 63. Global Electrical Digital Twin Sales Market Share Forecast by Type (2022-2028) Figure 64. Global Electrical Digital Twin Market Share Forecast by Type (2022-2028) Figure 65. Global Electrical Digital Twin Sales Forecast by Application (2022-2028) Figure 66. Global Electrical Digital Twin Market Share Forecast by Application (2022-2028)

•General Electric •PTC •Siemens •Dassault Systemes •IBM Corporation •ANSYS •Microsoft Corporation •Oracle Corporation