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市場調查報告書
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1599317

虛擬感測器市場：按組件、配置和最終用戶分類 - 2025-2030 年全球預測

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個工作天內

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根據預測，2023年虛擬感測器市值為7.4571億美元，預計到2024年將達到9.5914億美元，複合年成長率為28.71%，到2030年將達到43.6484億美元。

虛擬感測器也稱為軟感測器，是一種基於軟體的系統，透過處理可測量的感測器資料和數學模型的組合來計算或預測物理感測器輸出。這些解決方案至關重要，因為它們可以提供經濟高效的即時洞察，而無需部署大型實體感測器網路。應用涵蓋汽車、航太、製造和能源等工業領域，以提高預測性維護和營運效率。最終用途範圍包括需要即時監控和預測分析以提高效能並減少停機時間的行業。

主要市場統計
基準年[2023] 74571萬美元
預測年份 [2024] 95914萬美元
預測年份 [2030] 4,364,840,000 美元
複合年成長率（%） 28.71%

主要成長動力包括物聯網和工業物聯網 (IIoT) 的採用增加、對經濟高效且可靠的感測器解決方案的需求以及可增強預測能力的機器學習和人工智慧技術的採用等。新興市場存在潛在機遇，特別是在快速都市化和技術進步推動下，智慧城市和聯網汽車的應用不斷成長。公司應該考慮投資於解決複雜資料分析和機器學習演算法的研發，以提高感測器的準確性並擴大其效用。

然而，資料隱私問題、網路安全風險、與現有系統整合的複雜性以及對準確歷史資料的依賴等限制對市場成長構成了挑戰。為了應對這些挑戰，企業必須專注於強大的資料保護措施和簡化的整合技術。

虛擬感測器市場正在展示創新之路，特別是在感測器融合技術的增強和可擴展的雲端基礎的平台的開發方面。探索可提高適應性並減少運算負擔的新軟體演算法有可能顯著成長您的業務。市場競爭激烈，技術創新迅速，鼓勵不斷創新與適應。公司應優先考慮客戶教育，以減少採用障礙，同時注重夥伴關係、協作和技術收購，以保持競爭力。平衡成本、準確性和整合簡易性是這個不斷發展的領域長期成功的關鍵。

市場動態：揭示快速發展的虛擬感測器市場的關鍵市場洞察

虛擬感測器市場正在因供需的動態交互作用而轉變。透過了解這些不斷變化的市場動態，公司可以準備好做出明智的投資決策、完善策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時也能幫助消費行為及其對製造業的影響。

  • 市場促進因素
    • 製造業需求增加
    • 汽車、交通和電子等行業擴大採用虛擬感測器
    • 在軍事和商業領域中更多地採用安全和監視目的
  • 市場限制因素
    • 物聯網和雲端平台的引進帶來資料安全風險
  • 市場機會
    • 物聯網和雲端平台的採用增加
    • 擴大預測性維護的採用
  • 市場挑戰
    • 虛擬感測器的技術限制

波特五力：駕馭虛擬感測器市場的策略工具

波特的五力框架是了解虛擬感測器市場競爭格局的關鍵工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解虛擬感測器市場的外部影響

外部宏觀環境因素在塑造虛擬感測器市場的績效動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並為他們做出積極主動的決策做好準備。

市場佔有率分析 了解虛擬感測器市場的競爭狀況

虛擬感測器市場的詳細市場佔有率分析可以對供應商績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV定位矩陣虛擬感測器市場廠商績效評估

FPNV 定位矩陣是評估虛擬感測器市場供應商的重要工具。此矩陣允許業務組織根據供應商的商務策略和產品滿意度評估供應商，從而做出符合其目標的明智決策。這四個象限使您能夠清晰、準確地分類供應商，並確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析和建議，以規劃虛擬感測器市場的成功之路

對於旨在加強其在全球市場的影響力的公司來說，對虛擬感測器市場的策略分析至關重要。透過審查關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機，並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：詳細檢視當前市場環境、主要企業的廣泛資料、評估其在市場中的影響力和整體影響力。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監管核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 製造業需求增加
      • 虛擬感測器在汽車、交通和電子等行業的採用不斷成長
      • 在軍事和商業領域中更多地採用安全和監視目的
    • 抑制因素
      • 物聯網和雲端平台實施帶來的資料安全風險
    • 機會
      • 物聯網和雲端平台的採用增加
      • 擴大預測性維護的引入
    • 任務
      • 虛擬感測器的技術限制
  • 市場區隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章虛擬感測器市場：按組件

  • 服務
  • 解決方案

第7章虛擬感測器市場：按部署

  • 在雲端
  • 本地

第 8 章虛擬感測器市場：按最終用戶分類

  • 航空/國防
  • 汽車/交通
  • 化學品
  • 電力/電子
  • 衛生保健
  • 製造業及公共工程
  • 石油和天然氣

第9章美洲虛擬感測器市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第10章亞太虛擬感測器市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第11章歐洲、中東和非洲虛擬感測器市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第12章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
  • 戰略分析和建議

公司名單

  • 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