COVID-19 Impact on Global Virtual Sensors Market Size, Status and Forecast 2020-2026
![](/report_cover/6975/covid-19-impact-on-global-virtual-sensors-market-size-status-n-forecast-2020-2026_en.gif)
This report focuses on the global Virtual Sensors status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Virtual Sensors development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
The key players covered in this study
The key players covered in this study
- General Electric
- Siemens
- Cisco
- Honeywell
- Schneider Electric
- Elliptic Labs
- Exputec
- TACTILE MOBILITY
- IntelliDynamics
- ANDATA
- Aspen Technology
- OSIsoft
- Modelway
- LMI Technologies
- Cloud-based
- On-premise
- Utilities
- Oil and Gas
- Manufacturing
- Automotive and Transportation
- Others
- North America
- Europe
- China
- Japan
- Southeast Asia
- India
- Central & South America
- To analyze global Virtual Sensors status, future forecast, growth opportunity, key market and key players.
- To present the Virtual Sensors development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
- To strategically profile the key players and comprehensively analyze their development plan and strategies.
- To define, describe and forecast the market by type, market and key regions.
- History Year: 2015-2019
- Base Year: 2019
- Estimated Year: 2020
- Forecast Year 2020 to 2026
1 REPORT OVERVIEW
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Virtual Sensors Revenue
1.4 Market Analysis by Type
1.4.1 Global Virtual Sensors Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Cloud-based
1.4.3 On-premise
1.5 Market by Application
1.5.1 Global Virtual Sensors Market Share by Application: 2020 VS 2026
1.5.2 Utilities
1.5.3 Oil and Gas
1.5.4 Manufacturing
1.5.5 Automotive and Transportation
1.5.6 Others
1.6 Coronavirus Disease 2019 (Covid-19): Virtual Sensors Industry Impact
1.6.1 How the Covid-19 is Affecting the Virtual Sensors Industry
1.6.1.1 Virtual Sensors Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Virtual Sensors Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Virtual Sensors Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Virtual Sensors Market Perspective (2015-2026)
2.2 Virtual Sensors Growth Trends by Regions
2.2.1 Virtual Sensors Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Virtual Sensors Historic Market Share by Regions (2015-2020)
2.2.3 Virtual Sensors Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Virtual Sensors Market Growth Strategy
2.3.6 Primary Interviews with Key Virtual Sensors Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Virtual Sensors Players by Market Size
3.1.1 Global Top Virtual Sensors Players by Revenue (2015-2020)
3.1.2 Global Virtual Sensors Revenue Market Share by Players (2015-2020)
3.1.3 Global Virtual Sensors Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Virtual Sensors Market Concentration Ratio
3.2.1 Global Virtual Sensors Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Virtual Sensors Revenue in 2019
3.3 Virtual Sensors Key Players Head office and Area Served
3.4 Key Players Virtual Sensors Product Solution and Service
3.5 Date of Enter into Virtual Sensors Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Virtual Sensors Historic Market Size by Type (2015-2020)
4.2 Global Virtual Sensors Forecasted Market Size by Type (2021-2026)
5 VIRTUAL SENSORS BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Virtual Sensors Market Size by Application (2015-2020)
5.2 Global Virtual Sensors Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Virtual Sensors Market Size (2015-2020)
6.2 Virtual Sensors Key Players in North America (2019-2020)
6.3 North America Virtual Sensors Market Size by Type (2015-2020)
6.4 North America Virtual Sensors Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Virtual Sensors Market Size (2015-2020)
7.2 Virtual Sensors Key Players in Europe (2019-2020)
7.3 Europe Virtual Sensors Market Size by Type (2015-2020)
7.4 Europe Virtual Sensors Market Size by Application (2015-2020)
8 CHINA
8.1 China Virtual Sensors Market Size (2015-2020)
8.2 Virtual Sensors Key Players in China (2019-2020)
8.3 China Virtual Sensors Market Size by Type (2015-2020)
8.4 China Virtual Sensors Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Virtual Sensors Market Size (2015-2020)
9.2 Virtual Sensors Key Players in Japan (2019-2020)
9.3 Japan Virtual Sensors Market Size by Type (2015-2020)
9.4 Japan Virtual Sensors Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Virtual Sensors Market Size (2015-2020)
10.2 Virtual Sensors Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Virtual Sensors Market Size by Type (2015-2020)
10.4 Southeast Asia Virtual Sensors Market Size by Application (2015-2020)
11 INDIA
11.1 India Virtual Sensors Market Size (2015-2020)
11.2 Virtual Sensors Key Players in India (2019-2020)
11.3 India Virtual Sensors Market Size by Type (2015-2020)
11.4 India Virtual Sensors Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Virtual Sensors Market Size (2015-2020)
12.2 Virtual Sensors Key Players in Central & South America (2019-2020)
12.3 Central & South America Virtual Sensors Market Size by Type (2015-2020)
12.4 Central & South America Virtual Sensors Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 General Electric
13.1.1 General Electric Company Details
13.1.2 General Electric Business Overview and Its Total Revenue
13.1.3 General Electric Virtual Sensors Introduction
13.1.4 General Electric Revenue in Virtual Sensors Business (2015-2020))
13.1.5 General Electric Recent Development
13.2 Siemens
13.2.1 Siemens Company Details
13.2.2 Siemens Business Overview and Its Total Revenue
13.2.3 Siemens Virtual Sensors Introduction
13.2.4 Siemens Revenue in Virtual Sensors Business (2015-2020)
13.2.5 Siemens Recent Development
13.3 Cisco
13.3.1 Cisco Company Details
13.3.2 Cisco Business Overview and Its Total Revenue
13.3.3 Cisco Virtual Sensors Introduction
13.3.4 Cisco Revenue in Virtual Sensors Business (2015-2020)
13.3.5 Cisco Recent Development
13.4 Honeywell
13.4.1 Honeywell Company Details
13.4.2 Honeywell Business Overview and Its Total Revenue
13.4.3 Honeywell Virtual Sensors Introduction
13.4.4 Honeywell Revenue in Virtual Sensors Business (2015-2020)
13.4.5 Honeywell Recent Development
13.5 Schneider Electric
13.5.1 Schneider Electric Company Details
13.5.2 Schneider Electric Business Overview and Its Total Revenue
13.5.3 Schneider Electric Virtual Sensors Introduction
13.5.4 Schneider Electric Revenue in Virtual Sensors Business (2015-2020)
13.5.5 Schneider Electric Recent Development
13.6 Elliptic Labs
13.6.1 Elliptic Labs Company Details
13.6.2 Elliptic Labs Business Overview and Its Total Revenue
13.6.3 Elliptic Labs Virtual Sensors Introduction
13.6.4 Elliptic Labs Revenue in Virtual Sensors Business (2015-2020)
13.6.5 Elliptic Labs Recent Development
13.7 Exputec
13.7.1 Exputec Company Details
13.7.2 Exputec Business Overview and Its Total Revenue
13.7.3 Exputec Virtual Sensors Introduction
13.7.4 Exputec Revenue in Virtual Sensors Business (2015-2020)
13.7.5 Exputec Recent Development
13.8 TACTILE MOBILITY
13.8.1 TACTILE MOBILITY Company Details
13.8.2 TACTILE MOBILITY Business Overview and Its Total Revenue
13.8.3 TACTILE MOBILITY Virtual Sensors Introduction
13.8.4 TACTILE MOBILITY Revenue in Virtual Sensors Business (2015-2020)
13.8.5 TACTILE MOBILITY Recent Development
13.9 IntelliDynamics
13.9.1 IntelliDynamics Company Details
13.9.2 IntelliDynamics Business Overview and Its Total Revenue
13.9.3 IntelliDynamics Virtual Sensors Introduction
13.9.4 IntelliDynamics Revenue in Virtual Sensors Business (2015-2020)
13.9.5 IntelliDynamics Recent Development
13.10 ANDATA
13.10.1 ANDATA Company Details
13.10.2 ANDATA Business Overview and Its Total Revenue
13.10.3 ANDATA Virtual Sensors Introduction
13.10.4 ANDATA Revenue in Virtual Sensors Business (2015-2020)
13.10.5 ANDATA Recent Development
13.11 Aspen Technology
10.11.1 Aspen Technology Company Details
10.11.2 Aspen Technology Business Overview and Its Total Revenue
10.11.3 Aspen Technology Virtual Sensors Introduction
10.11.4 Aspen Technology Revenue in Virtual Sensors Business (2015-2020)
10.11.5 Aspen Technology Recent Development
13.12 OSIsoft
10.12.1 OSIsoft Company Details
10.12.2 OSIsoft Business Overview and Its Total Revenue
10.12.3 OSIsoft Virtual Sensors Introduction
10.12.4 OSIsoft Revenue in Virtual Sensors Business (2015-2020)
10.12.5 OSIsoft Recent Development
13.13 Modelway
10.13.1 Modelway Company Details
10.13.2 Modelway Business Overview and Its Total Revenue
10.13.3 Modelway Virtual Sensors Introduction
10.13.4 Modelway Revenue in Virtual Sensors Business (2015-2020)
10.13.5 Modelway Recent Development
13.14 LMI Technologies
10.14.1 LMI Technologies Company Details
10.14.2 LMI Technologies Business Overview and Its Total Revenue
10.14.3 LMI Technologies Virtual Sensors Introduction
10.14.4 LMI Technologies Revenue in Virtual Sensors Business (2015-2020)
10.14.5 LMI Technologies Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Virtual Sensors Revenue
1.4 Market Analysis by Type
1.4.1 Global Virtual Sensors Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Cloud-based
1.4.3 On-premise
1.5 Market by Application
1.5.1 Global Virtual Sensors Market Share by Application: 2020 VS 2026
1.5.2 Utilities
1.5.3 Oil and Gas
1.5.4 Manufacturing
1.5.5 Automotive and Transportation
1.5.6 Others
1.6 Coronavirus Disease 2019 (Covid-19): Virtual Sensors Industry Impact
1.6.1 How the Covid-19 is Affecting the Virtual Sensors Industry
1.6.1.1 Virtual Sensors Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Virtual Sensors Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Virtual Sensors Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Virtual Sensors Market Perspective (2015-2026)
2.2 Virtual Sensors Growth Trends by Regions
2.2.1 Virtual Sensors Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Virtual Sensors Historic Market Share by Regions (2015-2020)
2.2.3 Virtual Sensors Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Virtual Sensors Market Growth Strategy
2.3.6 Primary Interviews with Key Virtual Sensors Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Virtual Sensors Players by Market Size
3.1.1 Global Top Virtual Sensors Players by Revenue (2015-2020)
3.1.2 Global Virtual Sensors Revenue Market Share by Players (2015-2020)
3.1.3 Global Virtual Sensors Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Virtual Sensors Market Concentration Ratio
3.2.1 Global Virtual Sensors Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Virtual Sensors Revenue in 2019
3.3 Virtual Sensors Key Players Head office and Area Served
3.4 Key Players Virtual Sensors Product Solution and Service
3.5 Date of Enter into Virtual Sensors Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Virtual Sensors Historic Market Size by Type (2015-2020)
4.2 Global Virtual Sensors Forecasted Market Size by Type (2021-2026)
5 VIRTUAL SENSORS BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Virtual Sensors Market Size by Application (2015-2020)
5.2 Global Virtual Sensors Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Virtual Sensors Market Size (2015-2020)
6.2 Virtual Sensors Key Players in North America (2019-2020)
6.3 North America Virtual Sensors Market Size by Type (2015-2020)
6.4 North America Virtual Sensors Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Virtual Sensors Market Size (2015-2020)
7.2 Virtual Sensors Key Players in Europe (2019-2020)
7.3 Europe Virtual Sensors Market Size by Type (2015-2020)
7.4 Europe Virtual Sensors Market Size by Application (2015-2020)
8 CHINA
8.1 China Virtual Sensors Market Size (2015-2020)
8.2 Virtual Sensors Key Players in China (2019-2020)
8.3 China Virtual Sensors Market Size by Type (2015-2020)
8.4 China Virtual Sensors Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Virtual Sensors Market Size (2015-2020)
9.2 Virtual Sensors Key Players in Japan (2019-2020)
9.3 Japan Virtual Sensors Market Size by Type (2015-2020)
9.4 Japan Virtual Sensors Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Virtual Sensors Market Size (2015-2020)
10.2 Virtual Sensors Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Virtual Sensors Market Size by Type (2015-2020)
10.4 Southeast Asia Virtual Sensors Market Size by Application (2015-2020)
11 INDIA
11.1 India Virtual Sensors Market Size (2015-2020)
11.2 Virtual Sensors Key Players in India (2019-2020)
11.3 India Virtual Sensors Market Size by Type (2015-2020)
11.4 India Virtual Sensors Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Virtual Sensors Market Size (2015-2020)
12.2 Virtual Sensors Key Players in Central & South America (2019-2020)
12.3 Central & South America Virtual Sensors Market Size by Type (2015-2020)
12.4 Central & South America Virtual Sensors Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 General Electric
13.1.1 General Electric Company Details
13.1.2 General Electric Business Overview and Its Total Revenue
13.1.3 General Electric Virtual Sensors Introduction
13.1.4 General Electric Revenue in Virtual Sensors Business (2015-2020))
13.1.5 General Electric Recent Development
13.2 Siemens
13.2.1 Siemens Company Details
13.2.2 Siemens Business Overview and Its Total Revenue
13.2.3 Siemens Virtual Sensors Introduction
13.2.4 Siemens Revenue in Virtual Sensors Business (2015-2020)
13.2.5 Siemens Recent Development
13.3 Cisco
13.3.1 Cisco Company Details
13.3.2 Cisco Business Overview and Its Total Revenue
13.3.3 Cisco Virtual Sensors Introduction
13.3.4 Cisco Revenue in Virtual Sensors Business (2015-2020)
13.3.5 Cisco Recent Development
13.4 Honeywell
13.4.1 Honeywell Company Details
13.4.2 Honeywell Business Overview and Its Total Revenue
13.4.3 Honeywell Virtual Sensors Introduction
13.4.4 Honeywell Revenue in Virtual Sensors Business (2015-2020)
13.4.5 Honeywell Recent Development
13.5 Schneider Electric
13.5.1 Schneider Electric Company Details
13.5.2 Schneider Electric Business Overview and Its Total Revenue
13.5.3 Schneider Electric Virtual Sensors Introduction
13.5.4 Schneider Electric Revenue in Virtual Sensors Business (2015-2020)
13.5.5 Schneider Electric Recent Development
13.6 Elliptic Labs
13.6.1 Elliptic Labs Company Details
13.6.2 Elliptic Labs Business Overview and Its Total Revenue
13.6.3 Elliptic Labs Virtual Sensors Introduction
13.6.4 Elliptic Labs Revenue in Virtual Sensors Business (2015-2020)
13.6.5 Elliptic Labs Recent Development
13.7 Exputec
13.7.1 Exputec Company Details
13.7.2 Exputec Business Overview and Its Total Revenue
13.7.3 Exputec Virtual Sensors Introduction
13.7.4 Exputec Revenue in Virtual Sensors Business (2015-2020)
13.7.5 Exputec Recent Development
13.8 TACTILE MOBILITY
13.8.1 TACTILE MOBILITY Company Details
13.8.2 TACTILE MOBILITY Business Overview and Its Total Revenue
13.8.3 TACTILE MOBILITY Virtual Sensors Introduction
13.8.4 TACTILE MOBILITY Revenue in Virtual Sensors Business (2015-2020)
13.8.5 TACTILE MOBILITY Recent Development
13.9 IntelliDynamics
13.9.1 IntelliDynamics Company Details
13.9.2 IntelliDynamics Business Overview and Its Total Revenue
13.9.3 IntelliDynamics Virtual Sensors Introduction
13.9.4 IntelliDynamics Revenue in Virtual Sensors Business (2015-2020)
13.9.5 IntelliDynamics Recent Development
13.10 ANDATA
13.10.1 ANDATA Company Details
13.10.2 ANDATA Business Overview and Its Total Revenue
13.10.3 ANDATA Virtual Sensors Introduction
13.10.4 ANDATA Revenue in Virtual Sensors Business (2015-2020)
13.10.5 ANDATA Recent Development
13.11 Aspen Technology
10.11.1 Aspen Technology Company Details
10.11.2 Aspen Technology Business Overview and Its Total Revenue
10.11.3 Aspen Technology Virtual Sensors Introduction
10.11.4 Aspen Technology Revenue in Virtual Sensors Business (2015-2020)
10.11.5 Aspen Technology Recent Development
13.12 OSIsoft
10.12.1 OSIsoft Company Details
10.12.2 OSIsoft Business Overview and Its Total Revenue
10.12.3 OSIsoft Virtual Sensors Introduction
10.12.4 OSIsoft Revenue in Virtual Sensors Business (2015-2020)
10.12.5 OSIsoft Recent Development
13.13 Modelway
10.13.1 Modelway Company Details
10.13.2 Modelway Business Overview and Its Total Revenue
10.13.3 Modelway Virtual Sensors Introduction
10.13.4 Modelway Revenue in Virtual Sensors Business (2015-2020)
10.13.5 Modelway Recent Development
13.14 LMI Technologies
10.14.1 LMI Technologies Company Details
10.14.2 LMI Technologies Business Overview and Its Total Revenue
10.14.3 LMI Technologies Virtual Sensors Introduction
10.14.4 LMI Technologies Revenue in Virtual Sensors Business (2015-2020)
10.14.5 LMI Technologies Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
LIST OF TABLES
Table 1. Virtual Sensors Key Market Segments
Table 2. Key Players Covered: Ranking by Virtual Sensors Revenue
Table 3. Ranking of Global Top Virtual Sensors Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Virtual Sensors Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Cloud-based
Table 6. Key Players of On-premise
Table 7. COVID-19 Impact Global Market: (Four Virtual Sensors Market Size Forecast Scenarios)
Table 8. Opportunities and Trends for Virtual Sensors Players in the COVID-19 Landscape
Table 9. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 10. Key Regions/Countries Measures against Covid-19 Impact
Table 11. Proposal for Virtual Sensors Players to Combat Covid-19 Impact
Table 12. Global Virtual Sensors Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 13. Global Virtual Sensors Market Size by Regions (US$ Million): 2020 VS 2026
Table 14. Global Virtual Sensors Market Size by Regions (2015-2020) (US$ Million)
Table 15. Global Virtual Sensors Market Share by Regions (2015-2020)
Table 16. Global Virtual Sensors Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 17. Global Virtual Sensors Market Share by Regions (2021-2026)
Table 18. Market Top Trends
Table 19. Key Drivers: Impact Analysis
Table 20. Key Challenges
Table 21. Virtual Sensors Market Growth Strategy
Table 22. Main Points Interviewed from Key Virtual Sensors Players
Table 23. Global Virtual Sensors Revenue by Players (2015-2020) (Million US$)
Table 24. Global Virtual Sensors Market Share by Players (2015-2020)
Table 25. Global Top Virtual Sensors Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Virtual Sensors as of 2019)
Table 26. Global Virtual Sensors by Players Market Concentration Ratio (CR5 and HHI)
Table 27. Key Players Headquarters and Area Served
Table 28. Key Players Virtual Sensors Product Solution and Service
Table 29. Date of Enter into Virtual Sensors Market
Table 30. Mergers & Acquisitions, Expansion Plans
Table 31. Global Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 32. Global Virtual Sensors Market Size Share by Type (2015-2020)
Table 33. Global Virtual Sensors Revenue Market Share by Type (2021-2026)
Table 34. Global Virtual Sensors Market Size Share by Application (2015-2020)
Table 35. Global Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 36. Global Virtual Sensors Market Size Share by Application (2021-2026)
Table 37. North America Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 38. North America Key Players Virtual Sensors Market Share (2019-2020)
Table 39. North America Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 40. North America Virtual Sensors Market Share by Type (2015-2020)
Table 41. North America Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 42. North America Virtual Sensors Market Share by Application (2015-2020)
Table 43. Europe Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 44. Europe Key Players Virtual Sensors Market Share (2019-2020)
Table 45. Europe Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 46. Europe Virtual Sensors Market Share by Type (2015-2020)
Table 47. Europe Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 48. Europe Virtual Sensors Market Share by Application (2015-2020)
Table 49. China Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 50. China Key Players Virtual Sensors Market Share (2019-2020)
Table 51. China Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 52. China Virtual Sensors Market Share by Type (2015-2020)
Table 53. China Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 54. China Virtual Sensors Market Share by Application (2015-2020)
Table 55. Japan Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 56. Japan Key Players Virtual Sensors Market Share (2019-2020)
Table 57. Japan Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 58. Japan Virtual Sensors Market Share by Type (2015-2020)
Table 59. Japan Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 60. Japan Virtual Sensors Market Share by Application (2015-2020)
Table 61. Southeast Asia Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 62. Southeast Asia Key Players Virtual Sensors Market Share (2019-2020)
Table 63. Southeast Asia Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 64. Southeast Asia Virtual Sensors Market Share by Type (2015-2020)
Table 65. Southeast Asia Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 66. Southeast Asia Virtual Sensors Market Share by Application (2015-2020)
Table 67. India Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 68. India Key Players Virtual Sensors Market Share (2019-2020)
Table 69. India Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 70. India Virtual Sensors Market Share by Type (2015-2020)
Table 71. India Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 72. India Virtual Sensors Market Share by Application (2015-2020)
Table 73. Central & South America Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 74. Central & South America Key Players Virtual Sensors Market Share (2019-2020)
Table 75. Central & South America Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 76. Central & South America Virtual Sensors Market Share by Type (2015-2020)
Table 77. Central & South America Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 78. Central & South America Virtual Sensors Market Share by Application (2015-2020)
Table 79. General Electric Company Details
Table 80. General Electric Business Overview
Table 81. General Electric Product
Table 82. General Electric Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 83. General Electric Recent Development
Table 84. Siemens Company Details
Table 85. Siemens Business Overview
Table 86. Siemens Product
Table 87. Siemens Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 88. Siemens Recent Development
Table 89. Cisco Company Details
Table 90. Cisco Business Overview
Table 91. Cisco Product
Table 92. Cisco Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 93. Cisco Recent Development
Table 94. Honeywell Company Details
Table 95. Honeywell Business Overview
Table 96. Honeywell Product
Table 97. Honeywell Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 98. Honeywell Recent Development
Table 99. Schneider Electric Company Details
Table 100. Schneider Electric Business Overview
Table 101. Schneider Electric Product
Table 102. Schneider Electric Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 103. Schneider Electric Recent Development
Table 104. Elliptic Labs Company Details
Table 105. Elliptic Labs Business Overview
Table 106. Elliptic Labs Product
Table 107. Elliptic Labs Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 108. Elliptic Labs Recent Development
Table 109. Exputec Company Details
Table 110. Exputec Business Overview
Table 111. Exputec Product
Table 112. Exputec Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 113. Exputec Recent Development
Table 114. TACTILE MOBILITY Business Overview
Table 115. TACTILE MOBILITY Product
Table 116. TACTILE MOBILITY Company Details
Table 117. TACTILE MOBILITY Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 118. TACTILE MOBILITY Recent Development
Table 119. IntelliDynamics Company Details
Table 120. IntelliDynamics Business Overview
Table 121. IntelliDynamics Product
Table 122. IntelliDynamics Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 123. IntelliDynamics Recent Development
Table 124. ANDATA Company Details
Table 125. ANDATA Business Overview
Table 126. ANDATA Product
Table 127. ANDATA Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 128. ANDATA Recent Development
Table 129. Aspen Technology Company Details
Table 130. Aspen Technology Business Overview
Table 131. Aspen Technology Product
Table 132. Aspen Technology Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 133. Aspen Technology Recent Development
Table 134. OSIsoft Company Details
Table 135. OSIsoft Business Overview
Table 136. OSIsoft Product
Table 137. OSIsoft Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 138. OSIsoft Recent Development
Table 139. Modelway Company Details
Table 140. Modelway Business Overview
Table 141. Modelway Product
Table 142. Modelway Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 143. Modelway Recent Development
Table 144. LMI Technologies Company Details
Table 145. LMI Technologies Business Overview
Table 146. LMI Technologies Product
Table 147. LMI Technologies Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 148. LMI Technologies Recent Development
Table 149. Research Programs/Design for This Report
Table 150. Key Data Information from Secondary Sources
Table 151. Key Data Information from Primary Sources
Table 1. Virtual Sensors Key Market Segments
Table 2. Key Players Covered: Ranking by Virtual Sensors Revenue
Table 3. Ranking of Global Top Virtual Sensors Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Virtual Sensors Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Cloud-based
Table 6. Key Players of On-premise
Table 7. COVID-19 Impact Global Market: (Four Virtual Sensors Market Size Forecast Scenarios)
Table 8. Opportunities and Trends for Virtual Sensors Players in the COVID-19 Landscape
Table 9. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 10. Key Regions/Countries Measures against Covid-19 Impact
Table 11. Proposal for Virtual Sensors Players to Combat Covid-19 Impact
Table 12. Global Virtual Sensors Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 13. Global Virtual Sensors Market Size by Regions (US$ Million): 2020 VS 2026
Table 14. Global Virtual Sensors Market Size by Regions (2015-2020) (US$ Million)
Table 15. Global Virtual Sensors Market Share by Regions (2015-2020)
Table 16. Global Virtual Sensors Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 17. Global Virtual Sensors Market Share by Regions (2021-2026)
Table 18. Market Top Trends
Table 19. Key Drivers: Impact Analysis
Table 20. Key Challenges
Table 21. Virtual Sensors Market Growth Strategy
Table 22. Main Points Interviewed from Key Virtual Sensors Players
Table 23. Global Virtual Sensors Revenue by Players (2015-2020) (Million US$)
Table 24. Global Virtual Sensors Market Share by Players (2015-2020)
Table 25. Global Top Virtual Sensors Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Virtual Sensors as of 2019)
Table 26. Global Virtual Sensors by Players Market Concentration Ratio (CR5 and HHI)
Table 27. Key Players Headquarters and Area Served
Table 28. Key Players Virtual Sensors Product Solution and Service
Table 29. Date of Enter into Virtual Sensors Market
Table 30. Mergers & Acquisitions, Expansion Plans
Table 31. Global Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 32. Global Virtual Sensors Market Size Share by Type (2015-2020)
Table 33. Global Virtual Sensors Revenue Market Share by Type (2021-2026)
Table 34. Global Virtual Sensors Market Size Share by Application (2015-2020)
Table 35. Global Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 36. Global Virtual Sensors Market Size Share by Application (2021-2026)
Table 37. North America Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 38. North America Key Players Virtual Sensors Market Share (2019-2020)
Table 39. North America Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 40. North America Virtual Sensors Market Share by Type (2015-2020)
Table 41. North America Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 42. North America Virtual Sensors Market Share by Application (2015-2020)
Table 43. Europe Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 44. Europe Key Players Virtual Sensors Market Share (2019-2020)
Table 45. Europe Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 46. Europe Virtual Sensors Market Share by Type (2015-2020)
Table 47. Europe Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 48. Europe Virtual Sensors Market Share by Application (2015-2020)
Table 49. China Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 50. China Key Players Virtual Sensors Market Share (2019-2020)
Table 51. China Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 52. China Virtual Sensors Market Share by Type (2015-2020)
Table 53. China Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 54. China Virtual Sensors Market Share by Application (2015-2020)
Table 55. Japan Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 56. Japan Key Players Virtual Sensors Market Share (2019-2020)
Table 57. Japan Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 58. Japan Virtual Sensors Market Share by Type (2015-2020)
Table 59. Japan Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 60. Japan Virtual Sensors Market Share by Application (2015-2020)
Table 61. Southeast Asia Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 62. Southeast Asia Key Players Virtual Sensors Market Share (2019-2020)
Table 63. Southeast Asia Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 64. Southeast Asia Virtual Sensors Market Share by Type (2015-2020)
Table 65. Southeast Asia Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 66. Southeast Asia Virtual Sensors Market Share by Application (2015-2020)
Table 67. India Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 68. India Key Players Virtual Sensors Market Share (2019-2020)
Table 69. India Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 70. India Virtual Sensors Market Share by Type (2015-2020)
Table 71. India Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 72. India Virtual Sensors Market Share by Application (2015-2020)
Table 73. Central & South America Key Players Virtual Sensors Revenue (2019-2020) (Million US$)
Table 74. Central & South America Key Players Virtual Sensors Market Share (2019-2020)
Table 75. Central & South America Virtual Sensors Market Size by Type (2015-2020) (Million US$)
Table 76. Central & South America Virtual Sensors Market Share by Type (2015-2020)
Table 77. Central & South America Virtual Sensors Market Size by Application (2015-2020) (Million US$)
Table 78. Central & South America Virtual Sensors Market Share by Application (2015-2020)
Table 79. General Electric Company Details
Table 80. General Electric Business Overview
Table 81. General Electric Product
Table 82. General Electric Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 83. General Electric Recent Development
Table 84. Siemens Company Details
Table 85. Siemens Business Overview
Table 86. Siemens Product
Table 87. Siemens Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 88. Siemens Recent Development
Table 89. Cisco Company Details
Table 90. Cisco Business Overview
Table 91. Cisco Product
Table 92. Cisco Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 93. Cisco Recent Development
Table 94. Honeywell Company Details
Table 95. Honeywell Business Overview
Table 96. Honeywell Product
Table 97. Honeywell Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 98. Honeywell Recent Development
Table 99. Schneider Electric Company Details
Table 100. Schneider Electric Business Overview
Table 101. Schneider Electric Product
Table 102. Schneider Electric Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 103. Schneider Electric Recent Development
Table 104. Elliptic Labs Company Details
Table 105. Elliptic Labs Business Overview
Table 106. Elliptic Labs Product
Table 107. Elliptic Labs Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 108. Elliptic Labs Recent Development
Table 109. Exputec Company Details
Table 110. Exputec Business Overview
Table 111. Exputec Product
Table 112. Exputec Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 113. Exputec Recent Development
Table 114. TACTILE MOBILITY Business Overview
Table 115. TACTILE MOBILITY Product
Table 116. TACTILE MOBILITY Company Details
Table 117. TACTILE MOBILITY Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 118. TACTILE MOBILITY Recent Development
Table 119. IntelliDynamics Company Details
Table 120. IntelliDynamics Business Overview
Table 121. IntelliDynamics Product
Table 122. IntelliDynamics Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 123. IntelliDynamics Recent Development
Table 124. ANDATA Company Details
Table 125. ANDATA Business Overview
Table 126. ANDATA Product
Table 127. ANDATA Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 128. ANDATA Recent Development
Table 129. Aspen Technology Company Details
Table 130. Aspen Technology Business Overview
Table 131. Aspen Technology Product
Table 132. Aspen Technology Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 133. Aspen Technology Recent Development
Table 134. OSIsoft Company Details
Table 135. OSIsoft Business Overview
Table 136. OSIsoft Product
Table 137. OSIsoft Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 138. OSIsoft Recent Development
Table 139. Modelway Company Details
Table 140. Modelway Business Overview
Table 141. Modelway Product
Table 142. Modelway Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 143. Modelway Recent Development
Table 144. LMI Technologies Company Details
Table 145. LMI Technologies Business Overview
Table 146. LMI Technologies Product
Table 147. LMI Technologies Revenue in Virtual Sensors Business (2015-2020) (Million US$)
Table 148. LMI Technologies Recent Development
Table 149. Research Programs/Design for This Report
Table 150. Key Data Information from Secondary Sources
Table 151. Key Data Information from Primary Sources
LIST OF FIGURES
Figure 1. Global Virtual Sensors Market Share by Type: 2020 VS 2026
Figure 2. Cloud-based Features
Figure 3. On-premise Features
Figure 4. Global Virtual Sensors Market Share by Application: 2020 VS 2026
Figure 5. Utilities Case Studies
Figure 6. Oil and Gas Case Studies
Figure 7. Manufacturing Case Studies
Figure 8. Automotive and Transportation Case Studies
Figure 9. Others Case Studies
Figure 10. Virtual Sensors Report Years Considered
Figure 11. Global Virtual Sensors Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global Virtual Sensors Market Share by Regions: 2020 VS 2026
Figure 13. Global Virtual Sensors Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global Virtual Sensors Market Share by Players in 2019
Figure 16. Global Top Virtual Sensors Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Virtual Sensors as of 2019
Figure 17. The Top 10 and 5 Players Market Share by Virtual Sensors Revenue in 2019
Figure 18. North America Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. General Electric Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. General Electric Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 27. Siemens Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Siemens Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 29. Cisco Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Cisco Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 31. Honeywell Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Honeywell Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 33. Schneider Electric Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. Schneider Electric Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 35. Elliptic Labs Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. Elliptic Labs Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 37. Exputec Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. Exputec Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 39. TACTILE MOBILITY Total Revenue (US$ Million): 2019 Compared with 2018
Figure 40. TACTILE MOBILITY Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 41. IntelliDynamics Total Revenue (US$ Million): 2019 Compared with 2018
Figure 42. IntelliDynamics Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 43. ANDATA Total Revenue (US$ Million): 2019 Compared with 2018
Figure 44. ANDATA Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 45. Aspen Technology Total Revenue (US$ Million): 2019 Compared with 2018
Figure 46. Aspen Technology Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 47. OSIsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 48. OSIsoft Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 49. Modelway Total Revenue (US$ Million): 2019 Compared with 2018
Figure 50. Modelway Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 51. LMI Technologies Total Revenue (US$ Million): 2019 Compared with 2018
Figure 52. LMI Technologies Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 53. Bottom-up and Top-down Approaches for This Report
Figure 54. Data Triangulation
Figure 55. Key Executives Interviewed
Figure 1. Global Virtual Sensors Market Share by Type: 2020 VS 2026
Figure 2. Cloud-based Features
Figure 3. On-premise Features
Figure 4. Global Virtual Sensors Market Share by Application: 2020 VS 2026
Figure 5. Utilities Case Studies
Figure 6. Oil and Gas Case Studies
Figure 7. Manufacturing Case Studies
Figure 8. Automotive and Transportation Case Studies
Figure 9. Others Case Studies
Figure 10. Virtual Sensors Report Years Considered
Figure 11. Global Virtual Sensors Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global Virtual Sensors Market Share by Regions: 2020 VS 2026
Figure 13. Global Virtual Sensors Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global Virtual Sensors Market Share by Players in 2019
Figure 16. Global Top Virtual Sensors Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Virtual Sensors as of 2019
Figure 17. The Top 10 and 5 Players Market Share by Virtual Sensors Revenue in 2019
Figure 18. North America Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America Virtual Sensors Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. General Electric Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. General Electric Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 27. Siemens Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Siemens Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 29. Cisco Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Cisco Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 31. Honeywell Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Honeywell Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 33. Schneider Electric Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. Schneider Electric Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 35. Elliptic Labs Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. Elliptic Labs Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 37. Exputec Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. Exputec Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 39. TACTILE MOBILITY Total Revenue (US$ Million): 2019 Compared with 2018
Figure 40. TACTILE MOBILITY Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 41. IntelliDynamics Total Revenue (US$ Million): 2019 Compared with 2018
Figure 42. IntelliDynamics Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 43. ANDATA Total Revenue (US$ Million): 2019 Compared with 2018
Figure 44. ANDATA Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 45. Aspen Technology Total Revenue (US$ Million): 2019 Compared with 2018
Figure 46. Aspen Technology Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 47. OSIsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 48. OSIsoft Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 49. Modelway Total Revenue (US$ Million): 2019 Compared with 2018
Figure 50. Modelway Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 51. LMI Technologies Total Revenue (US$ Million): 2019 Compared with 2018
Figure 52. LMI Technologies Revenue Growth Rate in Virtual Sensors Business (2015-2020)
Figure 53. Bottom-up and Top-down Approaches for This Report
Figure 54. Data Triangulation
Figure 55. Key Executives Interviewed