虚拟感测器市场规模、份额、成长分析，按组件、按部署、按最终用途、按地区 - 行业预测，2025-2032 年

2023年虚拟感测器市场规模预计为6.6亿美元，在预测期内（2025-2032年）复合年增长率为32.60%，从2024年的8.8亿美元增长到2032年的8.4亿美元。 1000万美元。

由于物联网云端平台的采用不断增加以及製造业的需求不断增加，全球虚拟感测器市场预计将显着成长。认识到虚拟或软感测器的成本效益优势，这些感测器利用基于物理感测器资料的数学模型来提供温度和压力等变数的预测能力。它们作为传统感测器的经济替代品，在通讯、技术、航空、汽车和媒体等行业越来越受欢迎，可最大限度地降低成本并提高营运效率。一个显着的趋势是推动虚拟感测解决方案的标准化并促进感测器网路之间的资料整合。然而，云端部署中的资料安全问题可能会抑製成长，迫使供应商开发安全解决方案和基于订阅的平台来保护敏感资讯。

目录

介绍

• 研究目的
• 调查范围
• 定义

调查方法

• 资讯采购
• 二手资料和主要资料方法
• 市场规模预测
• 市场假设与限制

执行摘要

• 全球市场展望
• 供需趋势分析
• 按细分市场的机会分析

市场动态及展望

• 市场概况
• 市场规模
• 市场动态
  • 驱动因素和机会
  • 限制因素和挑战
• 波特的分析

主要市场考察

• 关键成功因素
• 竞争程度
• 主要投资机会
• 市场生态系统
• 市场吸引力指数（2024年）
• PESTEL分析
• 总体经济指标
• 价值链分析
• 价格分析

虚拟感测器市场规模：按组件分类

• 市场概况
• 解决方案
• 服务

虚拟感测器市场规模：按部署划分

• 市场概况
• 云
• 本地

虚拟感测器市场规模：依最终用途分类

• 市场概况
• 航太和国防
• 汽车/交通
• 石油和天然气
• 卫生保健
• 製造业和公共产业
• 电子产品
• 其他的

虚拟感测器市场规模

• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 德国
  • 西班牙
  • 法国
  • 英国
  • 义大利
  • 其他欧洲国家地区
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 韩国
  • 其他亚太地区
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地区
• 中东/非洲
  • 海湾合作委员会国家
  • 南非
  • 其他中东/非洲

竞争资讯

• 前5名企业对比
• 主要企业市场定位（2024年）
• 主要市场参与者所采取的策略
• 近期市场趋势
• 公司市场占有率分析（2024年）
• 主要企业简介
  • 公司简介
  • 产品系列分析
  • 按细分市场分類的份额分析
  • 收益与前一年同期比较（2022-2024）

主要企业简介

• 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）

结论和建议

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