Intelligent Soft Sensor Market
Soft sensing techniques, also called virtual sensing, proxy sensing, inferential sensing, or surr ... Read More
1 Introduction to Research & Analysis Reports 1.1 Virtual Sensors Market Definition 1.2 Market Segments 1.2.1 Market by Type 1.2.2 Market by Application 1.3 Global Virtual Sensors Market Overview 1.4 Features & Benefits of This Report 1.5 Methodology & Sources of Information 1.5.1 Research Methodology 1.5.2 Research Process 1.5.3 Base Year 1.5.4 Report Assumptions & Caveats 2 Global Virtual Sensors Overall Market Size 2.1 Global Virtual Sensors Market Size: 2021 VS 2028 2.2 Global Virtual Sensors Market Size, Prospects & Forecasts: 2017-2028 2.3 Key Market Trends, Opportunity, Drivers and Restraints 2.3.1 Market Opportunities & Trends 2.3.2 Market Drivers 2.3.3 Market Restraints 3 Company Landscape 3.1 Top Virtual Sensors Players in Global Market 3.2 Top Global Virtual Sensors Companies Ranked by Revenue 3.3 Global Virtual Sensors Revenue by Companies 3.4 Top 3 and Top 5 Virtual Sensors Companies in Global Market, by Revenue in 2021 3.5 Global Companies Virtual Sensors Product Type 3.6 Tier 1, Tier 2 and Tier 3 Virtual Sensors Players in Global Market 3.6.1 List of Global Tier 1 Virtual Sensors Companies 3.6.2 List of Global Tier 2 and Tier 3 Virtual Sensors Companies 4 Market Sights by Product 4.1 Overview 4.1.1 by Type - Global Virtual Sensors Market Size Markets, 2021 & 2028 4.1.2 Cloud-based 4.1.3 On-premise 4.2 By Type - Global Virtual Sensors Revenue & Forecasts 4.2.1 By Type - Global Virtual Sensors Revenue, 2017-2022 4.2.2 By Type - Global Virtual Sensors Revenue, 2023-2028 4.2.3 By Type - Global Virtual Sensors Revenue Market Share, 2017-2028 5 Sights by Application 5.1 Overview 5.1.1 By Application - Global Virtual Sensors Market Size, 2021 & 2028 5.1.2 Utilities 5.1.3 Oil and Gas 5.1.4 Manufacturing 5.1.5 Automotive and Transportation 5.1.6 Others 5.2 By Application - Global Virtual Sensors Revenue & Forecasts 5.2.1 By Application - Global Virtual Sensors Revenue, 2017-2022 5.2.2 By Application - Global Virtual Sensors Revenue, 2023-2028 5.2.3 By Application - Global Virtual Sensors Revenue Market Share, 2017-2028 6 Sights by Region 6.1 By Region - Global Virtual Sensors Market Size, 2021 & 2028 6.2 By Region - Global Virtual Sensors Revenue & Forecasts 6.2.1 By Region - Global Virtual Sensors Revenue, 2017-2022 6.2.2 By Region - Global Virtual Sensors Revenue, 2023-2028 6.2.3 By Region - Global Virtual Sensors Revenue Market Share, 2017-2028 6.3 North America 6.3.1 By Country - North America Virtual Sensors Revenue, 2017-2028 6.3.2 US Virtual Sensors Market Size, 2017-2028 6.3.3 Canada Virtual Sensors Market Size, 2017-2028 6.3.4 Mexico Virtual Sensors Market Size, 2017-2028 6.4 Europe 6.4.1 By Country - Europe Virtual Sensors Revenue, 2017-2028 6.4.2 Germany Virtual Sensors Market Size, 2017-2028 6.4.3 France Virtual Sensors Market Size, 2017-2028 6.4.4 U.K. Virtual Sensors Market Size, 2017-2028 6.4.5 Italy Virtual Sensors Market Size, 2017-2028 6.4.6 Russia Virtual Sensors Market Size, 2017-2028 6.4.7 Nordic Countries Virtual Sensors Market Size, 2017-2028 6.4.8 Benelux Virtual Sensors Market Size, 2017-2028 6.5 Asia 6.5.1 By Region - Asia Virtual Sensors Revenue, 2017-2028 6.5.2 China Virtual Sensors Market Size, 2017-2028 6.5.3 Japan Virtual Sensors Market Size, 2017-2028 6.5.4 South Korea Virtual Sensors Market Size, 2017-2028 6.5.5 Southeast Asia Virtual Sensors Market Size, 2017-2028 6.5.6 India Virtual Sensors Market Size, 2017-2028 6.6 South America 6.6.1 By Country - South America Virtual Sensors Revenue, 2017-2028 6.6.2 Brazil Virtual Sensors Market Size, 2017-2028 6.6.3 Argentina Virtual Sensors Market Size, 2017-2028 6.7 Middle East & Africa 6.7.1 By Country - Middle East & Africa Virtual Sensors Revenue, 2017-2028 6.7.2 Turkey Virtual Sensors Market Size, 2017-2028 6.7.3 Israel Virtual Sensors Market Size, 2017-2028 6.7.4 Saudi Arabia Virtual Sensors Market Size, 2017-2028 6.7.5 UAE Virtual Sensors Market Size, 2017-2028 7 Players Profiles 7.1 General Electric 7.1.1 General Electric Corporate Summary 7.1.2 General Electric Business Overview 7.1.3 General Electric Virtual Sensors Major Product Offerings 7.1.4 General Electric Virtual Sensors Revenue in Global Market (2017-2022) 7.1.5 General Electric Key News 7.2 Siemens 7.2.1 Siemens Corporate Summary 7.2.2 Siemens Business Overview 7.2.3 Siemens Virtual Sensors Major Product Offerings 7.2.4 Siemens Virtual Sensors Revenue in Global Market (2017-2022) 7.2.5 Siemens Key News 7.3 Cisco 7.3.1 Cisco Corporate Summary 7.3.2 Cisco Business Overview 7.3.3 Cisco Virtual Sensors Major Product Offerings 7.3.4 Cisco Virtual Sensors Revenue in Global Market (2017-2022) 7.3.5 Cisco Key News 7.4 Honeywell 7.4.1 Honeywell Corporate Summary 7.4.2 Honeywell Business Overview 7.4.3 Honeywell Virtual Sensors Major Product Offerings 7.4.4 Honeywell Virtual Sensors Revenue in Global Market (2017-2022) 7.4.5 Honeywell Key News 7.5 Schneider Electric 7.5.1 Schneider Electric Corporate Summary 7.5.2 Schneider Electric Business Overview 7.5.3 Schneider Electric Virtual Sensors Major Product Offerings 7.5.4 Schneider Electric Virtual Sensors Revenue in Global Market (2017-2022) 7.5.5 Schneider Electric Key News 7.6 Elliptic Labs 7.6.1 Elliptic Labs Corporate Summary 7.6.2 Elliptic Labs Business Overview 7.6.3 Elliptic Labs Virtual Sensors Major Product Offerings 7.6.4 Elliptic Labs Virtual Sensors Revenue in Global Market (2017-2022) 7.6.5 Elliptic Labs Key News 7.7 Exputec 7.7.1 Exputec Corporate Summary 7.7.2 Exputec Business Overview 7.7.3 Exputec Virtual Sensors Major Product Offerings 7.7.4 Exputec Virtual Sensors Revenue in Global Market (2017-2022) 7.7.5 Exputec Key News 7.8 TACTILE MOBILITY 7.8.1 TACTILE MOBILITY Corporate Summary 7.8.2 TACTILE MOBILITY Business Overview 7.8.3 TACTILE MOBILITY Virtual Sensors Major Product Offerings 7.8.4 TACTILE MOBILITY Virtual Sensors Revenue in Global Market (2017-2022) 7.8.5 TACTILE MOBILITY Key News 7.9 IntelliDynamics 7.9.1 IntelliDynamics Corporate Summary 7.9.2 IntelliDynamics Business Overview 7.9.3 IntelliDynamics Virtual Sensors Major Product Offerings 7.9.4 IntelliDynamics Virtual Sensors Revenue in Global Market (2017-2022) 7.9.5 IntelliDynamics Key News 7.10 ANDATA 7.10.1 ANDATA Corporate Summary 7.10.2 ANDATA Business Overview 7.10.3 ANDATA Virtual Sensors Major Product Offerings 7.10.4 ANDATA Virtual Sensors Revenue in Global Market (2017-2022) 7.10.5 ANDATA Key News 7.11 Aspen Technology 7.11.1 Aspen Technology Corporate Summary 7.11.2 Aspen Technology Business Overview 7.11.3 Aspen Technology Virtual Sensors Major Product Offerings 7.11.4 Aspen Technology Virtual Sensors Revenue in Global Market (2017-2022) 7.11.5 Aspen Technology Key News 7.12 OSIsoft 7.12.1 OSIsoft Corporate Summary 7.12.2 OSIsoft Business Overview 7.12.3 OSIsoft Virtual Sensors Major Product Offerings 7.12.4 OSIsoft Virtual Sensors Revenue in Global Market (2017-2022) 7.12.5 OSIsoft Key News 7.13 Modelway 7.13.1 Modelway Corporate Summary 7.13.2 Modelway Business Overview 7.13.3 Modelway Virtual Sensors Major Product Offerings 7.13.4 Modelway Virtual Sensors Revenue in Global Market (2017-2022) 7.13.5 Modelway Key News 7.14 LMI Technologies 7.14.1 LMI Technologies Corporate Summary 7.14.2 LMI Technologies Business Overview 7.14.3 LMI Technologies Virtual Sensors Major Product Offerings 7.14.4 LMI Technologies Virtual Sensors Revenue in Global Market (2017-2022) 7.14.5 LMI Technologies Key News 8 Conclusion 9 Appendix 9.1 Note 9.2 Examples of Clients 9.3 Disclaimer
List of Tables Table 1. Virtual Sensors Market Opportunities & Trends in Global Market Table 2. Virtual Sensors Market Drivers in Global Market Table 3. Virtual Sensors Market Restraints in Global Market Table 4. Key Players of Virtual Sensors in Global Market Table 5. Top Virtual Sensors Players in Global Market, Ranking by Revenue (2021) Table 6. Global Virtual Sensors Revenue by Companies, (US$, Mn), 2017-2022 Table 7. Global Virtual Sensors Revenue Share by Companies, 2017-2022 Table 8. Global Companies Virtual Sensors Product Type Table 9. List of Global Tier 1 Virtual Sensors Companies, Revenue (US$, Mn) in 2021 and Market Share Table 10. List of Global Tier 2 and Tier 3 Virtual Sensors Companies, Revenue (US$, Mn) in 2021 and Market Share Table 11. By Type – Global Virtual Sensors Revenue, (US$, Mn), 2021 & 2028 Table 12. By Type - Virtual Sensors Revenue in Global (US$, Mn), 2017-2022 Table 13. By Type - Virtual Sensors Revenue in Global (US$, Mn), 2023-2028 Table 14. By Application – Global Virtual Sensors Revenue, (US$, Mn), 2021 & 2028 Table 15. By Application - Virtual Sensors Revenue in Global (US$, Mn), 2017-2022 Table 16. By Application - Virtual Sensors Revenue in Global (US$, Mn), 2023-2028 Table 17. By Region – Global Virtual Sensors Revenue, (US$, Mn), 2021 & 2028 Table 18. By Region - Global Virtual Sensors Revenue (US$, Mn), 2017-2022 Table 19. By Region - Global Virtual Sensors Revenue (US$, Mn), 2023-2028 Table 20. By Country - North America Virtual Sensors Revenue, (US$, Mn), 2017-2022 Table 21. By Country - North America Virtual Sensors Revenue, (US$, Mn), 2023-2028 Table 22. By Country - Europe Virtual Sensors Revenue, (US$, Mn), 2017-2022 Table 23. By Country - Europe Virtual Sensors Revenue, (US$, Mn), 2023-2028 Table 24. By Region - Asia Virtual Sensors Revenue, (US$, Mn), 2017-2022 Table 25. By Region - Asia Virtual Sensors Revenue, (US$, Mn), 2023-2028 Table 26. By Country - South America Virtual Sensors Revenue, (US$, Mn), 2017-2022 Table 27. By Country - South America Virtual Sensors Revenue, (US$, Mn), 2023-2028 Table 28. By Country - Middle East & Africa Virtual Sensors Revenue, (US$, Mn), 2017-2022 Table 29. By Country - Middle East & Africa Virtual Sensors Revenue, (US$, Mn), 2023-2028 Table 30. General Electric Corporate Summary Table 31. General Electric Virtual Sensors Product Offerings Table 32. General Electric Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 33. Siemens Corporate Summary Table 34. Siemens Virtual Sensors Product Offerings Table 35. Siemens Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 36. Cisco Corporate Summary Table 37. Cisco Virtual Sensors Product Offerings Table 38. Cisco Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 39. Honeywell Corporate Summary Table 40. Honeywell Virtual Sensors Product Offerings Table 41. Honeywell Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 42. Schneider Electric Corporate Summary Table 43. Schneider Electric Virtual Sensors Product Offerings Table 44. Schneider Electric Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 45. Elliptic Labs Corporate Summary Table 46. Elliptic Labs Virtual Sensors Product Offerings Table 47. Elliptic Labs Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 48. Exputec Corporate Summary Table 49. Exputec Virtual Sensors Product Offerings Table 50. Exputec Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 51. TACTILE MOBILITY Corporate Summary Table 52. TACTILE MOBILITY Virtual Sensors Product Offerings Table 53. TACTILE MOBILITY Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 54. IntelliDynamics Corporate Summary Table 55. IntelliDynamics Virtual Sensors Product Offerings Table 56. IntelliDynamics Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 57. ANDATA Corporate Summary Table 58. ANDATA Virtual Sensors Product Offerings Table 59. ANDATA Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 60. Aspen Technology Corporate Summary Table 61. Aspen Technology Virtual Sensors Product Offerings Table 62. Aspen Technology Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 63. OSIsoft Corporate Summary Table 64. OSIsoft Virtual Sensors Product Offerings Table 65. OSIsoft Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 66. Modelway Corporate Summary Table 67. Modelway Virtual Sensors Product Offerings Table 68. Modelway Virtual Sensors Revenue (US$, Mn), (2017-2022) Table 69. LMI Technologies Corporate Summary Table 70. LMI Technologies Virtual Sensors Product Offerings Table 71. LMI Technologies Virtual Sensors Revenue (US$, Mn), (2017-2022) List of Figures Figure 1. Virtual Sensors Segment by Type in 2021 Figure 2. Virtual Sensors Segment by Application in 2021 Figure 3. Global Virtual Sensors Market Overview: 2021 Figure 4. Key Caveats Figure 5. Global Virtual Sensors Market Size: 2021 VS 2028 (US$, Mn) Figure 6. Global Virtual Sensors Revenue, 2017-2028 (US$, Mn) Figure 7. The Top 3 and 5 Players Market Share by Virtual Sensors Revenue in 2021 Figure 8. By Type - Global Virtual Sensors Revenue Market Share, 2017-2028 Figure 9. By Application - Global Virtual Sensors Revenue Market Share, 2017-2028 Figure 10. By Region - Global Virtual Sensors Revenue Market Share, 2017-2028 Figure 11. By Country - North America Virtual Sensors Revenue Market Share, 2017-2028 Figure 12. US Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 13. Canada Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 14. Mexico Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 15. By Country - Europe Virtual Sensors Revenue Market Share, 2017-2028 Figure 16. Germany Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 17. France Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 18. U.K. Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 19. Italy Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 20. Russia Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 21. Nordic Countries Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 22. Benelux Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 23. By Region - Asia Virtual Sensors Revenue Market Share, 2017-2028 Figure 24. China Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 25. Japan Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 26. South Korea Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 27. Southeast Asia Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 28. India Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 29. By Country - South America Virtual Sensors Revenue Market Share, 2017-2028 Figure 30. Brazil Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 31. Argentina Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 32. By Country - Middle East & Africa Virtual Sensors Revenue Market Share, 2017-2028 Figure 33. Turkey Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 34. Israel Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 35. Saudi Arabia Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 36. UAE Virtual Sensors Revenue, (US$, Mn), 2017-2028 Figure 37. General Electric Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 38. Siemens Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 39. Cisco Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 40. Honeywell Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 41. Schneider Electric Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 42. Elliptic Labs Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 43. Exputec Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 44. TACTILE MOBILITY Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 45. IntelliDynamics Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 46. ANDATA Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 47. Aspen Technology Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 48. OSIsoft Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 49. Modelway Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022) Figure 50. LMI Technologies Virtual Sensors Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
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