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市場調查報告書
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1631140

虛擬感測器市場規模、佔有率、趨勢分析報告：按組件、部署、最終用途、地區和細分市場預測，2025 年至 2030 年

Virtual Sensors Market Size, Share & Trends Analysis Report By Component (Solutions, Services), By Deployment (Cloud, On-premise), By End-use (Aerospace & Defense, Manufacturing & Utilities), By Region, And Segment Forecasts, 2025 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

虛擬感測器市場的成長和趨勢

根據Grand View Research, Inc.的最新報告，全球虛擬感測器市場規模預計到2030年將達到47億美元，2025年至2030年期間的複合年成長率為27.9%。

虛擬感測器在人類活動識別和醫療領域的應用日益廣泛，正在推動市場的發展。物聯網應用和整合雲端平台的實施正在推動市場成長。

虛擬感測器有望實現為特定目的而建構的多個目標，並提供其環境的Meta分析。這些電路的設計範圍從非常簡單到非常複雜，並且經過修改以產生所需的輸出。該設備是一種無形的感測器，由兩種類型的輸入驅動：來自用戶和來自實體感測器。然而，虛擬感測器的功能遠遠超出了實體設備，可以獨立於實體設備單獨或集體發揮作用。

市場可能會出現新產品發布和交易等趨勢。為了增強工業設施，GE 提供在 predix 上可靠運作的虛擬感測器，predix 是一個主要用於工業領域的雲端基礎的平台。此外，西門子股份公司正在研究數位雙胞胎技術，為客戶開發虛擬感測解決方案。西門子股份公司開發了結合系統模擬和 3D CAE 的 Simcenter 解決方案，以便在產品生命週期的早期階段預測效能參數。

預計在預測期內，解決方案部分將佔據虛擬感測器市場的最大佔有率。這是由於工業 4.0 的出現以及製造工廠對雲端基礎的解決方案的需求不斷增加。預計此類解決方案將促進基於感測的機器人引導並減少事故。

亞太市場在技術產出、競爭優勢和相關性方面提供了豐厚的成長機會。此外，市場也見證了與產品開發相關的各個垂直領域的相關人員的大量投資流入。合規措施和政府法規對於發展永續市場至關重要。預計預測期內北美將佔據最大的市場佔有率。這是由於對物聯網雲端模型的需求不斷成長以及VR領域的持續技術創新。此外，該地區企業擴大採用先進技術也推動了市場的成長。

虛擬感測器市場報告重點

  • 由於培訓和諮詢活動的增加，傳授虛擬感測器的關鍵知識和好處，預計預測期內服務部門將以更高的複合年成長率成長。
  • 預計預測期內雲端部署部分將以最高的複合年成長率成長。
  • 根據最終用途，由於技術進步為預測性維護和安全監控等應用中的虛擬感測器創造了新的機會，預計航太和國防部門將在預測期內以最快的複合年成長率成長。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第 3 章虛擬感測器市場變數、趨勢和範圍

  • 市場體系展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 產業分析工具
    • PORTER 分析
    • PESTEL 分析

第 4 章虛擬感測器市場：按組件進行的估計和趨勢分析

  • 虛擬感測器市場（按組件分類）：關鍵要點
  • 2024 年和 2030 年組件變化分析和市場佔有率
  • 按組成部分，2018-2030 年
    • 解決方案
    • 服務

第 5 章虛擬感測器市場：按部署、估計和趨勢分析

  • 虛擬感測器市場（按部署）的關鍵要點
  • 2024 年及 2030 年發展趨勢分析及市場佔有率
  • 按部署，2018-2030 年
    • 雲
    • 本地

第 6 章虛擬感測器市場：最終用途、估計和趨勢分析

  • 虛擬感測器市場按最終用途分類：關鍵要點
  • 2024 年和 2030 年最終用途變化分析和市場佔有率
  • 按最終用途分類，2018-2030 年
    • 石油和天然氣
    • 航太和國防
    • 汽車與運輸
    • 醫療
    • 製造業及公共工程
    • 電子產品
    • 其他

第 7 章虛擬感測器市場：區域、估計和趨勢分析

  • 虛擬感測器市場：區域展望
  • 區域市場：關鍵要點
  • 按地區，2018-2030 年
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 巴西
  • 中東和非洲
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯
    • 南非

第8章 競爭格局

  • 公司分類
  • 公司市場定位
  • 公司熱圖分析
  • 公司簡介/上市公司
    • Siemens
    • General Electric Company
    • Schneider Electric
    • Aspen Technology, Inc.
    • Rockwell Automation
    • Honeywell International Inc.
    • ABB.
    • Emerson Electric Co.
    • Cisco Systems, Inc.
    • Endress+Hauser Group Services AG.
Product Code: GVR-4-68038-045-3

Virtual Sensors Market Growth & Trends:

The global virtual sensors market size is estimated to reach USD 4.7 billion by 2030, registering a CAGR of 27.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Growing use of virtual sensors in the human activity recognition and in the healthcare domain is driving the market. Implementation of cloud platforms integrated with IoT applications is driving the market growth.

A virtual sensor is expected to achieve multiple objectives built for a specific purpose and result in a meta-analysis about its environment. These circuits can range from very simple to very complex design and undergo changes to produce a desired output. The device is an intangible form of sensor which is activated via two kinds of input, one from user and other from physical sensor. However, virtual sensors, in terms of capabilities are much beyond physical devices that can work individually and collectively irrespective of their physical counterparts.

Trends such as new product launches and agreements are likely to be witnessed in the market. In order to enhance industrial facilities, GE offers virtual sensors to reliantly work on predix, which is a cloud-based platform mainly used in the industrial space. Moreover, Siemens AG is working on digital twin technology for the development of virtual sensing solution for its customers. Siemens AG has developed Simcenter solution that is combining the system simulation and 3D CAE for predicting the performance parameters earlier and throughout the product lifecycle.

The solutions segment is expected to witness largest virtual sensors market share over the forecast period. This is attributed to advent of industry 4.0 and rising demand for cloud-based solutions in the manufacturing facilities. Such solutions are anticipated to promote the robot guidance operations by sensing and reducing accidents.

The market in Asia Pacific offers lucrative growth opportunities in terms of technology output, competitive advantage, and relevancy. In addition, the market witnesses a high influx of investments by stakeholders in various verticals pertaining to product development. Compliance policies and government regulations are pivotal in creating a sustainable market development. North America is expected to hold largest market share over the forecast period. This is attributed to rising demand for IoT cloud models and continuous innovations in the field of VR. In addition, growing adoption of advanced technologies among the companies in the region is driving the market growth.

Virtual Sensors Market Report Highlights:

  • The service segment is anticipated to witness higher CAGR over the forecast period, owing to growing training and consulting activities for imparting significant knowledge and advantages of virtual sensors
  • The cloud deployment segment is expected to grow at a highest CAGR during the forecast period, as organizations seek greater flexibility and scalability in their operations
  • By end-use, the aerospace & defense segment is expected to grow at the fastest CAGR over the forecast period, as technological advancements create new opportunities for virtual sensors in applications such as predictive maintenance and safety monitoring.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources and Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation and Data Visualization
  • 1.6. Data Validation and Publishing

Chapter 2. Executive Summary

  • 2.1. Market Snapshot
  • 2.2. Segment Snapshot
  • 2.3. Competitive Landscape Snapshot

Chapter 3. Virtual Sensors Market Variables, Trends and Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Industry Analysis Tools
    • 3.3.1. PORTER's Analysis
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and social landscape
      • 3.3.2.3. Technological landscape

Chapter 4. Virtual Sensors Market: Component Estimates and Trend Analysis

  • 4.1. Virtual Sensors Market, By Component: Key Takeaways
  • 4.2. Component Movement Analysis and Market Share, 2024 and 2030
  • 4.3. Market Estimates and Forecasts, By Component, 2018 - 2030 (USD Million)
    • 4.3.1. Solutions
      • 4.3.1.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 4.3.2. Services
      • 4.3.2.1. Market Revenue Estimates and Forecasts, 2018 - 2030(USD Million)

Chapter 5. Virtual Sensors Market: Deployment Estimates and Trend Analysis

  • 5.1. Virtual Sensors Market, By Deployment: Key Takeaways
  • 5.2. Deployment Movement Analysis and Market Share, 2024 and 2030
  • 5.3. Market Estimates and Forecasts, By Deployment, 2018 - 2030 (USD Million)
    • 5.3.1. Cloud
      • 5.3.1.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 5.3.2. On-Premise
      • 5.3.2.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Virtual Sensors Market: End Use Estimates and Trend Analysis

  • 6.1. Virtual Sensors Market, By End Use: Key Takeaways
  • 6.2. End Use Movement Analysis and Market Share, 2024 and 2030
  • 6.3. Market Estimates and Forecasts, By End Use, 2018 - 2030 (USD Million)
    • 6.3.1. Oil & Gas
      • 6.3.1.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.2. Aerospace & Defense
      • 6.3.2.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.3. Automotive & Transportation
      • 6.3.3.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.4. Healthcare
      • 6.3.4.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.5. Manufacturing & Utilities
      • 6.3.5.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.6. Electronics
      • 6.3.6.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.7. Others
      • 6.3.7.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Virtual Sensors Market: Regional Estimates and Trend Analysis

  • 7.1. Virtual Sensors Market: Regional Outlook
  • 7.2. Regional Marketplaces: Key Takeaways
  • 7.3. Market Estimates and Forecasts, by Region, 2018 - 2030 (USD Million)
  • 7.4. North America
    • 7.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. U.S.
      • 7.4.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Canada
      • 7.4.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. Mexico
      • 7.4.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Europe
    • 7.5.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. UK
      • 7.5.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.3. Germany
      • 7.5.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.4. France
      • 7.5.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Asia Pacific
    • 7.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. China
      • 7.6.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. Japan
      • 7.6.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. India
      • 7.6.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.5. Australia
      • 7.6.5.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.6. South Korea
      • 7.6.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.7. Latin America
    • 7.7.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.7.2. Brazil
      • 7.7.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.8. Middle East and Africa
    • 7.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.8.2. UAE
      • 7.8.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.8.3. Saudi Arabia
      • 7.8.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.8.4. South Africa
      • 7.8.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Company Heat Map Analysis
  • 8.4. Company Profiles/Listing
    • 8.4.1. Siemens
      • 8.4.1.1. Company Overview
      • 8.4.1.2. Financial Performance
      • 8.4.1.3. Component Portfolio
      • 8.4.1.4. Recent Developments/ Strategic Initiatives
    • 8.4.2. General Electric Company
      • 8.4.2.1. Company Overview
      • 8.4.2.2. Financial Performance
      • 8.4.2.3. Component Portfolio
      • 8.4.2.4. Recent Developments/ Strategic Initiatives
    • 8.4.3. Schneider Electric
      • 8.4.3.1. Company Overview
      • 8.4.3.2. Financial Performance
      • 8.4.3.3. Component Portfolio
      • 8.4.3.4. Recent Developments/ Strategic Initiatives
    • 8.4.4. Aspen Technology, Inc.
      • 8.4.4.1. Company Overview
      • 8.4.4.2. Financial Performance
      • 8.4.4.3. Component Portfolio
      • 8.4.4.4. Recent Developments/ Strategic Initiatives
    • 8.4.5. Rockwell Automation
      • 8.4.5.1. Company Overview
      • 8.4.5.2. Financial Performance
      • 8.4.5.3. Component Portfolio
      • 8.4.5.4. Recent Developments/ Strategic Initiatives
    • 8.4.6. Honeywell International Inc.
      • 8.4.6.1. Company Overview
      • 8.4.6.2. Financial Performance
      • 8.4.6.3. Component Portfolio
      • 8.4.6.4. Recent Developments/ Strategic Initiatives
    • 8.4.7. ABB.
      • 8.4.7.1. Company Overview
      • 8.4.7.2. Financial Performance
      • 8.4.7.3. Component Portfolio
      • 8.4.7.4. Recent Developments/ Strategic Initiatives
    • 8.4.8. Emerson Electric Co.
      • 8.4.8.1. Company Overview
      • 8.4.8.2. Financial Performance
      • 8.4.8.3. Component Portfolio
      • 8.4.8.4. Recent Developments/ Strategic Initiatives
    • 8.4.9. Cisco Systems, Inc.
      • 8.4.9.1. Company Overview
      • 8.4.9.2. Financial Performance
      • 8.4.9.3. Component Portfolio
      • 8.4.9.4. Recent Developments/ Strategic Initiatives
    • 8.4.10. Endress+Hauser Group Services AG.
      • 8.4.10.1. Company Overview
      • 8.4.10.2. Financial Performance
      • 8.4.10.3. Component Portfolio
      • 8.4.10.4. Recent Developments/ Strategic Initiatives

List of Tables

  • Table 1. Global virtual sensors market: Key market driver analysis
  • Table 2. Global virtual sensors market: Key market restraint analysis
  • Table 3. Global virtual sensors market estimates and forecast, by component (USD Million)
  • Table 4. Global virtual sensors market estimates and forecast, by deployment (USD Million)
  • Table 5. Global virtual sensors market estimates and forecast, by end use (USD Million)
  • Table 6. Global Virtual sensors market estimates and forecast, by region (USD Million)
  • Table 7. North America Virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 8. North America virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 9. North America virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 10. North America virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 11. U.S. virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 12. U.S. virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 13. U.S. virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 14. U.S. virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 15. Canada virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 16. Canada virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 17. Canada virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 18. Canada virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 19. Mexico virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 20. Mexico virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 21. Mexico virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 22. Mexico virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 23. Europe virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 24. Europe virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 25. Europe virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 26. Europe virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 27. UK virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 28. UK virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 29. UK virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 30. UK virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 31. Germany virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 32. Germany virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 33. Germany virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 34. Germany virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 35. France virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 36. France virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 37. France virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 38. France virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 39. Asia Pacific virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 40. Asia Pacific virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 41. Asia Pacific virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 42. Asia Pacific virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 43. China virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 44. China virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 45. China virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 46. China virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 47. India virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 48. India virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 49. India virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 50. India virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 51. Japan virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 52. Japan virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 53. Japan virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 54. Japan virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 55. Australia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 56. Australia virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 57. Australia virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 58. Australia virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 59. South Korea virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 60. South Korea virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 61. South Korea virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 62. South Korea virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 63. Latin America virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 64. Latin America virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 65. Latin America virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 66. Latin America virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 67. Brazil virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 68. Brazil virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 69. Brazil virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 70. Brazil virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 71. Middle East and Africa virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 72. Middle East and Africa virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 73. Middle East and Africa virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 74. Middle East and Africa virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 75. UAE virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 76. UAE virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 77. UAE virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 78. UAE virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 79. Saudi Arabia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 80. Saudi Arabia virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 81. Saudi Arabia virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 82. Saudi Arabia virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 83. South Africa virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 84. South Africa virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 85. South Africa virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 86. South Africa virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 87. Recent developments and impact analysis, by key market participants
  • Table 88. Company heat map analysis, 2024
  • Table 89. Companies implementing key strategies

List of Figures

  • Fig. 1 Virtual sensors market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Value chain-based sizing and forecasting
  • Fig. 7 Parent market analysis
  • Fig. 8 Market formulation and validation
  • Fig. 9 Virtual sensors market snapshot
  • Fig. 10 Virtual sensors market segment snapshot
  • Fig. 11 Virtual sensors market competitive landscape snapshot
  • Fig. 12 Market research process
  • Fig. 13 Market driver relevance analysis (Current and future impact)
  • Fig. 14 Market restraint relevance analysis (Current and future impact)
  • Fig. 15 Virtual sensors market: Component outlook key takeaways (USD Million)
  • Fig. 16 Virtual sensors market: Component movement analysis 2024 & 2030 (USD Million)
  • Fig. 17 Virtual sensors market estimates and forecast, by component (USD Million)
  • Fig. 18 Solutions market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Services market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Virtual sensors market: Deployment outlook key takeaways (USD Million)
  • Fig. 21 Virtual sensors market: Deployment movement analysis 2024 & 2030 (USD Million)
  • Fig. 22 Virtual sensors market estimates and forecast, by deployment (USD Million)
  • Fig. 23 Cloud market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 On-premise market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Virtual sensors market: End use outlook key takeaways (USD Million)
  • Fig. 26 Virtual sensors market: End use movement analysis 2024 & 2030 (USD Million)
  • Fig. 27 Virtual sensors market estimates and forecast, by end use (USD Million)
  • Fig. 28 Aerospace & defense market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Automotive & transportation market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Oil & Gas market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Healthcare market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Manufacturing & utilities market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Electronics market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Others market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Regional marketplace: Key takeaways
  • Fig. 36 North America virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 37 US virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 38 Canada virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 39 Mexico virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 40 Europe virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 41 Germany virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 42 UK virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 43 France virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 44 Asia Pacific virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 45 China virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 46 India virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 47 Japan virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 48 Australia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 49 South Korea virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 50 Latin America virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 51 Brazil virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 52 Middle East and Africa virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 53 UAE virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 54 Saudi Arabia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 55 South Africa virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 56 Strategy framework
  • Fig. 57 Company categorization