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市场调查报告书
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1599317

虚拟感测器市场：按组件、配置和最终用户划分 - 2025-2030 年全球预测

Virtual Sensors Market by Component (Services, Solution), Deployment (On-Cloud, On-Premise), End-User - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 192 Pages | 商品交期: 最快1-2个工作天内

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根据预测，2023年虚拟感测器市值为7.4571亿美元，预计到2024年将达到9.5914亿美元，复合年增长率为28.71%，到2030年将达到43.6484亿美元。

虚拟感测器也称为软感测器，是一种基于软体的系统，透过处理可测量的感测器资料和数学模型的组合来计算或预测物理感测器输出。这些解决方案至关重要，因为它们可以提供经济高效的即时洞察，而无需部署大型实体感测器网路。应用涵盖汽车、航太、製造和能源等工业领域，以提高预测性维护和营运效率。最终用途范围包括需要即时监控和预测分析以提高效能并减少停机时间的行业。

主要市场统计
基准年[2023] 74571万美元
预测年份 [2024] 95914万美元
预测年份 [2030] 4,364,840,000 美元
复合年增长率（%） 28.71%

主要成长动力包括物联网和工业物联网 (IIoT) 的采用增加、对经济高效且可靠的感测器解决方案的需求以及可增强预测能力的机器学习和人工智慧技术的采用等。新兴市场存在潜在机会，特别是在快速都市化和技术进步推动下，智慧城市和联网汽车的应用不断增长。公司应该考虑投资于解决复杂资料分析和机器学习演算法的研发，以提高感测器的准确性并扩大其效用。

然而，资料隐私问题、网路安全风险、与现有系统整合的复杂性以及对准确历史资料的依赖等限制对市场成长构成了挑战。为了应对这些挑战，企业必须专注于强大的资料保护措施和简化的整合技术。

虚拟感测器市场正在展示创新之路，特别是在感测器融合技术的增强和可扩展的云端基础的平台的开发方面。探索可提高适应性并减少运算负担的新软体演算法有可能显着成长您的业务。市场竞争激烈，技术创新迅速，鼓励不断创新与适应。公司应优先考虑客户教育，以减少采用障碍，同时注重伙伴关係、协作和技术收购，以保持竞争力。平衡成本、准确性和整合简易性是这个不断发展的领域长期成功的关键。

市场动态：揭示快速发展的虚拟感测器市场的关键市场洞察

虚拟感测器市场正在因供需的动态交互作用而转变。透过了解这些不断变化的市场动态，公司可以准备好做出明智的投资决策、完善策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时也能帮助消费行为及其对製造业的影响。

  • 市场驱动因素
    • 製造业需求增加
    • 汽车、交通和电子等行业越来越多地采用虚拟感测器
    • 在军事和商业领域中更多地采用安全和监视目的
  • 市场限制因素
    • 物联网和云端平台的引进带来资料安全风险
  • 市场机会
    • 物联网和云端平台的采用增加
    • 扩大预测性维护的采用
  • 市场挑战
    • 虚拟感测器的技术限制

波特五力：驾驭虚拟感测器市场的策略工具

波特的五力框架是了解虚拟感测器市场竞争格局的关键工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解虚拟感测器市场的外部影响

外部宏观环境因素在塑造虚拟感测器市场的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并为他们做出积极主动的决策做好准备。

市场占有率分析 了解虚拟感测器市场的竞争状况

虚拟感测器市场的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV定位矩阵虚拟感测器市场厂商绩效评估

FPNV 定位矩阵是评估虚拟感测器市场供应商的重要工具。此矩阵允许业务组织根据供应商的商务策略和产品满意度评估供应商，从而做出符合其目标的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和建议，以规划虚拟感测器市场的成功之路

对于旨在加强其在全球市场的影响力的公司来说，对虚拟感测器市场的策略分析至关重要。透过审查关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机，并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：详细检视当前市场环境、主要企业的广泛资料、评估其在市场中的影响力和整体影响力。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监管核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 製造业需求增加
      • 虚拟感测器在汽车、交通和电子等行业的采用不断增长
      • 在军事和商业领域中更多地采用安全和监视目的
    • 抑制因素
      • 物联网和云端平台实施带来的资料安全风险
    • 机会
      • 物联网和云端平台的采用增加
      • 扩大预测性维护的引入
    • 任务
      • 虚拟感测器的技术限制
  • 市场区隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章虚拟感测器市场：按组件

  • 服务
  • 解决方案

第七章虚拟感测器市场：按部署

  • 在云端
  • 本地

第 8 章虚拟感测器市场：按最终用户划分

  • 航空/国防
  • 汽车/交通
  • 化学品
  • 电力/电子
  • 卫生保健
  • 製造业及公共工程
  • 石油和天然气

第9章美洲虚拟感测器市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第10章亚太虚拟感测器市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十一章欧洲、中东和非洲虚拟感测器市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十二章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
  • 战略分析和建议

公司名单

  • Aspen Technology, Inc.
  • AVEVA Group PLC
  • BioComp Systems, Inc.
  • Cisco Systems, Inc.
  • Elliptic Laboratories ASA
  • General Electric Company
  • Honeywell International Inc.
  • Korber AG
  • LMI Technologies, Inc.
  • Modelway Srl
  • Rockwell Automation, Inc.
  • Schneider Electric SE
  • Siemens AG
  • SmartUQ LLC
  • Tactile Mobility Ltd.
Product Code: MRR-43339CF46F73

The Virtual Sensors Market was valued at USD 745.71 million in 2023, expected to reach USD 959.14 million in 2024, and is projected to grow at a CAGR of 28.71%, to USD 4,364.84 million by 2030.

Virtual sensors, also known as soft sensors, are software-based systems that compute or predict physical sensor output by processing a combination of measurable sensor data and mathematical models. These solutions are crucial because they offer cost-effective, real-time insights without the need for deploying extensive physical sensor networks. Their applications span across industries such as automotive, aerospace, manufacturing, and energy where they enhance predictive maintenance and operational efficiency. The end-use scope involves sectors needing real-time monitoring and predictive analytics to drive performance improvements and reduce downtime.

KEY MARKET STATISTICS
Base Year [2023] USD 745.71 million
Estimated Year [2024] USD 959.14 million
Forecast Year [2030] USD 4,364.84 million
CAGR (%) 28.71%

Key growth drivers include the increasing adoption of IoT and IIoT (Industrial Internet of Things), the demand for cost-effective and reliable sensor solutions, and advancements in machine learning and AI technologies that enable enhanced predictive capabilities. Potential opportunities exist in expanding applications in emerging markets, particularly in smart cities and connected vehicles, driven by rapid urbanization and technological advancements. Companies should consider investing in research and development to tackle complex data analytics and machine learning algorithms to enhance sensor accuracy and broaden their utility.

However, limitations such as data privacy concerns, cybersecurity risks, the complexity of integrating with existing systems, and reliance on accurate historical data pose challenges to market growth. Addressing these, firms need to emphasize robust data protection measures and simplified integration techniques.

The virtual sensors market presents avenues for innovation, especially in enhancing sensor fusion technologies and developing scalable cloud-based platforms. Exploring new software algorithms that increase adaptability and decrease the computational load can offer significant business growth. The market is characterized by high competition and rapid technological change, encouraging continuous innovation and adaptation. Companies should focus on partnerships, collaborations, and technology acquisitions to stay competitive, while also prioritizing customer education to ease adoption barriers. Balancing cost, accuracy, and integration ease is key for long-term success in this evolving field.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Virtual Sensors Market

The Virtual Sensors Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Increasing demand in the manufacturing industry
    • Growing virtual sensors implementation in industries such as automotive, transportation and electronics
    • Rising adoption for security and surveillance purposes in military and commercial sector
  • Market Restraints
    • Risk associated with data security due to implementation of IoT and cloud platforms
  • Market Opportunities
    • Rising adoption of IoT and cloud platform
    • Growing adoption of predictive maintenance
  • Market Challenges
    • Technical limitations of virtual sensors

Porter's Five Forces: A Strategic Tool for Navigating the Virtual Sensors Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Virtual Sensors Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Virtual Sensors Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Virtual Sensors Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Virtual Sensors Market

A detailed market share analysis in the Virtual Sensors Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Virtual Sensors Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Virtual Sensors Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Virtual Sensors Market

A strategic analysis of the Virtual Sensors Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Virtual Sensors Market, highlighting leading vendors and their innovative profiles. These include Aspen Technology, Inc., AVEVA Group PLC, BioComp Systems, Inc., Cisco Systems, Inc., Elliptic Laboratories ASA, General Electric Company, Honeywell International Inc., Korber AG, LMI Technologies, Inc., Modelway S.r.l., Rockwell Automation, Inc., Schneider Electric SE, Siemens AG, SmartUQ LLC, and Tactile Mobility Ltd..

Market Segmentation & Coverage

This research report categorizes the Virtual Sensors Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Component, market is studied across Services and Solution.
  • Based on Deployment, market is studied across On-Cloud and On-Premise.
  • Based on End-User, market is studied across Aeronautics & Defense, Automotive & Transportation, Chemical, Electrical & Electronics, Healthcare, Manufacturing & Utilities, and Oil & Gas.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing demand in the manufacturing industry
      • 5.1.1.2. Growing virtual sensors implementation in industries such as automotive, transportation and electronics
      • 5.1.1.3. Rising adoption for security and surveillance purposes in military and commercial sector
    • 5.1.2. Restraints
      • 5.1.2.1. Risk associated with data security due to implementation of IoT and cloud platforms
    • 5.1.3. Opportunities
      • 5.1.3.1. Rising adoption of IoT and cloud platform
      • 5.1.3.2. Growing adoption of predictive maintenance
    • 5.1.4. Challenges
      • 5.1.4.1. Technical limitations of virtual sensors
  • 5.2. Market Segmentation Analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Virtual Sensors Market, by Component

  • 6.1. Introduction
  • 6.2. Services
  • 6.3. Solution

7. Virtual Sensors Market, by Deployment

  • 7.1. Introduction
  • 7.2. On-Cloud
  • 7.3. On-Premise

8. Virtual Sensors Market, by End-User

  • 8.1. Introduction
  • 8.2. Aeronautics & Defense
  • 8.3. Automotive & Transportation
  • 8.4. Chemical
  • 8.5. Electrical & Electronics
  • 8.6. Healthcare
  • 8.7. Manufacturing & Utilities
  • 8.8. Oil & Gas

9. Americas Virtual Sensors Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Virtual Sensors Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa Virtual Sensors Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. Market Share Analysis, 2023
  • 12.2. FPNV Positioning Matrix, 2023
  • 12.3. Competitive Scenario Analysis
  • 12.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Aspen Technology, Inc.
  • 2. AVEVA Group PLC
  • 3. BioComp Systems, Inc.
  • 4. Cisco Systems, Inc.
  • 5. Elliptic Laboratories ASA
  • 6. General Electric Company
  • 7. Honeywell International Inc.
  • 8. Korber AG
  • 9. LMI Technologies, Inc.
  • 10. Modelway S.r.l.
  • 11. Rockwell Automation, Inc.
  • 12. Schneider Electric SE
  • 13. Siemens AG
  • 14. SmartUQ LLC
  • 15. Tactile Mobility Ltd.

LIST OF FIGURES

  • FIGURE 1. VIRTUAL SENSORS MARKET RESEARCH PROCESS
  • FIGURE 2. VIRTUAL SENSORS MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL VIRTUAL SENSORS MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 13. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 15. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. VIRTUAL SENSORS MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 21. VIRTUAL SENSORS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. VIRTUAL SENSORS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL VIRTUAL SENSORS MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. VIRTUAL SENSORS MARKET DYNAMICS
  • TABLE 7. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY SOLUTION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY AERONAUTICS & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY AUTOMOTIVE & TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY CHEMICAL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY ELECTRICAL & ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY MANUFACTURING & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY OIL & GAS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 22. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 23. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 24. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 25. ARGENTINA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 26. ARGENTINA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 27. ARGENTINA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 28. BRAZIL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 29. BRAZIL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 30. BRAZIL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 31. CANADA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 32. CANADA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 33. CANADA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 34. MEXICO VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 35. MEXICO VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 36. MEXICO VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 37. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 38. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 39. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 40. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 41. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 42. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 43. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 44. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 45. AUSTRALIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 46. AUSTRALIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 47. AUSTRALIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 48. CHINA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 49. CHINA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 50. CHINA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 51. INDIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 52. INDIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 53. INDIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 54. INDONESIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 55. INDONESIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 56. INDONESIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 57. JAPAN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 58. JAPAN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 59. JAPAN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 60. MALAYSIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 61. MALAYSIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 62. MALAYSIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 63. PHILIPPINES VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 64. PHILIPPINES VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 65. PHILIPPINES VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 66. SINGAPORE VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 67. SINGAPORE VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 68. SINGAPORE VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 69. SOUTH KOREA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 70. SOUTH KOREA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 71. SOUTH KOREA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 72. TAIWAN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 73. TAIWAN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 74. TAIWAN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 75. THAILAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 76. THAILAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 77. THAILAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 78. VIETNAM VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 79. VIETNAM VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 80. VIETNAM VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 81. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 82. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 83. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 84. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 85. DENMARK VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 86. DENMARK VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 87. DENMARK VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 88. EGYPT VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 89. EGYPT VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 90. EGYPT VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 91. FINLAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 92. FINLAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 93. FINLAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 94. FRANCE VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 95. FRANCE VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 96. FRANCE VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 97. GERMANY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 98. GERMANY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 99. GERMANY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 100. ISRAEL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 101. ISRAEL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 102. ISRAEL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 103. ITALY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 104. ITALY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 105. ITALY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 106. NETHERLANDS VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 107. NETHERLANDS VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 108. NETHERLANDS VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 109. NIGERIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 110. NIGERIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 111. NIGERIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 112. NORWAY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 113. NORWAY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 114. NORWAY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 115. POLAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 116. POLAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 117. POLAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 118. QATAR VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 119. QATAR VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 120. QATAR VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 121. RUSSIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 122. RUSSIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 123. RUSSIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 124. SAUDI ARABIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 125. SAUDI ARABIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 126. SAUDI ARABIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 127. SOUTH AFRICA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 128. SOUTH AFRICA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 129. SOUTH AFRICA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 130. SPAIN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 131. SPAIN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 132. SPAIN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 133. SWEDEN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 134. SWEDEN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 135. SWEDEN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 136. SWITZERLAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 137. SWITZERLAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 138. SWITZERLAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 139. TURKEY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 140. TURKEY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 141. TURKEY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 142. UNITED ARAB EMIRATES VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 143. UNITED ARAB EMIRATES VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 144. UNITED ARAB EMIRATES VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 145. UNITED KINGDOM VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
  • TABLE 146. UNITED KINGDOM VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 147. UNITED KINGDOM VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 148. VIRTUAL SENSORS MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 149. VIRTUAL SENSORS MARKET, FPNV POSITIONING MATRIX, 2023