仮想センサーの市場規模、シェア、成長分析、コンポーネント別、展開別、最終用途別、地域別 - 産業予測、2025～2032年

仮想センサーの市場規模は、2023年に6億6,000万米ドルと評価され、予測期間（2025-2032年）のCAGRは32.60％で成長し、2024年の8億8,000万米ドルから2032年には84億1,000万米ドルに成長する見通しです。

仮想センサーの世界市場は、IoTクラウドプラットフォームの採用が増加し、製造業からの需要が高まっていることから、大幅な成長が見込まれています。仮想センサーまたはソフトセンサーは、物理的なセンサーデータに基づく数学的モデルを利用して、温度や圧力などの変数にわたって予測機能を提供するもので、費用対効果に優れた利点があることを認識する企業が増えています。従来のセンサーに代わる手頃なソリューションとして、通信、テクノロジー、航空、自動車、メディアなどの業界で支持を集めており、コストを最小限に抑えながら運用効率を高めています。注目すべき動向は、仮想センシング・ソリューションの標準化を推進し、センサー・ネットワーク間のデータ統合を促進することです。しかし、クラウド展開におけるデータ・セキュリティに関する懸念が成長を阻害する可能性があるため、ベンダーは機密情報を保護する安全なソリューションやサブスクリプション・ベースのプラットフォームを開発する必要に迫られています。

目次

イントロダクション

• 調査の目的
• 調査範囲
• 定義

調査手法

• 情報調達
• 二次データと一次データの方法
• 市場規模予測
• 市場の前提条件と制限

エグゼクティブサマリー

• 世界市場の見通し
• 供給と需要の動向分析
• セグメント別機会分析

市場力学と見通し

• 市場概要
• 市場規模
• 市場力学
  • 促進要因と機会
  • 抑制要因と課題
• ポーターの分析

主な市場の考察

• 重要成功要因
• 競合の程度
• 主な投資機会
• 市場エコシステム
• 市場の魅力指数（2024年）
• PESTEL分析
• マクロ経済指標
• バリューチェーン分析
• 価格分析

仮想センサー市場規模：コンポーネント別

• 市場概要
• ソリューション
• サービス

仮想センサー市場規模：展開別

• 市場概要
• クラウド
• オンプレミス

仮想センサー市場規模：最終用途別

• 市場概要
• 航空宇宙および防衛
• 自動車・輸送
• 石油・ガス
• ヘルスケア
• 製造業および公益事業
• エレクトロニクス
• その他

仮想センサー市場規模

• 北米
  • 米国
  • カナダ
• 欧州
  • ドイツ
  • スペイン
  • フランス
  • 英国
  • イタリア
  • その他欧州地域
• アジア太平洋地域
  • 中国
  • インド
  • 日本
  • 韓国
  • その他アジア太平洋地域
• ラテンアメリカ
  • ブラジル
  • その他ラテンアメリカ地域
• 中東・アフリカ
  • GCC諸国
  • 南アフリカ
  • その他中東・アフリカ

競合情報

• 上位5社の比較
• 主要企業の市場ポジショニング（2024年）
• 主な市場企業が採用した戦略
• 市場の最近の動向
• 企業の市場シェア分析（2024年）
• 主要企業の企業プロファイル
  • 会社概要
  • 製品ポートフォリオ分析
  • セグメント別シェア分析
  • 収益の前年比比較（2022-2024）

主要企業プロファイル

• 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）

結論と推奨事項

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