

The global Soft Sensor (Virtual Sensor) market size was valued at US$ million in 2024 and is forecast to a readjusted size of USD million by 2031 with a CAGR of %during review period.
This report is a detailed and comprehensive analysis for global Soft Sensor (Virtual Sensor) market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global Soft Sensor (Virtual Sensor) market size and forecasts, in consumption value ($ Million), 2020-2031
Global Soft Sensor (Virtual Sensor) market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global Soft Sensor (Virtual Sensor) market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global Soft Sensor (Virtual Sensor) market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Soft Sensor (Virtual Sensor)
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Soft Sensor (Virtual Sensor) market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Cisco, Siemens, General Electric, Schneider Electric, Honeywell, Elliptic Labs, Ekkono Solutions, StretchSkin Technologies, Equinox, Canvass AI, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
Soft Sensor (Virtual Sensor) market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
Cloud-based
On-premise
Market segment by Application
Utilities
Oil and Gas
Manufacturing
Automotive and Transportation
Others
Market segment by players, this report covers
Cisco
Siemens
General Electric
Schneider Electric
Honeywell
Elliptic Labs
Ekkono Solutions
StretchSkin Technologies
Equinox
Canvass AI
ANDATA
Corelight
Exputec
TACTILE MOBILITY
IntelliDynamics
Aspen Technology
OSIsoft
Modelway
LMI Technologies
Market segment by regions, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia and Rest of Asia-Pacific)
South America (Brazil, Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Soft Sensor (Virtual Sensor) product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Soft Sensor (Virtual Sensor), with revenue, gross margin, and global market share of Soft Sensor (Virtual Sensor) from 2020 to 2025.
Chapter 3, the Soft Sensor (Virtual Sensor) competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2020 to 2025.and Soft Sensor (Virtual Sensor) market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Soft Sensor (Virtual Sensor).
Chapter 13, to describe Soft Sensor (Virtual Sensor) research findings and conclusion.
Please Note - This is an on demand report and will be delivered in 2 business days (48 Hours) post payment.
1 Market Overview
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Soft Sensor (Virtual Sensor) by Type
1.3.1 Overview: Global Soft Sensor (Virtual Sensor) Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global Soft Sensor (Virtual Sensor) Consumption Value Market Share by Type in 2024
1.3.3 Cloud-based
1.3.4 On-premise
1.4 Global Soft Sensor (Virtual Sensor) Market by Application
1.4.1 Overview: Global Soft Sensor (Virtual Sensor) Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Utilities
1.4.3 Oil and Gas
1.4.4 Manufacturing
1.4.5 Automotive and Transportation
1.4.6 Others
1.5 Global Soft Sensor (Virtual Sensor) Market Size & Forecast
1.6 Global Soft Sensor (Virtual Sensor) Market Size and Forecast by Region
1.6.1 Global Soft Sensor (Virtual Sensor) Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global Soft Sensor (Virtual Sensor) Market Size by Region, (2020-2031)
1.6.3 North America Soft Sensor (Virtual Sensor) Market Size and Prospect (2020-2031)
1.6.4 Europe Soft Sensor (Virtual Sensor) Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific Soft Sensor (Virtual Sensor) Market Size and Prospect (2020-2031)
1.6.6 South America Soft Sensor (Virtual Sensor) Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa Soft Sensor (Virtual Sensor) Market Size and Prospect (2020-2031)
2 Company Profiles
2.1 Cisco
2.1.1 Cisco Details
2.1.2 Cisco Major Business
2.1.3 Cisco Soft Sensor (Virtual Sensor) Product and Solutions
2.1.4 Cisco Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Cisco Recent Developments and Future Plans
2.2 Siemens
2.2.1 Siemens Details
2.2.2 Siemens Major Business
2.2.3 Siemens Soft Sensor (Virtual Sensor) Product and Solutions
2.2.4 Siemens Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 Siemens Recent Developments and Future Plans
2.3 General Electric
2.3.1 General Electric Details
2.3.2 General Electric Major Business
2.3.3 General Electric Soft Sensor (Virtual Sensor) Product and Solutions
2.3.4 General Electric Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 General Electric Recent Developments and Future Plans
2.4 Schneider Electric
2.4.1 Schneider Electric Details
2.4.2 Schneider Electric Major Business
2.4.3 Schneider Electric Soft Sensor (Virtual Sensor) Product and Solutions
2.4.4 Schneider Electric Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 Schneider Electric Recent Developments and Future Plans
2.5 Honeywell
2.5.1 Honeywell Details
2.5.2 Honeywell Major Business
2.5.3 Honeywell Soft Sensor (Virtual Sensor) Product and Solutions
2.5.4 Honeywell Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Honeywell Recent Developments and Future Plans
2.6 Elliptic Labs
2.6.1 Elliptic Labs Details
2.6.2 Elliptic Labs Major Business
2.6.3 Elliptic Labs Soft Sensor (Virtual Sensor) Product and Solutions
2.6.4 Elliptic Labs Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 Elliptic Labs Recent Developments and Future Plans
2.7 Ekkono Solutions
2.7.1 Ekkono Solutions Details
2.7.2 Ekkono Solutions Major Business
2.7.3 Ekkono Solutions Soft Sensor (Virtual Sensor) Product and Solutions
2.7.4 Ekkono Solutions Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 Ekkono Solutions Recent Developments and Future Plans
2.8 StretchSkin Technologies
2.8.1 StretchSkin Technologies Details
2.8.2 StretchSkin Technologies Major Business
2.8.3 StretchSkin Technologies Soft Sensor (Virtual Sensor) Product and Solutions
2.8.4 StretchSkin Technologies Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.8.5 StretchSkin Technologies Recent Developments and Future Plans
2.9 Equinox
2.9.1 Equinox Details
2.9.2 Equinox Major Business
2.9.3 Equinox Soft Sensor (Virtual Sensor) Product and Solutions
2.9.4 Equinox Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.9.5 Equinox Recent Developments and Future Plans
2.10 Canvass AI
2.10.1 Canvass AI Details
2.10.2 Canvass AI Major Business
2.10.3 Canvass AI Soft Sensor (Virtual Sensor) Product and Solutions
2.10.4 Canvass AI Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.10.5 Canvass AI Recent Developments and Future Plans
2.11 ANDATA
2.11.1 ANDATA Details
2.11.2 ANDATA Major Business
2.11.3 ANDATA Soft Sensor (Virtual Sensor) Product and Solutions
2.11.4 ANDATA Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.11.5 ANDATA Recent Developments and Future Plans
2.12 Corelight
2.12.1 Corelight Details
2.12.2 Corelight Major Business
2.12.3 Corelight Soft Sensor (Virtual Sensor) Product and Solutions
2.12.4 Corelight Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.12.5 Corelight Recent Developments and Future Plans
2.13 Exputec
2.13.1 Exputec Details
2.13.2 Exputec Major Business
2.13.3 Exputec Soft Sensor (Virtual Sensor) Product and Solutions
2.13.4 Exputec Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.13.5 Exputec Recent Developments and Future Plans
2.14 TACTILE MOBILITY
2.14.1 TACTILE MOBILITY Details
2.14.2 TACTILE MOBILITY Major Business
2.14.3 TACTILE MOBILITY Soft Sensor (Virtual Sensor) Product and Solutions
2.14.4 TACTILE MOBILITY Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.14.5 TACTILE MOBILITY Recent Developments and Future Plans
2.15 IntelliDynamics
2.15.1 IntelliDynamics Details
2.15.2 IntelliDynamics Major Business
2.15.3 IntelliDynamics Soft Sensor (Virtual Sensor) Product and Solutions
2.15.4 IntelliDynamics Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.15.5 IntelliDynamics Recent Developments and Future Plans
2.16 Aspen Technology
2.16.1 Aspen Technology Details
2.16.2 Aspen Technology Major Business
2.16.3 Aspen Technology Soft Sensor (Virtual Sensor) Product and Solutions
2.16.4 Aspen Technology Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.16.5 Aspen Technology Recent Developments and Future Plans
2.17 OSIsoft
2.17.1 OSIsoft Details
2.17.2 OSIsoft Major Business
2.17.3 OSIsoft Soft Sensor (Virtual Sensor) Product and Solutions
2.17.4 OSIsoft Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.17.5 OSIsoft Recent Developments and Future Plans
2.18 Modelway
2.18.1 Modelway Details
2.18.2 Modelway Major Business
2.18.3 Modelway Soft Sensor (Virtual Sensor) Product and Solutions
2.18.4 Modelway Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.18.5 Modelway Recent Developments and Future Plans
2.19 LMI Technologies
2.19.1 LMI Technologies Details
2.19.2 LMI Technologies Major Business
2.19.3 LMI Technologies Soft Sensor (Virtual Sensor) Product and Solutions
2.19.4 LMI Technologies Soft Sensor (Virtual Sensor) Revenue, Gross Margin and Market Share (2020-2025)
2.19.5 LMI Technologies Recent Developments and Future Plans
3 Market Competition, by Players
3.1 Global Soft Sensor (Virtual Sensor) Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of Soft Sensor (Virtual Sensor) by Company Revenue
3.2.2 Top 3 Soft Sensor (Virtual Sensor) Players Market Share in 2024
3.2.3 Top 6 Soft Sensor (Virtual Sensor) Players Market Share in 2024
3.3 Soft Sensor (Virtual Sensor) Market: Overall Company Footprint Analysis
3.3.1 Soft Sensor (Virtual Sensor) Market: Region Footprint
3.3.2 Soft Sensor (Virtual Sensor) Market: Company Product Type Footprint
3.3.3 Soft Sensor (Virtual Sensor) Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 Market Size Segment by Type
4.1 Global Soft Sensor (Virtual Sensor) Consumption Value and Market Share by Type (2020-2025)
4.2 Global Soft Sensor (Virtual Sensor) Market Forecast by Type (2026-2031)
5 Market Size Segment by Application
5.1 Global Soft Sensor (Virtual Sensor) Consumption Value Market Share by Application (2020-2025)
5.2 Global Soft Sensor (Virtual Sensor) Market Forecast by Application (2026-2031)
6 North America
6.1 North America Soft Sensor (Virtual Sensor) Consumption Value by Type (2020-2031)
6.2 North America Soft Sensor (Virtual Sensor) Market Size by Application (2020-2031)
6.3 North America Soft Sensor (Virtual Sensor) Market Size by Country
6.3.1 North America Soft Sensor (Virtual Sensor) Consumption Value by Country (2020-2031)
6.3.2 United States Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
6.3.3 Canada Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
6.3.4 Mexico Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
7 Europe
7.1 Europe Soft Sensor (Virtual Sensor) Consumption Value by Type (2020-2031)
7.2 Europe Soft Sensor (Virtual Sensor) Consumption Value by Application (2020-2031)
7.3 Europe Soft Sensor (Virtual Sensor) Market Size by Country
7.3.1 Europe Soft Sensor (Virtual Sensor) Consumption Value by Country (2020-2031)
7.3.2 Germany Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
7.3.3 France Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
7.3.4 United Kingdom Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
7.3.5 Russia Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
7.3.6 Italy Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
8 Asia-Pacific
8.1 Asia-Pacific Soft Sensor (Virtual Sensor) Consumption Value by Type (2020-2031)
8.2 Asia-Pacific Soft Sensor (Virtual Sensor) Consumption Value by Application (2020-2031)
8.3 Asia-Pacific Soft Sensor (Virtual Sensor) Market Size by Region
8.3.1 Asia-Pacific Soft Sensor (Virtual Sensor) Consumption Value by Region (2020-2031)
8.3.2 China Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
8.3.3 Japan Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
8.3.4 South Korea Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
8.3.5 India Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
8.3.7 Australia Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
9 South America
9.1 South America Soft Sensor (Virtual Sensor) Consumption Value by Type (2020-2031)
9.2 South America Soft Sensor (Virtual Sensor) Consumption Value by Application (2020-2031)
9.3 South America Soft Sensor (Virtual Sensor) Market Size by Country
9.3.1 South America Soft Sensor (Virtual Sensor) Consumption Value by Country (2020-2031)
9.3.2 Brazil Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
9.3.3 Argentina Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
10 Middle East & Africa
10.1 Middle East & Africa Soft Sensor (Virtual Sensor) Consumption Value by Type (2020-2031)
10.2 Middle East & Africa Soft Sensor (Virtual Sensor) Consumption Value by Application (2020-2031)
10.3 Middle East & Africa Soft Sensor (Virtual Sensor) Market Size by Country
10.3.1 Middle East & Africa Soft Sensor (Virtual Sensor) Consumption Value by Country (2020-2031)
10.3.2 Turkey Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
10.3.4 UAE Soft Sensor (Virtual Sensor) Market Size and Forecast (2020-2031)
11 Market Dynamics
11.1 Soft Sensor (Virtual Sensor) Market Drivers
11.2 Soft Sensor (Virtual Sensor) Market Restraints
11.3 Soft Sensor (Virtual Sensor) Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 Industry Chain Analysis
12.1 Soft Sensor (Virtual Sensor) Industry Chain
12.2 Soft Sensor (Virtual Sensor) Upstream Analysis
12.3 Soft Sensor (Virtual Sensor) Midstream Analysis
12.4 Soft Sensor (Virtual Sensor) Downstream Analysis
13 Research Findings and Conclusion
14 Appendix
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
Cisco
Siemens
General Electric
Schneider Electric
Honeywell
Elliptic Labs
Ekkono Solutions
StretchSkin Technologies
Equinox
Canvass AI
ANDATA
Corelight
Exputec
TACTILE MOBILITY
IntelliDynamics
Aspen Technology
OSIsoft
Modelway
LMI Technologies
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*If Applicable.