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市场调查报告书
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1687882

虚拟感测器：市场占有率分析、行业趋势和统计数据、成长预测（2025-2030 年）

Virtual Sensors - Market Share Analysis, Industry Trends & Statistics, Growth Forecasts (2025 - 2030)
出版日期: | 出版商: Mordor Intelligence | 英文 169 Pages | 商品交期: 2-3个工作天内

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简介目录

虚拟感测器市场规模预计在 2025 年为 13.7 亿美元，预计到 2030 年将达到 53.5 亿美元，预测期内（2025-2030 年）的复合年增长率为 31.38%。

虚拟感测器市场-IMG1

虚拟感测器市场具有大幅成长的潜力，并将成为未来许多涉及实体感测器的应用的关键组成部分。这些感测器的普及率不断提高，主要是因为它们为各个行业带来了好处。

关键亮点

  • 虚拟感测器，也称为软感测器，是一种基于软体的解决方案，利用实体感测器的多个输出读数的数学模型开发。透过引入这些虚拟感测器可以克服实体感测器的限制。单一虚拟感测器可以预测各种参数，包括速度、温度、位置和压力。
  • 由此产生的成本效益可实现物联网、云端、安全、分析、流程工业、石油和天然气、运输、汽车、家用电子电器、医疗以及国防和航太等产业的应用。感测器和控制行业的进步正在推动虚拟感测器市场的成长。
  • 领先的製造商正在采用云端基础的虚拟感测解决方案作为其标准平台。在云端平台上实施虚拟感测器有几个优点，包括加强用户和感测器云端伺服器之间的资料连接。
  • 此外，这些解决方案还促进了高效的交通监控、准确的天气预报、改进的军事行动和增强的医疗服务。云端平台还使最终用户能够降低整体拥有成本并扩展资料储存能力，从而促进虚拟感测器市场的成长。
  • 製造业对具有成本效益的解决方案和提高业务效率的需求日益增长，这推动了该行业采用最尖端科技。为了保持竞争力并降低生产成本，各种规模的製造公司都不断致力于发现和应用新策略。透过优化成本结构，您可以避免将很大一部分市场输给盈利更高的竞争对手，或者更糟的是，被淘汰。企业总是在寻找创造性的方法来削减成本而不牺牲生产力或效率。
  • 此外，数位转型的兴起正在推动各组织对云端运算的需求激增。与内部部署相比，云端运算提供了广泛的优势，从而刺激了云端服务的采用。越来越多的小型企业和新兴企业从一开始就以云端为基础开展业务，这影响了对云端运算技能的需求。

虚拟感测器市场趋势

运输和汽车行业作为最终用户正在快速成长

  • 预计数位双胞胎技术在交通运输行业中的日益广泛应用将推动对虚拟感测器的需求。数位双胞胎已成为交通运输领域的最新技术现象。供应链中数位数位双胞胎的引入正在提高本地和全球范围内供应链网路的效率。透过利用资料，卡车运输公司可以对其营运做出准确的预测。这项创新技术也为增强企业策略提供了宝贵的见解。
  • 虚拟感测器由于其多功能性对汽车行业变得越来越重要。预计在预测期内，产业中虚拟感测器的采用将越来越受到关注。在感测器价格不断上涨的背景下，虚拟感测器的采用正变得越来越普遍。
  • 虚拟感测器涉及用嵌入在车辆电控系统中的软体取代实体感测器。其目的是无需物理部件即可获取所需的资讯。许多车辆零件，包括轮胎、引擎和驾驶室，都采用了这些虚拟感测器。虚拟感测广泛应用于汽车应用，例如乘客热舒适度、轮胎压力监测系统、动力传动系统应用和弹簧质量状态估计。
  • 汽车产业严重依赖感测技术来实现安全、娱乐、交通管理、导航和引导等各种功能。随着我们迈向自动驾驶汽车，感测设备的使用预计会扩大。虽然车辆中的实体感测器成本高成本且不可靠，但虚拟感测器正在成为汽车製造商的一种经济高效的解决方案。这些虚拟感测器作为实体感测器的辅助安全措施，将在增强驾驶辅助系统 (ADAS) 和最终实现自动驾驶功能方面发挥关键作用。
  • 汽车产业对 ADAS 功能的需求不断增长预计将推动该领域的成长。全球多个政府正在实施各种政策，鼓励采用 ADAS 技术来确保车辆安全。此外，自动驾驶汽车的日益增长的趋势也有助于扩大市场。例如，英特尔预测到 2030 年全球汽车销售将超过 1.014 亿辆，而同年自动驾驶汽车将占汽车註册量的 12% 左右。
  • 此外，人工智慧（AI）已成为包括汽车领域在内的各个行业不可或缺的一部分。该领域的一项关键技术创新是 ADAS（高级驾驶辅助系统）的创建，旨在提高车辆安全性并在各种驾驶情况下为驾驶员提供协助。 ADAS 技术具有减少事故和促进道路安全的潜力，因此在德国、中国和印度等国家得到了越来越广泛的应用。 ASAD 技术的这些驱动因素可能会在市场上创造重大机会。

亚太地区预计将经历强劲成长

  • 虚拟感测器是促进智慧型设备运作和自动化的关键。虚拟感测器透过增强连接设备和物联网系统的能力和功能，对于推动物联网 (IoT) 的需求至关重要。
  • 中国在人工智慧（AI）和物联网（IoT）领域的持续技术进步和投资正在推动所研究市场的需求。 「中国製造2025」等政府措施致力于发展物联网（IoT）等高科技产业。政府的支持正在加速物联网的研究和创新，并促使其在经济的多个领域中得到应用。
  • 组织可以在其云端基础架构上部署虚拟感测器，而无需专用硬体或实体安装，从而减少部署时间和营运成本。由于从内部部署系统持续到云端基础以及对特定于云端的系统的需求增加，日本的云端运算采用正在经历显着增长。例如，亚马逊网路服务公司于2024年1月宣布，计划在2027年在其位于东京和大阪的现有云端基础设施上投资2.26兆日圆（152.4亿美元），以满足日本客户对云端服务日益增长的需求。根据 AWS 对日本的经济影响研究 (EIS)，这项投资预计将为日本的 GDP 增加 5.57 兆日圆（376 亿美元）。
  • 汽车产业在各种安全相关任务、交通管理、导航和引导方面严重依赖感测技术。虚拟感测器为实体感测器提供了额外的保护层，并将在 ADAS（高级驾驶辅助系统）和最终自动驾驶汽车的发展中发挥关键作用。
  • 印度汽车产业在经济成长和技术进步中发挥关键作用，一直是经济表现的可靠指标。 ADAS（高级驾驶辅助系统）透过防止或减少潜在事故的影响来提高车辆安全性，在印度汽车市场中的重要性日益凸显。当今市场对 ADAS 等先进安全功能的需求至关重要。例如，随着 Mahindra & Mahindra Ltd. 扩大其在印度汽车行业的影响力，Mobileye Global Inc. 将于 2024 年 1 月为该公司的下一代汽车提供先进的驾驶辅助技术。
  • 虚拟感测器将透过增强导航能力、飞机健康监测和自主系统来推动航太和国防领域的需求。此外，航太和国防领域对智慧工厂的投资透过实现品管、预测性维护和供应链集成，推动了对虚拟感测器的需求。例如，2024年2月，通用电气航空航太公司宣布将投资1,500万新加坡元（1,100万美元），将其位于新加坡的飞机发动机维修厂升级为创新型智慧工厂。

虚拟感测器市场概览

虚拟感测器产业既有大型国际公司，也有中小型企业，市场高度细分。该领域的主要企业包括施耐德电气 SE、Elliptic Labs ASA、Modelway SRL、思科系统公司和通用电气公司。这些公司正在采取建立伙伴关係和收购等策略来扩大其产品范围并在市场上获得竞争优势。

  • 2024 年 3 月 - Elliptic Labs 宣布现已部署在超过 5 亿台装置中，并在 Vivo 智慧型手机 V30 上搭载其 AIAVirtual 接近感测器 INNER BEAUTY。
  • 2024 年 1 月 - IntelliDynamics 宣布，一家东欧天然气生产商已为其 Intellect System 续签了支援和维护。 IntelliDynamics 提供虚拟称重和水合物抑制剂估算。该系统即时传达正在生产的气体、冷凝油和水的数量，并计算在生产线和中央处理的多个点注入多少甲醇/乙醇水合物抑製剂，以防止系统结冰。

其他福利

  • Excel 格式的市场预测 (ME) 表
  • 3个月的分析师支持

目录

第一章 引言

  • 研究假设和市场定义
  • 研究范围

第二章调查方法

第三章执行摘要

  • 市场概览
    • 产业吸引力-波特五力分析
      • 供应商的议价能力
      • 买家的议价能力
      • 新进入者的威胁
      • 替代品的威胁
      • 竞争程度
    • 产业价值链分析
    • 关键绩效指标
    • 虚拟感测器使用案例分析
    • 官方解决方案与客製化解决方案
    • 定价分析

第四章 市场动态

  • 市场驱动因素
    • 物联网和云端平台的日益普及预计将推动市场
    • 製造业对成本效益和业务效率的需求日益增加
  • 市场问题
    • 缺乏熟练劳动力和技术知识
    • 资料安全和隐私问题

第五章市场区隔

  • 依实施类型
    • 云
    • 本地
  • 按最终用户产业
    • 石油和天然气
    • 製造业
    • 交通运输和汽车
    • 金属与矿业
    • 航太与国防
    • 电子和消费技术
    • 其他的
  • 按地区
    • 北美洲
      • 美国
      • 加拿大
    • 欧洲
      • 英国
      • 德国
      • 法国
      • 义大利
    • 亚洲
      • 中国
      • 日本
      • 印度
    • 澳洲和纽西兰
    • 拉丁美洲
    • 中东和非洲

第六章 竞争格局

  • Global Rankings Analysis
  • 公司简介
    • Schneider Electric SE
    • Elliptic Labs ASA
    • Modelway SRL
    • Cisco Systems Inc.
    • General Electric Company
    • Siemens AG
    • Korber AG
    • Intelli Dynamics（Biocomp Systems, Inc.）
    • Andata Ltd

第七章 市场进入 (GTM) 策略

  • 市场区隔与目标受众
  • 价值提案
  • 分销通路策略
  • 竞争格局
  • 因应市场挑战
  • 结论和建议

第八章 市场展望

简介目录
Product Code: 66644

The Virtual Sensors Market size is estimated at USD 1.37 billion in 2025, and is expected to reach USD 5.35 billion by 2030, at a CAGR of 31.38% during the forecast period (2025-2030).

Virtual Sensors - Market - IMG1

The virtual sensors market has the potential to expand significantly and become a key component in numerous future applications related to physical sensors. The growing adoption of these sensors is primarily driven by the benefits they offer to various industries.

Key Highlights

  • Virtual sensors, also known as soft sensors, are software-based solutions developed using a mathematical model of multiple output readings from physical sensors. The limitations of physical sensors can be overcome by deploying these virtual sensors. A single virtual sensor can predict various parameters such as speed, temperature, position, and pressure.
  • As a result, they offer cost benefits and find applications in industries such as IoT, Cloud, security, analytics, process industry, oil & Gas, transportation, automotive, consumer electronics, healthcare, and defense & aerospace. Advancements in the sensor and control industry will drive the growth of the virtual sensor market.
  • Leading manufacturers are adopting a cloud-based virtual sensing solution as a standard platform. Implementing virtual sensors on a cloud platform offers several benefits, such as enhancing data connectivity between users and the sensor-cloud server.
  • Moreover, these solutions facilitate efficient transportation monitoring, accurate weather forecasting, improved military activities, and enhanced healthcare services. The cloud platform also enables end-users to reduce overall ownership costs and expand data storage capabilities, consequently contributing to the growth of the virtual sensor market.
  • The increasing demand for cost-efficient solutions and improved operational efficiency in the manufacturing sector fuels the adoption of cutting-edge technologies in the industry. To keep their competitive edge and reduce production costs, manufacturing companies of all sizes constantly focus on discovering and applying new tactics. If they optimize their cost structures, they can avoid losing a sizable portion of the market to competitors who can operate more profitably or, worse still, become obsolete. Businesses constantly seek creative ways to cut expenses without sacrificing productivity or efficiency.
  • Furthermore, due to increased digital transformation, cloud computing demand has skyrocketed across organizations. The cloud offers extensive benefits over the on-premise deployment, which fuels the adoption of cloud services. The prevalence of new small-scale companies and startups based on the cloud from their inception influences the demand for cloud computing skills.

Virtual Sensors Market Trends

Transportation and Automotive Industry to be the Fastest Growing End User

  • The increasing usage of digital twin technology in the transportation industry is expected to drive the demand for virtual sensors. Digital twins have emerged as the most recent technological phenomenon in the transportation sector. The implementation of digital twins in supply chains is enhancing the efficiency of supply chain networks on both local and global scales. By utilizing the data, transportation companies can accurately predict their operations. Significantly, this innovative technology also generates valuable insights to enhance corporate strategies.
  • Virtual sensors are increasingly becoming crucial for the automotive industry due to their wide variety of applications. The growing adoption of virtual sensors in the industry will enable the market to gain traction over the forecast period. Amidst this costly sensory inflation, adopting virtual sensors has become prevalent.
  • Virtual sensors entail replacing a physical sensor with software embedded in the vehicle's electronic control unit. The objective is to acquire essential information without needing a physical component. Numerous vehicle parts, including tires, engines, and cabins, are embedded with these virtual sensors. Virtual sensing is widely employed in automotive applications, such as passenger thermal comfort, tire pressure monitoring systems, powertrain applications, estimation of sprung mass state, and others.
  • The automotive sector depends significantly on sensing technology for various functions such as safety, entertainment, traffic management, navigation, and guidance. With the advancement towards autonomous vehicles, sensing device usage is expected to grow. Despite the high cost and occasional unreliability of physical sensors in vehicles, virtual sensors are emerging as a cost-effective solution for car makers. These virtual sensors serve as a secondary safety measure to physical sensors and play a crucial role in enhancing driver assistance systems (ADAS) and ultimately achieving autonomous driving capabilities.
  • The growing demand for ADAS features in the automotive industry is expected to drive the segment's growth. Several governments worldwide are implementing various measures to boost the adoption of ADAS technology to ensure vehicle safety. Furthermore, the increasing trend of autonomous or self-driving vehicles also plays a role in expanding the market. As an illustration, Intel predicts worldwide car sales will exceed 101.4 million units by 2030, with autonomous vehicles projected to make up approximately 12% of car registrations by the same year.
  • Furthermore, Artificial Intelligence (AI) has become vital in various industries, including the automotive sector. A significant innovation in this field is the creation of advanced driver assistance systems (ADAS), which are designed to enhance vehicle safety and assist drivers in different driving situations. The adoption of ADAS technology is increasing in countries such as Germany, China, and India, as it has the potential to reduce accidents and promote road safety. Such factors in boosting ASAD technology may present significant opportunities for the market.

Asia Pacific Expected to Witness Significant Growth

  • Virtual sensors are significant in facilitating the operation of smart devices and automation. Virtual sensors are crucial in driving demand for IoT (Internet of Things) by enhancing the capabilities and functionalities of connected devices and IoT systems.
  • China's continuous technological progress and investments in Artificial Intelligence (AI) and IoT (Internet of Things) fuel the demand for the market studied. Government Initiatives like the "Made in China 2025" plan have placed a strong emphasis on advancing high-tech industries, such as IoT ((Internet of Things). This support from the government has accelerated the research and innovation in IoT, leading to its adoption in multiple sectors of the economy.
  • Organizations can deploy virtual sensors on cloud infrastructure without needing dedicated hardware or physical installations, reducing the deployment time and operational costs. Cloud adoption in Japan is experiencing significant growth due to the continuous transition from on-premise to cloud-based systems and increasing demand for cloud-focused systems. For instance, in January 2024, Amazon Web Services announced its plans to invest JPY 2.26 trillion (USD 15.24 Billion) into its current cloud infrastructure in Tokyo and Osaka by 2027 to address the increasing customer demand for cloud services in Japan. According to the AWS Economic Impact Study (EIS) for Japan, this investment is projected to add JPY 5.57 trillion (USD 37.6 Billion) to Japan's GDP.
  • The automotive sector depends hugely on sensing technology for various safety-related tasks, traffic management, navigation, and guidance. Virtual sensors offer an additional layer of protection to physical sensors and play a crucial role in advancing ADAS (Advanced driver assistance systems) and, ultimately, in creating autonomous vehicles.
  • The automotive sector of India has always been a reliable gauge of economic performance, as it is a crucial player in both economic growth and technological progress. ADAS (Advanced driver assistance systems) enhances vehicle safety by preventing or minimizing the impact of potential accidents and is gaining importance in the Indian automotive market. The demand for advanced safety features like ADAS is vital in the current market. For instance, in January 2024, Mobileye Global Inc. plans to provide advanced driver assistance technology for upcoming Mahindra & Mahindra Ltd vehicles to expand its presence in India's automotive industry.
  • Virtual sensors fuel demand in the aerospace and defense sector by enhancing navigation capabilities, aircraft health monitoring, and autonomous systems. Additionally, the investments in aerospace and defense smart factories drive demand for virtual sensors by enabling quality control, predictive maintenance, and supply chain integration. For instance, In February 2024, GE Aerospace declared that it would be investing SGD 15 million (USD 11 Million) to upgrade the aircraft engine repair facility in Singapore into an innovative Smart Factory aimed at modernizing engine repair practices and enhancing the advancements in technology.

Virtual Sensors Market Overview

The virtual sensors industry is marked by a diverse mix of large international firms and smaller, medium-sized businesses, resulting in a highly fragmented market. Leading companies in this sector include Schneider Electric SE, Elliptic Labs ASA, Modelway SRL, Cisco Systems Inc., and General Electric Company. These companies are engaging in strategies like forming partnerships and pursuing acquisitions to expand their product ranges and secure a competitive edge in the market.

  • March 2024 - Elliptic Labs announced that it is currently deployed in over 500 million devices and is shipping the AIAVirtual Proximity Sensor INNER BEAUTYon Vivo's V30 smartphone.
  • January 2024 - IntelliDynamics announced that a gas producer in Eastern Europe has renewed its support and maintenance for its Intellect systems. IntelliDynamics will Provide virtual metering and hydrate inhibitor estimation. The system tells them in real-time how much gas, condensate, and water they are producing and calculates the amount of methanol/ethanol hydrate inhibitor to inject in multiple points in their production train and central processing to prevent their system from icing up.

Additional Benefits:

  • The market estimate (ME) sheet in Excel format
  • 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 Study Assumptions and Market Definition
  • 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

  • 3.1 Market Overview
    • 3.1.1 Industry Attractiveness - Porter's Five Forces Analysis
      • 3.1.1.1 Bargaining Power of Suppliers
      • 3.1.1.2 Bargaining Power of Buyers
      • 3.1.1.3 Threat of New Entrants
      • 3.1.1.4 Threat of Substitute Products
      • 3.1.1.5 Degree of Competition
    • 3.1.2 Industry Value Chain Analysis
    • 3.1.3 Key Performance Indicators
    • 3.1.4 Analysis of Use Cases of Virtual Sensors
    • 3.1.5 Official Vs Customized Solutions
    • 3.1.6 Pricing Analysis

4 MARKET DYNAMICS

  • 4.1 Market Drivers
    • 4.1.1 Increasing Adoption of IoT and Cloud Platform Is Expected to Drive the Market
    • 4.1.2 Growing Need For Enhanced Cost-effectiveness and Operational Efficiency in Manufacturing
  • 4.2 Market Challenges
    • 4.2.1 Lack of Skilled Manpower and Technical Knowledge
    • 4.2.2 Data Security and Privacy Concerns

5 MARKET SEGMENTATION

  • 5.1 By Deployment Type
    • 5.1.1 Cloud
    • 5.1.2 On-premise
  • 5.2 By End-user Industry
    • 5.2.1 Oil and Gas
    • 5.2.2 Manufacturing
    • 5.2.3 Transportation and Automotive
    • 5.2.4 Metal and Mining
    • 5.2.5 Aerospace and Defense
    • 5.2.6 Electronics and Consumer Technologies
    • 5.2.7 Other End User Industries
  • 5.3 By Geography
    • 5.3.1 North America
      • 5.3.1.1 United States
      • 5.3.1.2 Canada
    • 5.3.2 Europe
      • 5.3.2.1 United Kingdom
      • 5.3.2.2 Germany
      • 5.3.2.3 France
      • 5.3.2.4 Italy
    • 5.3.3 Asia
      • 5.3.3.1 China
      • 5.3.3.2 Japan
      • 5.3.3.3 India
    • 5.3.4 Australia and New Zealand
    • 5.3.5 Latin America
    • 5.3.6 Middle East and Africa

6 COMPETITIVE LANDSCAPE

  • 6.1 Global Rankings Analysis
  • 6.2 Company Profiles
    • 6.2.1 Schneider Electric SE
    • 6.2.2 Elliptic Labs ASA
    • 6.2.3 Modelway SRL
    • 6.2.4 Cisco Systems Inc.
    • 6.2.5 General Electric Company
    • 6.2.6 Siemens AG
    • 6.2.7 Korber AG
    • 6.2.8 Intelli Dynamics (Biocomp Systems, Inc.)
    • 6.2.9 Andata Ltd

7 GO-TO-MARKET (GTM) STRATEGY

  • 7.1 Market Segmentation and Target Audience
  • 7.2 Value Proposition
  • 7.3 Distribution Channel Strategies
  • 7.4 Competitive Landscape
  • 7.5 Addressing Market Challenges
  • 7.6 Conclusion and Recommendations

8 MARKET OUTLOOK