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仮想センサの市場規模、シェア、動向分析レポート：コンポーネント別、展開別、最終用途別、地域別、セグメント別予測、2025年～2030年

Virtual Sensors Market Size, Share & Trends Analysis Report By Component (Solutions, Services), By Deployment (Cloud, On-premise), By End-use (Aerospace & Defense, Manufacturing & Utilities), By Region, And Segment Forecasts, 2025 - 2030

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=143.57円
仮想センサの市場規模、シェア、動向分析レポート：コンポーネント別、展開別、最終用途別、地域別、セグメント別予測、2025年～2030年
出版日: 2024年12月11日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

仮想センサ市場の成長と動向

Grand View Research, Inc.の最新レポートによると、世界の仮想センサ市場規模は2025～2030年にかけてCAGR 27.9％を記録し、2030年には47億米ドルに達すると推定されています。

人間の活動認識や医療領域での仮想センサの使用の増加が市場を牽引しています。IoT用途と統合されたクラウドプラットフォームの実装が市場成長を促進しています。

仮想センサは、特定の目的のために構築された複数の目的を達成し、その環境に関するメタ分析をもたらすことが期待されます。これらの回路は、非常に単純なものから非常に複雑な設計のものまであり、所望の出力を生成するために変更を受けています。デバイスは無形のセンサであり、ユーザーからの入力と物理センサからの入力の2種類によって作動します。しかし、仮想センサは、その能力という点では、物理的なデバイスをはるかに超えており、物理的な対応とは関係なく、個々に、また集団として機能することができます。

市場では、新製品の発売や契約といった動向が見られると考えられます。産業設備を強化するために、GEは主に産業セグメントで使用されているクラウドベースのプラットフォームであるpredix上で確実に動作する仮想センサを提供しています。さらに、SiemensAGは、顧客のための仮想センシングソリューション開発のため、デジタルツイン技術に取り組んでいます。SiemensAGは、システムシミュレーションと3D CAEを組み合わせたSimcenterソリューションを開発し、製品ライフサイクルの初期段階から全体にわたって性能パラメーターを予測しています。

ソリューションセグメントは、予測期間中、仮想センサ市場で最大のシェアを占めると予想されています。これは、インダストリー4.0の登場と、製造施設におけるクラウドベースのソリューションに対する需要の高まりに起因しています。このようなソリューションは、センシングによるロボット誘導作業を促進し、事故を減らすと予測されています。

アジア太平洋市場は、技術出力、競合優位性、関連性の面で有利な成長機会を提供しています。加えて、同市場は、製品開発に関連する様々な垂直セグメントへの利害関係者による投資の流入が多いです。コンプライアンス施策と政府規制は、サステイナブル市場開拓において極めて重要です。予測期間中、北米が最大の市場シェアを占めると予想されます。これは、IoTクラウドモデルに対する需要の高まりと、VRセグメントにおける継続的な技術革新によるものです。また、同地域の企業間で先端技術の採用が進んでいることも、市場成長の原動力となっています。

仮想センサ市場レポートハイライト

  • サービスセグメントは、仮想センサの重要な知識や利点を伝えるためのトレーニングやコンサルティング活動の増加により、予測期間中により高いCAGRが見込まれます。
  • クラウド展開セグメントは、予測期間中にCAGRが最も高くなると予測されます。
  • 最終用途別では、技術進歩が予知保全や安全モニタリングなどの用途で仮想センサの新たな機会を創出することから、航空宇宙・防衛セグメントが予測期間中に最も速いCAGRで成長する見込みです。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 仮想センサ市場の変数、動向、範囲

  • 市場系統の展望
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 産業の課題
  • 産業分析ツール
    • PORTERの分析
    • PESTEL分析

第4章 仮想センサ市場：コンポーネント別、推定・動向分析

  • 仮想センサ市場、コンポーネント別：主要ポイント
  • コンポーネント変動分析と市場シェア、2024年と2030年
  • コンポーネント別、2018～2030年
    • ソリューション
    • サービス

第5章 仮想センサ市場：展開別、推定・動向分析

  • 仮想センサ市場、展開別：主要ポイント
  • 展開変動分析と市場シェア、2024年と2030年
  • 展開別、2018～2030年
    • クラウド
    • オンプレミス

第6章 仮想センサ市場：最終用途別、推定・動向分析

  • 仮想センサ市場、最終用途別：主要ポイント
  • 最終用途変動分析と市場シェア、2024年と2030年
  • 最終用途別、2018～2030年
    • 石油・ガス
    • 航空宇宙と防衛
    • 自動車・輸送
    • 医療
    • 製造業と公共事業
    • エレクトロニクス
    • その他

第7章 仮想センサ市場：地域別、推定・動向分析

  • 仮想センサ市場：地域別展望
  • 地域市場：主要ポイント
  • 地域別、2018～2030年
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ブラジル
  • 中東・アフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ

第8章 競合情勢

  • 企業分類
  • 企業の市場ポジショニング
  • 企業ヒートマップ分析
  • 企業プロファイル/上場企業
    • Siemens
    • General Electric Company
    • Schneider Electric
    • Aspen Technology, Inc.
    • Rockwell Automation
    • Honeywell International Inc.
    • ABB.
    • Emerson Electric Co.
    • Cisco Systems, Inc.
    • Endress+Hauser Group Services AG.
図表

List of Tables

  • Table 1. Global virtual sensors market: Key market driver analysis
  • Table 2. Global virtual sensors market: Key market restraint analysis
  • Table 3. Global virtual sensors market estimates and forecast, by component (USD Million)
  • Table 4. Global virtual sensors market estimates and forecast, by deployment (USD Million)
  • Table 5. Global virtual sensors market estimates and forecast, by end use (USD Million)
  • Table 6. Global Virtual sensors market estimates and forecast, by region (USD Million)
  • Table 7. North America Virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 8. North America virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 9. North America virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 10. North America virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 11. U.S. virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 12. U.S. virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 13. U.S. virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 14. U.S. virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 15. Canada virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 16. Canada virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 17. Canada virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 18. Canada virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 19. Mexico virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 20. Mexico virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 21. Mexico virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 22. Mexico virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 23. Europe virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 24. Europe virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 25. Europe virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 26. Europe virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 27. UK virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 28. UK virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 29. UK virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 30. UK virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 31. Germany virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 32. Germany virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 33. Germany virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 34. Germany virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 35. France virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 36. France virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 37. France virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 38. France virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 39. Asia Pacific virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 40. Asia Pacific virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 41. Asia Pacific virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 42. Asia Pacific virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 43. China virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 44. China virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 45. China virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 46. China virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 47. India virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 48. India virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 49. India virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 50. India virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 51. Japan virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 52. Japan virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 53. Japan virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 54. Japan virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 55. Australia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 56. Australia virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 57. Australia virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 58. Australia virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 59. South Korea virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 60. South Korea virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 61. South Korea virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 62. South Korea virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 63. Latin America virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 64. Latin America virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 65. Latin America virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 66. Latin America virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 67. Brazil virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 68. Brazil virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 69. Brazil virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 70. Brazil virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 71. Middle East and Africa virtual sensors market estimates and forecast, by country, 2018 - 2030 (USD Million)
  • Table 72. Middle East and Africa virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 73. Middle East and Africa virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 74. Middle East and Africa virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 75. UAE virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 76. UAE virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 77. UAE virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 78. UAE virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 79. Saudi Arabia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 80. Saudi Arabia virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 81. Saudi Arabia virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 82. Saudi Arabia virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 83. South Africa virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Table 84. South Africa virtual sensors market estimates and forecast, by component, 2018 - 2030 (USD Million)
  • Table 85. South Africa virtual sensors market estimates and forecast, by deployment, 2018 - 2030 (USD Million)
  • Table 86. South Africa virtual sensors market estimates and forecast, by end use, 2018 - 2030 (USD Million)
  • Table 87. Recent developments and impact analysis, by key market participants
  • Table 88. Company heat map analysis, 2024
  • Table 89. Companies implementing key strategies

List of Figures

  • Fig. 1 Virtual sensors market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Value chain-based sizing and forecasting
  • Fig. 7 Parent market analysis
  • Fig. 8 Market formulation and validation
  • Fig. 9 Virtual sensors market snapshot
  • Fig. 10 Virtual sensors market segment snapshot
  • Fig. 11 Virtual sensors market competitive landscape snapshot
  • Fig. 12 Market research process
  • Fig. 13 Market driver relevance analysis (Current and future impact)
  • Fig. 14 Market restraint relevance analysis (Current and future impact)
  • Fig. 15 Virtual sensors market: Component outlook key takeaways (USD Million)
  • Fig. 16 Virtual sensors market: Component movement analysis 2024 & 2030 (USD Million)
  • Fig. 17 Virtual sensors market estimates and forecast, by component (USD Million)
  • Fig. 18 Solutions market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Services market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Virtual sensors market: Deployment outlook key takeaways (USD Million)
  • Fig. 21 Virtual sensors market: Deployment movement analysis 2024 & 2030 (USD Million)
  • Fig. 22 Virtual sensors market estimates and forecast, by deployment (USD Million)
  • Fig. 23 Cloud market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 On-premise market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Virtual sensors market: End use outlook key takeaways (USD Million)
  • Fig. 26 Virtual sensors market: End use movement analysis 2024 & 2030 (USD Million)
  • Fig. 27 Virtual sensors market estimates and forecast, by end use (USD Million)
  • Fig. 28 Aerospace & defense market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Automotive & transportation market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Oil & Gas market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Healthcare market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Manufacturing & utilities market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Electronics market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Others market estimates & forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Regional marketplace: Key takeaways
  • Fig. 36 North America virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 37 US virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 38 Canada virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 39 Mexico virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 40 Europe virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 41 Germany virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 42 UK virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 43 France virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 44 Asia Pacific virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 45 China virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 46 India virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 47 Japan virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 48 Australia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 49 South Korea virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 50 Latin America virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 51 Brazil virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 52 Middle East and Africa virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 53 UAE virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 54 Saudi Arabia virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 55 South Africa virtual sensors market estimates and forecast, 2018 - 2030 (USD Million)
  • Fig. 56 Strategy framework
  • Fig. 57 Company categorization
目次
Product Code: GVR-4-68038-045-3

Virtual Sensors Market Growth & Trends:

The global virtual sensors market size is estimated to reach USD 4.7 billion by 2030, registering a CAGR of 27.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Growing use of virtual sensors in the human activity recognition and in the healthcare domain is driving the market. Implementation of cloud platforms integrated with IoT applications is driving the market growth.

A virtual sensor is expected to achieve multiple objectives built for a specific purpose and result in a meta-analysis about its environment. These circuits can range from very simple to very complex design and undergo changes to produce a desired output. The device is an intangible form of sensor which is activated via two kinds of input, one from user and other from physical sensor. However, virtual sensors, in terms of capabilities are much beyond physical devices that can work individually and collectively irrespective of their physical counterparts.

Trends such as new product launches and agreements are likely to be witnessed in the market. In order to enhance industrial facilities, GE offers virtual sensors to reliantly work on predix, which is a cloud-based platform mainly used in the industrial space. Moreover, Siemens AG is working on digital twin technology for the development of virtual sensing solution for its customers. Siemens AG has developed Simcenter solution that is combining the system simulation and 3D CAE for predicting the performance parameters earlier and throughout the product lifecycle.

The solutions segment is expected to witness largest virtual sensors market share over the forecast period. This is attributed to advent of industry 4.0 and rising demand for cloud-based solutions in the manufacturing facilities. Such solutions are anticipated to promote the robot guidance operations by sensing and reducing accidents.

The market in Asia Pacific offers lucrative growth opportunities in terms of technology output, competitive advantage, and relevancy. In addition, the market witnesses a high influx of investments by stakeholders in various verticals pertaining to product development. Compliance policies and government regulations are pivotal in creating a sustainable market development. North America is expected to hold largest market share over the forecast period. This is attributed to rising demand for IoT cloud models and continuous innovations in the field of VR. In addition, growing adoption of advanced technologies among the companies in the region is driving the market growth.

Virtual Sensors Market Report Highlights:

  • The service segment is anticipated to witness higher CAGR over the forecast period, owing to growing training and consulting activities for imparting significant knowledge and advantages of virtual sensors
  • The cloud deployment segment is expected to grow at a highest CAGR during the forecast period, as organizations seek greater flexibility and scalability in their operations
  • By end-use, the aerospace & defense segment is expected to grow at the fastest CAGR over the forecast period, as technological advancements create new opportunities for virtual sensors in applications such as predictive maintenance and safety monitoring.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources and Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation and Data Visualization
  • 1.6. Data Validation and Publishing

Chapter 2. Executive Summary

  • 2.1. Market Snapshot
  • 2.2. Segment Snapshot
  • 2.3. Competitive Landscape Snapshot

Chapter 3. Virtual Sensors Market Variables, Trends and Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Industry Analysis Tools
    • 3.3.1. PORTER's Analysis
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and social landscape
      • 3.3.2.3. Technological landscape

Chapter 4. Virtual Sensors Market: Component Estimates and Trend Analysis

  • 4.1. Virtual Sensors Market, By Component: Key Takeaways
  • 4.2. Component Movement Analysis and Market Share, 2024 and 2030
  • 4.3. Market Estimates and Forecasts, By Component, 2018 - 2030 (USD Million)
    • 4.3.1. Solutions
      • 4.3.1.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 4.3.2. Services
      • 4.3.2.1. Market Revenue Estimates and Forecasts, 2018 - 2030(USD Million)

Chapter 5. Virtual Sensors Market: Deployment Estimates and Trend Analysis

  • 5.1. Virtual Sensors Market, By Deployment: Key Takeaways
  • 5.2. Deployment Movement Analysis and Market Share, 2024 and 2030
  • 5.3. Market Estimates and Forecasts, By Deployment, 2018 - 2030 (USD Million)
    • 5.3.1. Cloud
      • 5.3.1.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 5.3.2. On-Premise
      • 5.3.2.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Virtual Sensors Market: End Use Estimates and Trend Analysis

  • 6.1. Virtual Sensors Market, By End Use: Key Takeaways
  • 6.2. End Use Movement Analysis and Market Share, 2024 and 2030
  • 6.3. Market Estimates and Forecasts, By End Use, 2018 - 2030 (USD Million)
    • 6.3.1. Oil & Gas
      • 6.3.1.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.2. Aerospace & Defense
      • 6.3.2.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.3. Automotive & Transportation
      • 6.3.3.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.4. Healthcare
      • 6.3.4.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.5. Manufacturing & Utilities
      • 6.3.5.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.6. Electronics
      • 6.3.6.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.7. Others
      • 6.3.7.1. Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Virtual Sensors Market: Regional Estimates and Trend Analysis

  • 7.1. Virtual Sensors Market: Regional Outlook
  • 7.2. Regional Marketplaces: Key Takeaways
  • 7.3. Market Estimates and Forecasts, by Region, 2018 - 2030 (USD Million)
  • 7.4. North America
    • 7.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. U.S.
      • 7.4.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Canada
      • 7.4.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. Mexico
      • 7.4.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Europe
    • 7.5.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. UK
      • 7.5.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.3. Germany
      • 7.5.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.4. France
      • 7.5.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Asia Pacific
    • 7.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. China
      • 7.6.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. Japan
      • 7.6.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. India
      • 7.6.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.5. Australia
      • 7.6.5.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.6. South Korea
      • 7.6.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.7. Latin America
    • 7.7.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.7.2. Brazil
      • 7.7.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.8. Middle East and Africa
    • 7.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.8.2. UAE
      • 7.8.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.8.3. Saudi Arabia
      • 7.8.3.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.8.4. South Africa
      • 7.8.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Company Heat Map Analysis
  • 8.4. Company Profiles/Listing
    • 8.4.1. Siemens
      • 8.4.1.1. Company Overview
      • 8.4.1.2. Financial Performance
      • 8.4.1.3. Component Portfolio
      • 8.4.1.4. Recent Developments/ Strategic Initiatives
    • 8.4.2. General Electric Company
      • 8.4.2.1. Company Overview
      • 8.4.2.2. Financial Performance
      • 8.4.2.3. Component Portfolio
      • 8.4.2.4. Recent Developments/ Strategic Initiatives
    • 8.4.3. Schneider Electric
      • 8.4.3.1. Company Overview
      • 8.4.3.2. Financial Performance
      • 8.4.3.3. Component Portfolio
      • 8.4.3.4. Recent Developments/ Strategic Initiatives
    • 8.4.4. Aspen Technology, Inc.
      • 8.4.4.1. Company Overview
      • 8.4.4.2. Financial Performance
      • 8.4.4.3. Component Portfolio
      • 8.4.4.4. Recent Developments/ Strategic Initiatives
    • 8.4.5. Rockwell Automation
      • 8.4.5.1. Company Overview
      • 8.4.5.2. Financial Performance
      • 8.4.5.3. Component Portfolio
      • 8.4.5.4. Recent Developments/ Strategic Initiatives
    • 8.4.6. Honeywell International Inc.
      • 8.4.6.1. Company Overview
      • 8.4.6.2. Financial Performance
      • 8.4.6.3. Component Portfolio
      • 8.4.6.4. Recent Developments/ Strategic Initiatives
    • 8.4.7. ABB.
      • 8.4.7.1. Company Overview
      • 8.4.7.2. Financial Performance
      • 8.4.7.3. Component Portfolio
      • 8.4.7.4. Recent Developments/ Strategic Initiatives
    • 8.4.8. Emerson Electric Co.
      • 8.4.8.1. Company Overview
      • 8.4.8.2. Financial Performance
      • 8.4.8.3. Component Portfolio
      • 8.4.8.4. Recent Developments/ Strategic Initiatives
    • 8.4.9. Cisco Systems, Inc.
      • 8.4.9.1. Company Overview
      • 8.4.9.2. Financial Performance
      • 8.4.9.3. Component Portfolio
      • 8.4.9.4. Recent Developments/ Strategic Initiatives
    • 8.4.10. Endress+Hauser Group Services AG.
      • 8.4.10.1. Company Overview
      • 8.4.10.2. Financial Performance
      • 8.4.10.3. Component Portfolio
      • 8.4.10.4. Recent Developments/ Strategic Initiatives