Highlights
The global Soft Sensor (Virtual Sensor) market was valued at US$ million in 2022 and is anticipated to reach US$ million by 2029, witnessing a CAGR of % during the forecast period 2023-2029. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
North American market for Soft Sensor (Virtual Sensor) is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
Asia-Pacific market for Soft Sensor (Virtual Sensor) is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
The global market for Soft Sensor (Virtual Sensor) in Utilities is estimated to increase from $ million in 2023 to $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
The key global companies of Soft Sensor (Virtual Sensor) include Cisco, Siemens, General Electric, Schneider Electric, Honeywell, Elliptic Labs, Ekkono Solutions, StretchSkin Technologies and Equinox, etc. In 2022, the world's top three vendors accounted for approximately % of the revenue.
Report Scope
This report aims to provide a comprehensive presentation of the global market for Soft Sensor (Virtual 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 Soft Sensor (Virtual Sensor).
The Soft Sensor (Virtual Sensor) market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2022 as the base year, with history and forecast data for the period from 2018 to 2029. This report segments the global Soft Sensor (Virtual 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 Soft Sensor (Virtual Sensor) companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by type, by application, and by regions.
By Company
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
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
Core Chapters
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by 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: 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 Soft Sensor (Virtual 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 key companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Soft Sensor (Virtual Sensor) Market Size Growth Rate by Type: 2018 VS 2022 VS 2029
1.2.2 Cloud-based
1.2.3 On-premise
1.3 Market by Application
1.3.1 Global Soft Sensor (Virtual Sensor) Market Growth by Application: 2018 VS 2022 VS 2029
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 Soft Sensor (Virtual Sensor) Market Perspective (2018-2029)
2.2 Soft Sensor (Virtual Sensor) Growth Trends by Region
2.2.1 Global Soft Sensor (Virtual Sensor) Market Size by Region: 2018 VS 2022 VS 2029
2.2.2 Soft Sensor (Virtual Sensor) Historic Market Size by Region (2018-2023)
2.2.3 Soft Sensor (Virtual Sensor) Forecasted Market Size by Region (2024-2029)
2.3 Soft Sensor (Virtual Sensor) Market Dynamics
2.3.1 Soft Sensor (Virtual Sensor) Industry Trends
2.3.2 Soft Sensor (Virtual Sensor) Market Drivers
2.3.3 Soft Sensor (Virtual Sensor) Market Challenges
2.3.4 Soft Sensor (Virtual Sensor) Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Soft Sensor (Virtual Sensor) Players by Revenue
3.1.1 Global Top Soft Sensor (Virtual Sensor) Players by Revenue (2018-2023)
3.1.2 Global Soft Sensor (Virtual Sensor) Revenue Market Share by Players (2018-2023)
3.2 Global Soft Sensor (Virtual Sensor) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Soft Sensor (Virtual Sensor) Revenue
3.4 Global Soft Sensor (Virtual Sensor) Market Concentration Ratio
3.4.1 Global Soft Sensor (Virtual Sensor) Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Soft Sensor (Virtual Sensor) Revenue in 2022
3.5 Soft Sensor (Virtual Sensor) Key Players Head office and Area Served
3.6 Key Players Soft Sensor (Virtual Sensor) Product Solution and Service
3.7 Date of Enter into Soft Sensor (Virtual Sensor) Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Soft Sensor (Virtual Sensor) Breakdown Data by Type
4.1 Global Soft Sensor (Virtual Sensor) Historic Market Size by Type (2018-2023)
4.2 Global Soft Sensor (Virtual Sensor) Forecasted Market Size by Type (2024-2029)
5 Soft Sensor (Virtual Sensor) Breakdown Data by Application
5.1 Global Soft Sensor (Virtual Sensor) Historic Market Size by Application (2018-2023)
5.2 Global Soft Sensor (Virtual Sensor) Forecasted Market Size by Application (2024-2029)
6 North America
6.1 North America Soft Sensor (Virtual Sensor) Market Size (2018-2029)
6.2 North America Soft Sensor (Virtual Sensor) Market Growth Rate by Country: 2018 VS 2022 VS 2029
6.3 North America Soft Sensor (Virtual Sensor) Market Size by Country (2018-2023)
6.4 North America Soft Sensor (Virtual Sensor) Market Size by Country (2024-2029)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Soft Sensor (Virtual Sensor) Market Size (2018-2029)
7.2 Europe Soft Sensor (Virtual Sensor) Market Growth Rate by Country: 2018 VS 2022 VS 2029
7.3 Europe Soft Sensor (Virtual Sensor) Market Size by Country (2018-2023)
7.4 Europe Soft Sensor (Virtual Sensor) Market Size by Country (2024-2029)
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 Soft Sensor (Virtual Sensor) Market Size (2018-2029)
8.2 Asia-Pacific Soft Sensor (Virtual Sensor) Market Growth Rate by Region: 2018 VS 2022 VS 2029
8.3 Asia-Pacific Soft Sensor (Virtual Sensor) Market Size by Region (2018-2023)
8.4 Asia-Pacific Soft Sensor (Virtual Sensor) Market Size by Region (2024-2029)
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 Soft Sensor (Virtual Sensor) Market Size (2018-2029)
9.2 Latin America Soft Sensor (Virtual Sensor) Market Growth Rate by Country: 2018 VS 2022 VS 2029
9.3 Latin America Soft Sensor (Virtual Sensor) Market Size by Country (2018-2023)
9.4 Latin America Soft Sensor (Virtual Sensor) Market Size by Country (2024-2029)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Soft Sensor (Virtual Sensor) Market Size (2018-2029)
10.2 Middle East & Africa Soft Sensor (Virtual Sensor) Market Growth Rate by Country: 2018 VS 2022 VS 2029
10.3 Middle East & Africa Soft Sensor (Virtual Sensor) Market Size by Country (2018-2023)
10.4 Middle East & Africa Soft Sensor (Virtual Sensor) Market Size by Country (2024-2029)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Cisco
11.1.1 Cisco Company Detail
11.1.2 Cisco Business Overview
11.1.3 Cisco Soft Sensor (Virtual Sensor) Introduction
11.1.4 Cisco Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.1.5 Cisco Recent Development
11.2 Siemens
11.2.1 Siemens Company Detail
11.2.2 Siemens Business Overview
11.2.3 Siemens Soft Sensor (Virtual Sensor) Introduction
11.2.4 Siemens Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.2.5 Siemens Recent Development
11.3 General Electric
11.3.1 General Electric Company Detail
11.3.2 General Electric Business Overview
11.3.3 General Electric Soft Sensor (Virtual Sensor) Introduction
11.3.4 General Electric Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.3.5 General Electric Recent Development
11.4 Schneider Electric
11.4.1 Schneider Electric Company Detail
11.4.2 Schneider Electric Business Overview
11.4.3 Schneider Electric Soft Sensor (Virtual Sensor) Introduction
11.4.4 Schneider Electric Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.4.5 Schneider Electric Recent Development
11.5 Honeywell
11.5.1 Honeywell Company Detail
11.5.2 Honeywell Business Overview
11.5.3 Honeywell Soft Sensor (Virtual Sensor) Introduction
11.5.4 Honeywell Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.5.5 Honeywell 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 Soft Sensor (Virtual Sensor) Introduction
11.6.4 Elliptic Labs Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.6.5 Elliptic Labs Recent Development
11.7 Ekkono Solutions
11.7.1 Ekkono Solutions Company Detail
11.7.2 Ekkono Solutions Business Overview
11.7.3 Ekkono Solutions Soft Sensor (Virtual Sensor) Introduction
11.7.4 Ekkono Solutions Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.7.5 Ekkono Solutions Recent Development
11.8 StretchSkin Technologies
11.8.1 StretchSkin Technologies Company Detail
11.8.2 StretchSkin Technologies Business Overview
11.8.3 StretchSkin Technologies Soft Sensor (Virtual Sensor) Introduction
11.8.4 StretchSkin Technologies Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.8.5 StretchSkin Technologies Recent Development
11.9 Equinox
11.9.1 Equinox Company Detail
11.9.2 Equinox Business Overview
11.9.3 Equinox Soft Sensor (Virtual Sensor) Introduction
11.9.4 Equinox Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.9.5 Equinox Recent Development
11.10 Canvass AI
11.10.1 Canvass AI Company Detail
11.10.2 Canvass AI Business Overview
11.10.3 Canvass AI Soft Sensor (Virtual Sensor) Introduction
11.10.4 Canvass AI Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.10.5 Canvass AI Recent Development
11.11 ANDATA
11.11.1 ANDATA Company Detail
11.11.2 ANDATA Business Overview
11.11.3 ANDATA Soft Sensor (Virtual Sensor) Introduction
11.11.4 ANDATA Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.11.5 ANDATA Recent Development
11.12 Corelight
11.12.1 Corelight Company Detail
11.12.2 Corelight Business Overview
11.12.3 Corelight Soft Sensor (Virtual Sensor) Introduction
11.12.4 Corelight Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.12.5 Corelight Recent Development
11.13 Exputec
11.13.1 Exputec Company Detail
11.13.2 Exputec Business Overview
11.13.3 Exputec Soft Sensor (Virtual Sensor) Introduction
11.13.4 Exputec Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.13.5 Exputec Recent Development
11.14 TACTILE MOBILITY
11.14.1 TACTILE MOBILITY Company Detail
11.14.2 TACTILE MOBILITY Business Overview
11.14.3 TACTILE MOBILITY Soft Sensor (Virtual Sensor) Introduction
11.14.4 TACTILE MOBILITY Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.14.5 TACTILE MOBILITY Recent Development
11.15 IntelliDynamics
11.15.1 IntelliDynamics Company Detail
11.15.2 IntelliDynamics Business Overview
11.15.3 IntelliDynamics Soft Sensor (Virtual Sensor) Introduction
11.15.4 IntelliDynamics Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.15.5 IntelliDynamics Recent Development
11.16 Aspen Technology
11.16.1 Aspen Technology Company Detail
11.16.2 Aspen Technology Business Overview
11.16.3 Aspen Technology Soft Sensor (Virtual Sensor) Introduction
11.16.4 Aspen Technology Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.16.5 Aspen Technology Recent Development
11.17 OSIsoft
11.17.1 OSIsoft Company Detail
11.17.2 OSIsoft Business Overview
11.17.3 OSIsoft Soft Sensor (Virtual Sensor) Introduction
11.17.4 OSIsoft Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.17.5 OSIsoft Recent Development
11.18 Modelway
11.18.1 Modelway Company Detail
11.18.2 Modelway Business Overview
11.18.3 Modelway Soft Sensor (Virtual Sensor) Introduction
11.18.4 Modelway Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.18.5 Modelway Recent Development
11.19 LMI Technologies
11.19.1 LMI Technologies Company Detail
11.19.2 LMI Technologies Business Overview
11.19.3 LMI Technologies Soft Sensor (Virtual Sensor) Introduction
11.19.4 LMI Technologies Revenue in Soft Sensor (Virtual Sensor) Business (2018-2023)
11.19.5 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
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
*If Applicable.