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.
Market Analysis and Insights: Global Intelligent Soft Sensor Market
The global Intelligent Soft Sensor market is projected to grow from US$ million in 2024 to US$ million by 2030, at a Compound Annual Growth Rate (CAGR) of % during the forecast period.
In terms of regions, North America is expected to remain the largest market during the forecast period.
Report Covers:
This report presents an overview of global market for Intelligent Soft Sensor market size. Analyses of the global market trends, with historic market revenue data for 2019 - 2023, estimates for 2024, and projections of CAGR through 2030.
This report researches the key producers of Intelligent Soft Sensor, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Intelligent Soft Sensor, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the Intelligent Soft Sensor revenue, market share and industry ranking of main companies, data from 2019 to 2024. Identification of the major stakeholders in the global Intelligent Soft Sensor market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2019 to 2030. Evaluation and forecast the market size for Intelligent Soft Sensor revenue, projected growth trends, production technology, application and end-user industry.
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
China
Asia (excluding China)
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America, Middle East & Africa
Brazil
Mexico
Turkey
Israel
GCC Countries
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, 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: Revenue of Intelligent Soft Sensor in global and regional level. 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. 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鈥� competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the revenue, 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 revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: North America (US & Canada) by Type, by Application and by country, revenue for each segment.
Chapter 7: Europe by Type, by Application and by country, revenue for each segment.
Chapter 8: China by Type, and by Application, revenue for each segment.
Chapter 9: Asia (excluding China) by Type, by Application and by region, revenue for each segment.
Chapter 10: Middle East, Africa, and Latin America by Type, by Application and by country, revenue for each segment.
Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Intelligent Soft Sensor revenue, gross margin, and recent development, etc.
Chapter 12: Analyst's Viewpoints/Conclusions
Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.
1 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 Size Growth Rate 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 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Intelligent Soft Sensor Market Perspective (2019-2030)
2.2 Global Intelligent Soft Sensor Growth Trends by Region
2.2.1 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 Revenue Intelligent Soft Sensor by Players
3.1.1 Global Intelligent Soft Sensor Revenue by Players (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 Global Key Players of Intelligent Soft Sensor, Ranking by Revenue, 2022 VS 2023 VS 2024
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 Global Key Players of Intelligent Soft Sensor Head office and Area Served
3.6 Global Key Players of Intelligent Soft Sensor, Product and Application
3.7 Global Key Players of Intelligent Soft Sensor, Date of Enter into This Industry
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 Size by Type
6.2.1 North America Intelligent Soft Sensor Market Size by Type (2019-2024)
6.2.2 North America Intelligent Soft Sensor Market Size by Type (2025-2030)
6.2.3 North America Intelligent Soft Sensor Market Share by Type (2019-2030)
6.3 North America Intelligent Soft Sensor Market Size by Application
6.3.1 North America Intelligent Soft Sensor Market Size by Application (2019-2024)
6.3.2 North America Intelligent Soft Sensor Market Size by Application (2025-2030)
6.3.3 North America Intelligent Soft Sensor Market Share by Application (2019-2030)
6.4 North America Intelligent Soft Sensor Market Size by Country
6.4.1 North America Intelligent Soft Sensor Market Size by Country: 2019 VS 2023 VS 2030
6.4.2 North America Intelligent Soft Sensor Market Size by Country (2019-2024)
6.4.3 North America Intelligent Soft Sensor Market Size by Country (2025-2030)
6.4.4 U.S.
6.4.5 Canada
7 Europe
7.1 Europe Intelligent Soft Sensor Market Size (2019-2030)
7.2 Europe Intelligent Soft Sensor Market Size by Type
7.2.1 Europe Intelligent Soft Sensor Market Size by Type (2019-2024)
7.2.2 Europe Intelligent Soft Sensor Market Size by Type (2025-2030)
7.2.3 Europe Intelligent Soft Sensor Market Share by Type (2019-2030)
7.3 Europe Intelligent Soft Sensor Market Size by Application
7.3.1 Europe Intelligent Soft Sensor Market Size by Application (2019-2024)
7.3.2 Europe Intelligent Soft Sensor Market Size by Application (2025-2030)
7.3.3 Europe Intelligent Soft Sensor Market Share by Application (2019-2030)
7.4 Europe Intelligent Soft Sensor Market Size by Country
7.4.1 Europe Intelligent Soft Sensor Market Size by Country: 2019 VS 2023 VS 2030
7.4.2 Europe Intelligent Soft Sensor Market Size by Country (2019-2024)
7.4.3 Europe Intelligent Soft Sensor Market Size by Country (2025-2030)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 China
8.1 China Intelligent Soft Sensor Market Size (2019-2030)
8.2 China Intelligent Soft Sensor Market Size by Type
8.2.1 China Intelligent Soft Sensor Market Size by Type (2019-2024)
8.2.2 China Intelligent Soft Sensor Market Size by Type (2025-2030)
8.2.3 China Intelligent Soft Sensor Market Share by Type (2019-2030)
8.3 China Intelligent Soft Sensor Market Size by Application
8.3.1 China Intelligent Soft Sensor Market Size by Application (2019-2024)
8.3.2 China Intelligent Soft Sensor Market Size by Application (2025-2030)
8.3.3 China Intelligent Soft Sensor Market Share by Application (2019-2030)
9 Asia (excluding China)
9.1 Asia Intelligent Soft Sensor Market Size (2019-2030)
9.2 Asia Intelligent Soft Sensor Market Size by Type
9.2.1 Asia Intelligent Soft Sensor Market Size by Type (2019-2024)
9.2.2 Asia Intelligent Soft Sensor Market Size by Type (2025-2030)
9.2.3 Asia Intelligent Soft Sensor Market Share by Type (2019-2030)
9.3 Asia Intelligent Soft Sensor Market Size by Application
9.3.1 Asia Intelligent Soft Sensor Market Size by Application (2019-2024)
9.3.2 Asia Intelligent Soft Sensor Market Size by Application (2025-2030)
9.3.3 Asia Intelligent Soft Sensor Market Share by Application (2019-2030)
9.4 Asia Intelligent Soft Sensor Market Size by Region
9.4.1 Asia Intelligent Soft Sensor Market Size by Region: 2019 VS 2023 VS 2030
9.4.2 Asia Intelligent Soft Sensor Market Size by Region (2019-2024)
9.4.3 Asia Intelligent Soft Sensor Market Size by Region (2025-2030)
9.4.4 Japan
9.4.5 South Korea
9.4.6 China Taiwan
9.4.7 Southeast Asia
9.4.8 India
9.4.9 Australia
10 Middle East, Africa, and Latin America
10.1 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size (2019-2030)
10.2 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Type
10.2.1 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Type (2019-2024)
10.2.2 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Type (2025-2030)
10.2.3 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Share by Type (2019-2030)
10.3 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Application
10.3.1 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Application (2019-2024)
10.3.2 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Application (2025-2030)
10.3.3 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Share by Application (2019-2030)
10.4 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Country
10.4.1 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Country: 2019 VS 2023 VS 2030
10.4.2 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Country (2019-2024)
10.4.3 Middle East, Africa, and Latin America Intelligent Soft Sensor Market Size by Country (2025-2030)
10.4.4 Brazil
10.4.5 Mexico
10.4.6 Turkey
10.4.7 Saudi Arabia
10.4.8 Israel
10.4.9 GCC Countries
11 Key Players Profiles
11.1 General Electric
11.1.1 General Electric Company Details
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 Developments
11.2 Siemens
11.2.1 Siemens Company Details
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 Developments
11.3 Cisco
11.3.1 Cisco Company Details
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 Developments
11.4 Honeywell
11.4.1 Honeywell Company Details
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 Developments
11.5 Schneider Electric
11.5.1 Schneider Electric Company Details
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 Developments
11.6 Elliptic Labs
11.6.1 Elliptic Labs Company Details
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 Developments
11.7 Exputec
11.7.1 Exputec Company Details
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 Developments
11.8 TACTILE MOBILITY
11.8.1 TACTILE MOBILITY Company Details
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 Developments
11.9 IntelliDynamics
11.9.1 IntelliDynamics Company Details
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 Developments
11.10 ANDATA
11.10.1 ANDATA Company Details
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 Developments
11.11 Aspen Technology
11.11.1 Aspen Technology Company Details
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 Developments
11.12 OSIsoft
11.12.1 OSIsoft Company Details
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 Developments
11.13 Modelway
11.13.1 Modelway Company Details
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 Developments
11.14 LMI Technologies
11.14.1 LMI Technologies Company Details
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 Developments
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
General Electric
Siemens
Cisco
Honeywell
Schneider Electric
Elliptic Labs
Exputec
TACTILE MOBILITY
IntelliDynamics
ANDATA
Aspen Technology
OSIsoft
Modelway
LMI Technologies
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听
*If Applicable.
