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Global Intelligent Soft Sensor Market Research Report 2025
Synopsis
Soft sensing techniques, also called virtual sensing, proxy sensing, inferential sensing, or surrogate sensing, are used to provide feasible and economical alternatives to costly or impractical physical measurement instrument. A Intelligent Soft Sensor uses information available from other measurements and process parameters to calculate an estimate of the quantity of interest.
The global Intelligent Soft Sensor market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of % during the forecast period 2024-2030.
In terms of regions, North America is expected to remain the largest market during the forecast period.
This report aims to provide a comprehensive presentation of the global market for Intelligent Soft Sensor, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Intelligent Soft Sensor.
Report Scope
The Intelligent Soft Sensor market size, estimations, and forecasts are provided in terms of revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Intelligent Soft Sensor market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Intelligent Soft Sensor companies, new entrants, and industry chain related companies in this market with information on the revenues, sales volume, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
General Electric
Siemens
Cisco
Honeywell
Schneider Electric
Elliptic Labs
Exputec
TACTILE MOBILITY
IntelliDynamics
ANDATA
Aspen Technology
OSIsoft
Modelway
LMI Technologies
Segment by Type
Cloud-based
On-premise
Segment by Application
Utilities
Oil and Gas
Manufacturing
Automotive and Transportation
Others
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Intelligent Soft Sensor companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
Soft sensing techniques, also called virtual sensing, proxy sensing, inferential sensing, or surrogate sensing, are used to provide feasible and economical alternatives to costly or impractical physical measurement instrument. A Intelligent Soft Sensor uses information available from other measurements and process parameters to calculate an estimate of the quantity of interest.
The global Intelligent Soft Sensor market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of % during the forecast period 2024-2030.
In terms of regions, North America is expected to remain the largest market during the forecast period.
This report aims to provide a comprehensive presentation of the global market for Intelligent Soft Sensor, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Intelligent Soft Sensor.
Report Scope
The Intelligent Soft Sensor market size, estimations, and forecasts are provided in terms of revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Intelligent Soft Sensor market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Intelligent Soft Sensor companies, new entrants, and industry chain related companies in this market with information on the revenues, sales volume, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
General Electric
Siemens
Cisco
Honeywell
Schneider Electric
Elliptic Labs
Exputec
TACTILE MOBILITY
IntelliDynamics
ANDATA
Aspen Technology
OSIsoft
Modelway
LMI Technologies
Segment by Type
Cloud-based
On-premise
Segment by Application
Utilities
Oil and Gas
Manufacturing
Automotive and Transportation
Others
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Intelligent Soft Sensor companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
Index1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Intelligent Soft Sensor Market Size Growth Rate by Type: 2019 VS 2023 VS 2030
1.2.2 Cloud-based
1.2.3 On-premise
1.3 Market by Application
1.3.1 Global Intelligent Soft Sensor Market Growth by Application: 2019 VS 2023 VS 2030
1.3.2 Utilities
1.3.3 Oil and Gas
1.3.4 Manufacturing
1.3.5 Automotive and Transportation
1.3.6 Others
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Intelligent Soft Sensor Market Perspective (2019-2030)
2.2 Intelligent Soft Sensor Growth Trends by Region
2.2.1 Global Intelligent Soft Sensor Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Intelligent Soft Sensor Historic Market Size by Region (2019-2024)
2.2.3 Intelligent Soft Sensor Forecasted Market Size by Region (2025-2030)
2.3 Intelligent Soft Sensor Market Dynamics
2.3.1 Intelligent Soft Sensor Industry Trends
2.3.2 Intelligent Soft Sensor Market Drivers
2.3.3 Intelligent Soft Sensor Market Challenges
2.3.4 Intelligent Soft Sensor Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Intelligent Soft Sensor Players by Revenue
3.1.1 Global Top Intelligent Soft Sensor Players by Revenue (2019-2024)
3.1.2 Global Intelligent Soft Sensor Revenue Market Share by Players (2019-2024)
3.2 Global Intelligent Soft Sensor Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Intelligent Soft Sensor Revenue
3.4 Global Intelligent Soft Sensor Market Concentration Ratio
3.4.1 Global Intelligent Soft Sensor Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Intelligent Soft Sensor Revenue in 2023
3.5 Intelligent Soft Sensor Key Players Head office and Area Served
3.6 Key Players Intelligent Soft Sensor Product Solution and Service
3.7 Date of Enter into Intelligent Soft Sensor Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Intelligent Soft Sensor Breakdown Data by Type
4.1 Global Intelligent Soft Sensor Historic Market Size by Type (2019-2024)
4.2 Global Intelligent Soft Sensor Forecasted Market Size by Type (2025-2030)
5 Intelligent Soft Sensor Breakdown Data by Application
5.1 Global Intelligent Soft Sensor Historic Market Size by Application (2019-2024)
5.2 Global Intelligent Soft Sensor Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Intelligent Soft Sensor Market Size (2019-2030)
6.2 North America Intelligent Soft Sensor Market Growth Rate by Country: 2019 VS 2023 VS 2030
6.3 North America Intelligent Soft Sensor Market Size by Country (2019-2024)
6.4 North America Intelligent Soft Sensor Market Size by Country (2025-2030)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Intelligent Soft Sensor Market Size (2019-2030)
7.2 Europe Intelligent Soft Sensor Market Growth Rate by Country: 2019 VS 2023 VS 2030
7.3 Europe Intelligent Soft Sensor Market Size by Country (2019-2024)
7.4 Europe Intelligent Soft Sensor Market Size by Country (2025-2030)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Intelligent Soft Sensor Market Size (2019-2030)
8.2 Asia-Pacific Intelligent Soft Sensor Market Growth Rate by Region: 2019 VS 2023 VS 2030
8.3 Asia-Pacific Intelligent Soft Sensor Market Size by Region (2019-2024)
8.4 Asia-Pacific Intelligent Soft Sensor Market Size by Region (2025-2030)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Intelligent Soft Sensor Market Size (2019-2030)
9.2 Latin America Intelligent Soft Sensor Market Growth Rate by Country: 2019 VS 2023 VS 2030
9.3 Latin America Intelligent Soft Sensor Market Size by Country (2019-2024)
9.4 Latin America Intelligent Soft Sensor Market Size by Country (2025-2030)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Intelligent Soft Sensor Market Size (2019-2030)
10.2 Middle East & Africa Intelligent Soft Sensor Market Growth Rate by Country: 2019 VS 2023 VS 2030
10.3 Middle East & Africa Intelligent Soft Sensor Market Size by Country (2019-2024)
10.4 Middle East & Africa Intelligent Soft Sensor Market Size by Country (2025-2030)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 General Electric
11.1.1 General Electric Company Detail
11.1.2 General Electric Business Overview
11.1.3 General Electric Intelligent Soft Sensor Introduction
11.1.4 General Electric Revenue in Intelligent Soft Sensor Business (2019-2024)
11.1.5 General Electric Recent Development
11.2 Siemens
11.2.1 Siemens Company Detail
11.2.2 Siemens Business Overview
11.2.3 Siemens Intelligent Soft Sensor Introduction
11.2.4 Siemens Revenue in Intelligent Soft Sensor Business (2019-2024)
11.2.5 Siemens Recent Development
11.3 Cisco
11.3.1 Cisco Company Detail
11.3.2 Cisco Business Overview
11.3.3 Cisco Intelligent Soft Sensor Introduction
11.3.4 Cisco Revenue in Intelligent Soft Sensor Business (2019-2024)
11.3.5 Cisco Recent Development
11.4 Honeywell
11.4.1 Honeywell Company Detail
11.4.2 Honeywell Business Overview
11.4.3 Honeywell Intelligent Soft Sensor Introduction
11.4.4 Honeywell Revenue in Intelligent Soft Sensor Business (2019-2024)
11.4.5 Honeywell Recent Development
11.5 Schneider Electric
11.5.1 Schneider Electric Company Detail
11.5.2 Schneider Electric Business Overview
11.5.3 Schneider Electric Intelligent Soft Sensor Introduction
11.5.4 Schneider Electric Revenue in Intelligent Soft Sensor Business (2019-2024)
11.5.5 Schneider Electric Recent Development
11.6 Elliptic Labs
11.6.1 Elliptic Labs Company Detail
11.6.2 Elliptic Labs Business Overview
11.6.3 Elliptic Labs Intelligent Soft Sensor Introduction
11.6.4 Elliptic Labs Revenue in Intelligent Soft Sensor Business (2019-2024)
11.6.5 Elliptic Labs Recent Development
11.7 Exputec
11.7.1 Exputec Company Detail
11.7.2 Exputec Business Overview
11.7.3 Exputec Intelligent Soft Sensor Introduction
11.7.4 Exputec Revenue in Intelligent Soft Sensor Business (2019-2024)
11.7.5 Exputec Recent Development
11.8 TACTILE MOBILITY
11.8.1 TACTILE MOBILITY Company Detail
11.8.2 TACTILE MOBILITY Business Overview
11.8.3 TACTILE MOBILITY Intelligent Soft Sensor Introduction
11.8.4 TACTILE MOBILITY Revenue in Intelligent Soft Sensor Business (2019-2024)
11.8.5 TACTILE MOBILITY Recent Development
11.9 IntelliDynamics
11.9.1 IntelliDynamics Company Detail
11.9.2 IntelliDynamics Business Overview
11.9.3 IntelliDynamics Intelligent Soft Sensor Introduction
11.9.4 IntelliDynamics Revenue in Intelligent Soft Sensor Business (2019-2024)
11.9.5 IntelliDynamics Recent Development
11.10 ANDATA
11.10.1 ANDATA Company Detail
11.10.2 ANDATA Business Overview
11.10.3 ANDATA Intelligent Soft Sensor Introduction
11.10.4 ANDATA Revenue in Intelligent Soft Sensor Business (2019-2024)
11.10.5 ANDATA Recent Development
11.11 Aspen Technology
11.11.1 Aspen Technology Company Detail
11.11.2 Aspen Technology Business Overview
11.11.3 Aspen Technology Intelligent Soft Sensor Introduction
11.11.4 Aspen Technology Revenue in Intelligent Soft Sensor Business (2019-2024)
11.11.5 Aspen Technology Recent Development
11.12 OSIsoft
11.12.1 OSIsoft Company Detail
11.12.2 OSIsoft Business Overview
11.12.3 OSIsoft Intelligent Soft Sensor Introduction
11.12.4 OSIsoft Revenue in Intelligent Soft Sensor Business (2019-2024)
11.12.5 OSIsoft Recent Development
11.13 Modelway
11.13.1 Modelway Company Detail
11.13.2 Modelway Business Overview
11.13.3 Modelway Intelligent Soft Sensor Introduction
11.13.4 Modelway Revenue in Intelligent Soft Sensor Business (2019-2024)
11.13.5 Modelway Recent Development
11.14 LMI Technologies
11.14.1 LMI Technologies Company Detail
11.14.2 LMI Technologies Business Overview
11.14.3 LMI Technologies Intelligent Soft Sensor Introduction
11.14.4 LMI Technologies Revenue in Intelligent Soft Sensor Business (2019-2024)
11.14.5 LMI Technologies Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of TablesList of Tables
Table 1. Global Intelligent Soft Sensor Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
Table 2. Key Players of Cloud-based
Table 3. Key Players of On-premise
Table 4. Global Intelligent Soft Sensor Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
Table 5. Global Intelligent Soft Sensor Market Size by Region (US$ Million): 2019 VS 2023 VS 2030
Table 6. Global Intelligent Soft Sensor Market Size by Region (2019-2024) & (US$ Million)
Table 7. Global Intelligent Soft Sensor Market Share by Region (2019-2024)
Table 8. Global Intelligent Soft Sensor Forecasted Market Size by Region (2025-2030) & (US$ Million)
Table 9. Global Intelligent Soft Sensor Market Share by Region (2025-2030)
Table 10. Intelligent Soft Sensor Market Trends
Table 11. Intelligent Soft Sensor Market Drivers
Table 12. Intelligent Soft Sensor Market Challenges
Table 13. Intelligent Soft Sensor Market Restraints
Table 14. Global Intelligent Soft Sensor Revenue by Players (2019-2024) & (US$ Million)
Table 15. Global Intelligent Soft Sensor Market Share by Players (2019-2024)
Table 16. Global Top Intelligent Soft Sensor Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Intelligent Soft Sensor as of 2023)
Table 17. Ranking of Global Top Intelligent Soft Sensor Companies by Revenue (US$ Million) in 2023
Table 18. Global 5 Largest Players Market Share by Intelligent Soft Sensor Revenue (CR5 and HHI) & (2019-2024)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Intelligent Soft Sensor Product Solution and Service
Table 21. Date of Enter into Intelligent Soft Sensor Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Intelligent Soft Sensor Market Size by Type (2019-2024) & (US$ Million)
Table 24. Global Intelligent Soft Sensor Revenue Market Share by Type (2019-2024)
Table 25. Global Intelligent Soft Sensor Forecasted Market Size by Type (2025-2030) & (US$ Million)
Table 26. Global Intelligent Soft Sensor Revenue Market Share by Type (2025-2030)
Table 27. Global Intelligent Soft Sensor Market Size by Application (2019-2024) & (US$ Million)
Table 28. Global Intelligent Soft Sensor Revenue Market Share by Application (2019-2024)
Table 29. Global Intelligent Soft Sensor Forecasted Market Size by Application (2025-2030) & (US$ Million)
Table 30. Global Intelligent Soft Sensor Revenue Market Share by Application (2025-2030)
Table 31. North America Intelligent Soft Sensor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 32. North America Intelligent Soft Sensor Market Size by Country (2019-2024) & (US$ Million)
Table 33. North America Intelligent Soft Sensor Market Size by Country (2025-2030) & (US$ Million)
Table 34. Europe Intelligent Soft Sensor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 35. Europe Intelligent Soft Sensor Market Size by Country (2019-2024) & (US$ Million)
Table 36. Europe Intelligent Soft Sensor Market Size by Country (2025-2030) & (US$ Million)
Table 37. Asia-Pacific Intelligent Soft Sensor Market Size Growth Rate by Region (US$ Million): 2019 VS 2023 VS 2030
Table 38. Asia-Pacific Intelligent Soft Sensor Market Size by Region (2019-2024) & (US$ Million)
Table 39. Asia-Pacific Intelligent Soft Sensor Market Size by Region (2025-2030) & (US$ Million)
Table 40. Latin America Intelligent Soft Sensor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 41. Latin America Intelligent Soft Sensor Market Size by Country (2019-2024) & (US$ Million)
Table 42. Latin America Intelligent Soft Sensor Market Size by Country (2025-2030) & (US$ Million)
Table 43. Middle East & Africa Intelligent Soft Sensor Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 44. Middle East & Africa Intelligent Soft Sensor Market Size by Country (2019-2024) & (US$ Million)
Table 45. Middle East & Africa Intelligent Soft Sensor Market Size by Country (2025-2030) & (US$ Million)
Table 46. General Electric Company Detail
Table 47. General Electric Business Overview
Table 48. General Electric Intelligent Soft Sensor Product
Table 49. General Electric Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 50. General Electric Recent Development
Table 51. Siemens Company Detail
Table 52. Siemens Business Overview
Table 53. Siemens Intelligent Soft Sensor Product
Table 54. Siemens Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 55. Siemens Recent Development
Table 56. Cisco Company Detail
Table 57. Cisco Business Overview
Table 58. Cisco Intelligent Soft Sensor Product
Table 59. Cisco Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 60. Cisco Recent Development
Table 61. Honeywell Company Detail
Table 62. Honeywell Business Overview
Table 63. Honeywell Intelligent Soft Sensor Product
Table 64. Honeywell Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 65. Honeywell Recent Development
Table 66. Schneider Electric Company Detail
Table 67. Schneider Electric Business Overview
Table 68. Schneider Electric Intelligent Soft Sensor Product
Table 69. Schneider Electric Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 70. Schneider Electric Recent Development
Table 71. Elliptic Labs Company Detail
Table 72. Elliptic Labs Business Overview
Table 73. Elliptic Labs Intelligent Soft Sensor Product
Table 74. Elliptic Labs Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 75. Elliptic Labs Recent Development
Table 76. Exputec Company Detail
Table 77. Exputec Business Overview
Table 78. Exputec Intelligent Soft Sensor Product
Table 79. Exputec Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 80. Exputec Recent Development
Table 81. TACTILE MOBILITY Company Detail
Table 82. TACTILE MOBILITY Business Overview
Table 83. TACTILE MOBILITY Intelligent Soft Sensor Product
Table 84. TACTILE MOBILITY Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 85. TACTILE MOBILITY Recent Development
Table 86. IntelliDynamics Company Detail
Table 87. IntelliDynamics Business Overview
Table 88. IntelliDynamics Intelligent Soft Sensor Product
Table 89. IntelliDynamics Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 90. IntelliDynamics Recent Development
Table 91. ANDATA Company Detail
Table 92. ANDATA Business Overview
Table 93. ANDATA Intelligent Soft Sensor Product
Table 94. ANDATA Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 95. ANDATA Recent Development
Table 96. Aspen Technology Company Detail
Table 97. Aspen Technology Business Overview
Table 98. Aspen Technology Intelligent Soft Sensor Product
Table 99. Aspen Technology Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 100. Aspen Technology Recent Development
Table 101. OSIsoft Company Detail
Table 102. OSIsoft Business Overview
Table 103. OSIsoft Intelligent Soft Sensor Product
Table 104. OSIsoft Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 105. OSIsoft Recent Development
Table 106. Modelway Company Detail
Table 107. Modelway Business Overview
Table 108. Modelway Intelligent Soft Sensor Product
Table 109. Modelway Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 110. Modelway Recent Development
Table 111. LMI Technologies Company Detail
Table 112. LMI Technologies Business Overview
Table 113. LMI Technologies Intelligent Soft Sensor Product
Table 114. LMI Technologies Revenue in Intelligent Soft Sensor Business (2019-2024) & (US$ Million)
Table 115. LMI Technologies Recent Development
Table 116. Research Programs/Design for This Report
Table 117. Key Data Information from Secondary Sources
Table 118. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Intelligent Soft Sensor Market Size Comparison by Type (2024-2030) & (US$ Million)
Figure 2. Global Intelligent Soft Sensor Market Share by Type: 2023 VS 2030
Figure 3. Cloud-based Features
Figure 4. On-premise Features
Figure 5. Global Intelligent Soft Sensor Market Size Comparison by Application (2024-2030) & (US$ Million)
Figure 6. Global Intelligent Soft Sensor Market Share by Application: 2023 VS 2030
Figure 7. Utilities Case Studies
Figure 8. Oil and Gas Case Studies
Figure 9. Manufacturing Case Studies
Figure 10. Automotive and Transportation Case Studies
Figure 11. Others Case Studies
Figure 12. Intelligent Soft Sensor Report Years Considered
Figure 13. Global Intelligent Soft Sensor Market Size (US$ Million), Year-over-Year: 2019-2030
Figure 14. Global Intelligent Soft Sensor Market Size, (US$ Million), 2019 VS 2023 VS 2030
Figure 15. Global Intelligent Soft Sensor Market Share by Region: 2023 VS 2030
Figure 16. Global Intelligent Soft Sensor Market Share by Players in 2023
Figure 17. Global Top Intelligent Soft Sensor Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Intelligent Soft Sensor as of 2023)
Figure 18. The Top 10 and 5 Players Market Share by Intelligent Soft Sensor Revenue in 2023
Figure 19. North America Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 20. North America Intelligent Soft Sensor Market Share by Country (2019-2030)
Figure 21. United States Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 22. Canada Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 23. Europe Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 24. Europe Intelligent Soft Sensor Market Share by Country (2019-2030)
Figure 25. Germany Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 26. France Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 27. U.K. Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 28. Italy Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 29. Russia Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. Nordic Countries Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. Asia-Pacific Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 32. Asia-Pacific Intelligent Soft Sensor Market Share by Region (2019-2030)
Figure 33. China Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 34. Japan Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 35. South Korea Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 36. Southeast Asia Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 37. India Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 38. Australia Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 39. Latin America Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 40. Latin America Intelligent Soft Sensor Market Share by Country (2019-2030)
Figure 41. Mexico Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 42. Brazil Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. Middle East & Africa Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 44. Middle East & Africa Intelligent Soft Sensor Market Share by Country (2019-2030)
Figure 45. Turkey Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 46. Saudi Arabia Intelligent Soft Sensor Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 47. General Electric Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 48. Siemens Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 49. Cisco Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 50. Honeywell Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 51. Schneider Electric Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 52. Elliptic Labs Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 53. Exputec Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 54. TACTILE MOBILITY Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 55. IntelliDynamics Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 56. ANDATA Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 57. Aspen Technology Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 58. OSIsoft Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 59. Modelway Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 60. LMI Technologies Revenue Growth Rate in Intelligent Soft Sensor Business (2019-2024)
Figure 61. Bottom-up and Top-down Approaches for This Report
Figure 62. Data Triangulation
Figure 63. Key Executives Interviewed
Published By : QY Research
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