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市场调查报告书
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虚拟感测器市场规模、份额、趋势分析报告：按组件、部署、最终用途、地区和细分市场预测，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个工作天内

价格

虚拟感测器市场的成长和趋势

根据Grand View Research, Inc.的最新报告，全球虚拟感测器市场规模预计到2030年将达到47亿美元，2025年至2030年期间的复合年增长率为27.9%。

虚拟感测器在人类活动识别和医疗领域的应用日益广泛，正在推动市场的发展。物联网应用和整合云端平台的实施正在推动市场成长。

虚拟感测器有望实现为特定目的而建构的多个目标，并提供其环境的Meta分析。这些电路的设计范围从非常简单到非常复杂，并且经过修改以产生所需的输出。该设备是一种无形的传感器，由两种类型的输入驱动：来自用户和来自实体感测器。然而，虚拟感测器的功能远远超出了实体设备，可以独立于实体设备单独或集体发挥作用。

市场可能会出现新产品发布和交易等趋势。为了增强工业设施，GE 提供在 predix 上可靠运作的虚拟感测器，predix 是一个主要用于工业领域的云端基础的平台。此外，西门子股份公司正在研究数位双胞胎技术，为客户开发虚拟感测解决方案。西门子股份公司开发了结合系统模拟和 3D CAE 的 Simcenter 解决方案，以便在产品生命週期的早期阶段预测效能参数。

预计在预测期内，解决方案部分将占据虚拟感测器市场的最大份额。这是由于工业 4.0 的出现以及製造工厂对云端基础的解决方案的需求不断增加。预计此类解决方案将促进基于感测的机器人引导并减少事故。

亚太市场在技术产出、竞争优势和相关性方面提供了丰厚的成长机会。此外，市场也见证了与产品开发相关的各个垂直领域的相关人员的大量投资流入。合规措施和政府法规对于发展永续市场至关重要。预计预测期内北美将占据最大的市场占有率。这是由于对物联网云端模型的需求不断增长以及VR领域的持续技术创新。此外，该地区企业越来越多地采用先进技术也推动了市场的成长。

虚拟感测器市场报告重点

  • 由于培训和咨询活动的增加，传授虚拟感测器的关键知识和好处，预计预测期内服务部门将以更高的复合年增长率成长。
  • 预计预测期内云端部署部分将以最高的复合年增长率成长。
  • 根据最终用途，由于技术进步为预测性维护和安全监控等应用中的虚拟感测器创造了新的机会，预计航太和国防部门将在预测期内以最快的复合年增长率增长。

目录

第一章调查方法与范围

第 2 章执行摘要

第 3 章虚拟感测器市场变数、趋势和范围

  • 市场体系展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 产业分析工具
    • PORTER 分析
    • PESTEL 分析

第 4 章虚拟感测器市场：按组件进行的估计和趋势分析

  • 虚拟感测器市场（按组件划分）：关键要点
  • 2024 年和 2030 年组件变化分析和市场占有率
  • 按组成部分，2018-2030 年
    • 解决方案
    • 服务

第 5 章虚拟感测器市场：按部署、估计和趋势分析

  • 虚拟感测器市场（按部署）的关键要点
  • 2024 年及 2030 年发展趋势分析及市场占有率
  • 按部署，2018-2030 年
    • 云
    • 本地

第 6 章虚拟感测器市场：最终用途、估计和趋势分析

  • 虚拟感测器市场按最终用途划分：关键要点
  • 2024 年和 2030 年最终用途变化分析和市场占有率
  • 按最终用途划分，2018-2030 年
    • 石油和天然气
    • 航太和国防
    • 汽车与运输
    • 医疗
    • 製造业及公共工程
    • 电子产品
    • 其他的

第 7 章虚拟感测器市场：区域、估计和趋势分析

  • 虚拟感测器市场：区域展望
  • 区域市场：关键要点
  • 按地区，2018-2030 年
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 阿拉伯聯合大公国
    • 沙乌地阿拉伯
    • 南非

第八章 竞争格局

  • 公司分类
  • 公司市场定位
  • 公司热图分析
  • 公司简介/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