虛擬感測器市場規模、佔有率、成長分析，按組件、按部署、按最終用途、按地區 - 行業預測，2025-2032 年

2023年虛擬感測器市場規模預計為6.6億美元，在預測期內（2025-2032年）年複合成長率為32.60%，從2024年的8.8億美元成長到2032年的8.4億美元。 1000萬美元。

由於物聯網雲端平台的採用不斷增加以及製造業的需求不斷增加，全球虛擬感測器市場預計將顯著成長。認知到虛擬或軟感測器的成本效益優勢，這些感測器利用基於物理感測器資料的數學模型來提供溫度和壓力等變數的預測能力。它們作為傳統感測器的經濟替代品，在通訊、技術、航空、汽車和媒體等行業越來越受歡迎，可最大限度地降低成本並提高營運效率。一個顯著的趨勢是推動虛擬感測解決方案的標準化並促進感測器網路之間的資料整合。然而，雲端部署中的資料安全問題可能會抑製成長，迫使供應商開發安全解決方案和基於訂閱的平台來保護敏感資訊。

目錄

介紹

• 研究目的
• 調查範圍
• 定義

調查方法

• 資訊採購
• 二手資料和主要資料方法
• 市場規模預測
• 市場假設與限制

執行摘要

• 全球市場展望
• 供需趨勢分析
• 按細分市場的機會分析

市場動態及展望

• 市場概況
• 市場規模
• 市場動態
  • 促進因素和機遇
  • 限制因素和挑戰
• 波特的分析

主要市場考察

• 關鍵成功因素
• 競爭程度
• 主要投資機會
• 市場生態系統
• 市場吸引力指數（2024年）
• PESTEL分析
• 總體經濟指標
• 價值鏈分析
• 價格分析

虛擬感測器市場規模：按組件分類

• 市場概況
• 解決方案
• 服務

虛擬感測器市場規模：按部署分類

• 市場概況
• 雲
• 本地

虛擬感測器市場規模：依最終用途分類

• 市場概況
• 航太和國防
• 汽車/交通
• 石油和天然氣
• 衛生保健
• 製造業和公共產業
• 電子產品
• 其他

虛擬感測器市場規模

• 北美洲
  • 美國
  • 加拿大
• 歐洲
  • 德國
  • 西班牙
  • 法國
  • 英國
  • 義大利
  • 其他歐洲國家地區
• 亞太地區
  • 中國
  • 印度
  • 日本
  • 韓國
  • 其他亞太地區
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地區
• 中東/非洲
  • 海灣合作理事會國家
  • 南非
  • 其他中東/非洲

競爭資訊

• 前5名企業對比
• 主要企業市場定位（2024年）
• 主要市場參與者所採取的策略
• 近期市場趨勢
• 公司市場佔有率分析（2024年）
• 主要企業簡介
  • 公司簡介
  • 產品系列分析
  • 按細分市場分類的佔有率分析
  • 收益與前一年同期比較（2022-2024）

主要企業簡介

• General Electric（US）
• Siemens AG（Germany）
• Honeywell（US）
• Emerson Electric Co.（US）
• Schneider Electric（France）
• ABB Ltd.（Switzerland）
• Rockwell Automation（US）
• Aspen Technology Inc.（US）
• OSIsoft LLC（US）
• PTC Inc.（US）
• Microsoft Corporation（US）
• IBM Corporation（US）
• Google LLC（US）
• Amazon Web Services（US）
• NVIDIA Corporation（US）
• Intel Corporation（US）
• Texas Instruments（US）
• Analog Devices（US）
• STMicroelectronics（Switzerland）
• Bosch Sensortec GmbH（Germany）

結論和建議

Virtual Sensors Market size was valued at USD 0.66 Billion in 2023 and is poised to grow from USD 0.88 Billion in 2024 to USD 8.41 Billion by 2032, growing at a CAGR of 32.60% during the forecast period (2025-2032).

The global virtual sensors market is poised for substantial growth, driven by the rising adoption of IoT cloud platforms and escalating demand from the manufacturing sector. Organizations are increasingly recognizing the cost-effective advantages of virtual sensors, or soft sensors, which utilize mathematical models based on physical sensor data to offer predictive capabilities across variables such as temperature and pressure. As a more affordable alternative to traditional sensors, these solutions are gaining traction in industries including telecommunications, technology, aviation, automotive, and media, enhancing operational efficiency while minimizing costs. A notable trend is the push towards standardization in virtual sensing solutions, facilitating better data integration across sensor networks. However, concerns regarding data security in cloud deployments may impede growth, prompting vendors to develop secure solutions and subscription-based platforms to protect sensitive information.

Top-down and bottom-up approaches were used to estimate and validate the size of the Virtual Sensors market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Virtual Sensors Market Segmental Analysis

Global Virtual Sensors Market is segmented by component, deployment, end use and region. Based on component, the market is segmented into solutions and services. Based on deployment, the market is segmented into cloud and on-premise. Based on end use, the market is segmented into aerospace & defense, automotive & transportation, oil & gas, healthcare, manufacturing & utilities, electronics and others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Virtual Sensors Market

The growth of the global virtual sensors market is significantly driven by the rising demand for economical solutions and enhanced operational efficiency. These virtual sensors serve as a viable substitute for traditional physical sensors, enabling organizations to reduce operational costs while simultaneously boosting effectiveness. By employing mathematical models that analyze data from several physical sensor outputs, virtual sensors deliver accurate predictions across diverse parameters. The blend of affordability and operational prowess offered by virtual sensors is fueling their widespread adoption across various industries, thereby positioning them as a crucial catalyst for market expansion.

Restraints in the Virtual Sensors Market

A significant barrier to the growth of the virtual sensors market is the widespread apprehension surrounding data security and privacy. The integration of virtual sensors into cloud-based sensor networks raises concerns about the safety of sensitive information, creating hesitance among organizations to fully adopt these technologies. The fear of potential data breaches and unauthorized access poses a substantial challenge for stakeholders in this market. However, to mitigate these issues, vendors are actively working on innovative secure cloud solutions and subscription-based private cloud platforms aimed at bolstering data security and preserving privacy in the implementation of virtual sensors.

Market Trends of the Virtual Sensors Market

The global virtual sensors market is witnessing a significant trend towards standardization, which is crucial for the maturation of virtual sensing technologies. By creating standardized models for sensor deployment and data characterization, this trend fosters interoperability among various sensor networks, enabling seamless data transfer and integration across multiple platforms. Standardization efforts streamline the integration process for virtual sensors, enhancing compatibility across devices and systems while improving the overall efficiency of sensing solutions. As industries increasingly adopt these standardized frameworks, the widespread applicability and effectiveness of virtual sensors are elevated, propelling market growth and driving innovation across diverse applications.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Drivers & Opportunities
  • Restraints & Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2024
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis

Global Virtual Sensors Market Size by Component & CAGR (2025-2032)

• Market Overview
• Solutions
• Services

Global Virtual Sensors Market Size by Deployment & CAGR (2025-2032)

• Market Overview
• Cloud
• On-Premise

Global Virtual Sensors Market Size by End Use & CAGR (2025-2032)

• Market Overview
• Aerospace & Defense
• Automotive & Transportation
• Oil & Gas
• Healthcare
• Manufacturing & Utilities
• Electronics
• Others

Global Virtual Sensors Market Size & CAGR (2025-2032)

• North America (Component, Deployment, End Use)
  • US
  • Canada
• Europe (Component, Deployment, End Use)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Component, Deployment, End Use)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Component, Deployment, End Use)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Component, Deployment, End Use)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2024
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2024
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2022-2024)

Key Company Profiles

• General Electric (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Siemens AG (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Honeywell (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Emerson Electric Co. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Schneider Electric (France)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• ABB Ltd. (Switzerland)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Rockwell Automation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Aspen Technology Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• OSIsoft LLC (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• PTC Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Google LLC (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Amazon Web Services (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• NVIDIA Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Texas Instruments (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Analog Devices (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• STMicroelectronics (Switzerland)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Bosch Sensortec GmbH (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations