仮想センサー市場：コンポーネント、デプロイメント、エンドユーザー別-2025-2030年の世界予測

仮想センサー市場は、2023年に7億4,571万米ドルと評価され、2024年には9億5,914万米ドルに達すると予測され、CAGR 28.71％で成長し、2030年には43億6,484万米ドルになると予測されています。

ソフトセンサーとしても知られる仮想センサーは、測定可能なセンサーデータと数学モデルの組み合わせを処理することで、物理的なセンサー出力を計算または予測するソフトウェアベースのシステムです。これらのソリューションは、大規模な物理センサーネットワークを展開する必要なく、費用対効果の高いリアルタイムの洞察を提供するため、極めて重要です。その用途は、自動車、航空宇宙、製造、エネルギーなどの産業分野に及び、予知保全や運用効率を高める。最終用途の範囲には、リアルタイム・モニタリングと予測分析を必要とするセクターが含まれ、パフォーマンスの向上とダウンタイムの削減を推進します。

主な成長促進要因としては、IoTやIIoT（Industrial Internet of Things）の採用の増加、費用対効果が高く信頼性の高いセンサーソリューションの需要、予測能力の強化を可能にする機械学習やAI技術の進歩などが挙げられます。新興市場、特に急速な都市化と技術進歩に後押しされたスマートシティとコネクテッドカーにおけるアプリケーションの拡大には潜在的なビジネスチャンスが存在します。企業は、センサーの精度を高め、その有用性を広げるために、複雑なデータ分析や機械学習アルゴリズムに取り組む研究開発への投資を検討すべきです。

しかし、データプライバシーに関する懸念、サイバーセキュリティリスク、既存システムとの統合の複雑さ、正確な過去データへの依存といった制約が、市場成長への課題となっています。これらに対処するため、企業は強固なデータ保護対策と簡素化された統合技術を重視する必要があります。

仮想センサー市場は、特にセンサー・フュージョン技術の強化とスケーラブルなクラウドベース・プラットフォームの開発において、イノベーションの道を示しています。適応性を高め、計算負荷を軽減する新しいソフトウェア・アルゴリズムを探求することで、ビジネスは大きく成長する可能性があります。市場は高い競争と急速な技術革新を特徴としており、継続的な技術革新と適応を促しています。企業は、競争力を維持するためにパートナーシップ、コラボレーション、技術買収に注力する一方、導入障壁を緩和するために顧客教育を優先すべきです。コスト、精度、統合の容易さのバランスをとることが、この進化する分野で長期的に成功するための鍵です。

市場力学：急速に進化する仮想センサー市場の主要市場インサイトを公開

仮想センサー市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 製造業における需要の増加
  • 自動車、輸送、エレクトロニクスなどの産業における仮想センサー導入の増加
  • 軍事および商業分野でのセキュリティおよび監視目的の採用増加
• 市場抑制要因
  • IoTやクラウドプラットフォームの導入によるデータセキュリティに関するリスク
• 市場機会
  • IoTおよびクラウドプラットフォームの採用増加
  • 予知保全の採用拡大
• 市場の課題
  • 仮想センサーの技術的限界

ポーターの5つの力：仮想センサー市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、仮想センサー市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：仮想センサー市場における外部からの影響の把握

外部マクロ環境要因は、仮想センサー市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析仮想センサー市場における競合情勢の把握

仮想センサー市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックス仮想センサー市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、仮想センサー市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨仮想センサー市場における成功への道筋を描く

仮想センサー市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 製造業における需要の増加
    • 自動車、輸送、電子機器などの業界で仮想センサーの導入が拡大
    • 軍事および商業部門におけるセキュリティおよび監視目的での採用増加
  • 抑制要因
    • IoTおよびクラウドプラットフォームの実装によるデータセキュリティに関連するリスク
  • 機会
    • IoTとクラウドプラットフォームの導入増加
    • 予測メンテナンスの導入拡大
  • 課題
    • 仮想センサーの技術的制限
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 仮想センサー市場：コンポーネント別

• サービス
• ソリューション

第7章 仮想センサー市場：展開別

• クラウド上
• オンプレミス

第8章 仮想センサー市場：エンドユーザー別

• 航空・防衛
• 自動車・輸送
• 化学薬品
• 電気・電子
• ヘルスケア
• 製造業および公共事業
• 石油・ガス

第9章 南北アメリカの仮想センサー市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋地域の仮想センサー市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第11章 欧州・中東・アフリカの仮想センサー市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第12章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Aspen Technology, Inc.
• AVEVA Group PLC
• BioComp Systems, Inc.
• Cisco Systems, Inc.
• Elliptic Laboratories ASA
• General Electric Company
• Honeywell International Inc.
• Korber AG
• LMI Technologies, Inc.
• Modelway S.r.l.
• Rockwell Automation, Inc.
• Schneider Electric SE
• Siemens AG
• SmartUQ LLC
• Tactile Mobility Ltd.

LIST OF FIGURES

• FIGURE 1. VIRTUAL SENSORS MARKET RESEARCH PROCESS
• FIGURE 2. VIRTUAL SENSORS MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL VIRTUAL SENSORS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 13. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 15. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. VIRTUAL SENSORS MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 21. VIRTUAL SENSORS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. VIRTUAL SENSORS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL VIRTUAL SENSORS MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. VIRTUAL SENSORS MARKET DYNAMICS
• TABLE 7. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY SOLUTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY AERONAUTICS & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY AUTOMOTIVE & TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY CHEMICAL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY ELECTRICAL & ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY MANUFACTURING & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL VIRTUAL SENSORS MARKET SIZE, BY OIL & GAS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 22. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 23. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 24. AMERICAS VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 25. ARGENTINA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 26. ARGENTINA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 27. ARGENTINA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 28. BRAZIL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 29. BRAZIL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 30. BRAZIL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 31. CANADA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 32. CANADA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 33. CANADA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 34. MEXICO VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 35. MEXICO VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 36. MEXICO VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 37. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 38. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 39. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 40. UNITED STATES VIRTUAL SENSORS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 41. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 42. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 43. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 44. ASIA-PACIFIC VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 45. AUSTRALIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 46. AUSTRALIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 47. AUSTRALIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 48. CHINA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 49. CHINA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 50. CHINA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 51. INDIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 52. INDIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 53. INDIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 54. INDONESIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 55. INDONESIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 56. INDONESIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 57. JAPAN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 58. JAPAN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 59. JAPAN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 60. MALAYSIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 61. MALAYSIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 62. MALAYSIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 63. PHILIPPINES VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 64. PHILIPPINES VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 65. PHILIPPINES VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 66. SINGAPORE VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 67. SINGAPORE VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 68. SINGAPORE VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 69. SOUTH KOREA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 70. SOUTH KOREA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 71. SOUTH KOREA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 72. TAIWAN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 73. TAIWAN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 74. TAIWAN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 75. THAILAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 76. THAILAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 77. THAILAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 78. VIETNAM VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 79. VIETNAM VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 80. VIETNAM VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 81. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 82. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 83. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 84. EUROPE, MIDDLE EAST & AFRICA VIRTUAL SENSORS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 85. DENMARK VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 86. DENMARK VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 87. DENMARK VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 88. EGYPT VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 89. EGYPT VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 90. EGYPT VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 91. FINLAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 92. FINLAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 93. FINLAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 94. FRANCE VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 95. FRANCE VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 96. FRANCE VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 97. GERMANY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 98. GERMANY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 99. GERMANY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 100. ISRAEL VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 101. ISRAEL VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 102. ISRAEL VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 103. ITALY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 104. ITALY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 105. ITALY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 106. NETHERLANDS VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 107. NETHERLANDS VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 108. NETHERLANDS VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 109. NIGERIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 110. NIGERIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 111. NIGERIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 112. NORWAY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 113. NORWAY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 114. NORWAY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 115. POLAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 116. POLAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 117. POLAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 118. QATAR VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 119. QATAR VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 120. QATAR VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 121. RUSSIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 122. RUSSIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 123. RUSSIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 124. SAUDI ARABIA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 125. SAUDI ARABIA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 126. SAUDI ARABIA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 127. SOUTH AFRICA VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 128. SOUTH AFRICA VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 129. SOUTH AFRICA VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 130. SPAIN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 131. SPAIN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 132. SPAIN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 133. SWEDEN VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 134. SWEDEN VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 135. SWEDEN VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 136. SWITZERLAND VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 137. SWITZERLAND VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 138. SWITZERLAND VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 139. TURKEY VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 140. TURKEY VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 141. TURKEY VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 142. UNITED ARAB EMIRATES VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 143. UNITED ARAB EMIRATES VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 144. UNITED ARAB EMIRATES VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 145. UNITED KINGDOM VIRTUAL SENSORS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 146. UNITED KINGDOM VIRTUAL SENSORS MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 147. UNITED KINGDOM VIRTUAL SENSORS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 148. VIRTUAL SENSORS MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 149. VIRTUAL SENSORS MARKET, FPNV POSITIONING MATRIX, 2023

The Virtual Sensors Market was valued at USD 745.71 million in 2023, expected to reach USD 959.14 million in 2024, and is projected to grow at a CAGR of 28.71%, to USD 4,364.84 million by 2030.

Virtual sensors, also known as soft sensors, are software-based systems that compute or predict physical sensor output by processing a combination of measurable sensor data and mathematical models. These solutions are crucial because they offer cost-effective, real-time insights without the need for deploying extensive physical sensor networks. Their applications span across industries such as automotive, aerospace, manufacturing, and energy where they enhance predictive maintenance and operational efficiency. The end-use scope involves sectors needing real-time monitoring and predictive analytics to drive performance improvements and reduce downtime.

Key growth drivers include the increasing adoption of IoT and IIoT (Industrial Internet of Things), the demand for cost-effective and reliable sensor solutions, and advancements in machine learning and AI technologies that enable enhanced predictive capabilities. Potential opportunities exist in expanding applications in emerging markets, particularly in smart cities and connected vehicles, driven by rapid urbanization and technological advancements. Companies should consider investing in research and development to tackle complex data analytics and machine learning algorithms to enhance sensor accuracy and broaden their utility.

However, limitations such as data privacy concerns, cybersecurity risks, the complexity of integrating with existing systems, and reliance on accurate historical data pose challenges to market growth. Addressing these, firms need to emphasize robust data protection measures and simplified integration techniques.

The virtual sensors market presents avenues for innovation, especially in enhancing sensor fusion technologies and developing scalable cloud-based platforms. Exploring new software algorithms that increase adaptability and decrease the computational load can offer significant business growth. The market is characterized by high competition and rapid technological change, encouraging continuous innovation and adaptation. Companies should focus on partnerships, collaborations, and technology acquisitions to stay competitive, while also prioritizing customer education to ease adoption barriers. Balancing cost, accuracy, and integration ease is key for long-term success in this evolving field.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Virtual Sensors Market

The Virtual Sensors Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Increasing demand in the manufacturing industry
  • Growing virtual sensors implementation in industries such as automotive, transportation and electronics
  • Rising adoption for security and surveillance purposes in military and commercial sector
• Market Restraints
  • Risk associated with data security due to implementation of IoT and cloud platforms
• Market Opportunities
  • Rising adoption of IoT and cloud platform
  • Growing adoption of predictive maintenance
• Market Challenges
  • Technical limitations of virtual sensors

Porter's Five Forces: A Strategic Tool for Navigating the Virtual Sensors Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Virtual Sensors Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Virtual Sensors Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Virtual Sensors Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Virtual Sensors Market

A detailed market share analysis in the Virtual Sensors Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Virtual Sensors Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Virtual Sensors Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Virtual Sensors Market

A strategic analysis of the Virtual Sensors Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Virtual Sensors Market, highlighting leading vendors and their innovative profiles. These include Aspen Technology, Inc., AVEVA Group PLC, BioComp Systems, Inc., Cisco Systems, Inc., Elliptic Laboratories ASA, General Electric Company, Honeywell International Inc., Korber AG, LMI Technologies, Inc., Modelway S.r.l., Rockwell Automation, Inc., Schneider Electric SE, Siemens AG, SmartUQ LLC, and Tactile Mobility Ltd..

Market Segmentation & Coverage

This research report categorizes the Virtual Sensors Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Component, market is studied across Services and Solution.
• Based on Deployment, market is studied across On-Cloud and On-Premise.
• Based on End-User, market is studied across Aeronautics & Defense, Automotive & Transportation, Chemical, Electrical & Electronics, Healthcare, Manufacturing & Utilities, and Oil & Gas.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Increasing demand in the manufacturing industry
    • 5.1.1.2. Growing virtual sensors implementation in industries such as automotive, transportation and electronics
    • 5.1.1.3. Rising adoption for security and surveillance purposes in military and commercial sector
  • 5.1.2. Restraints
    • 5.1.2.1. Risk associated with data security due to implementation of IoT and cloud platforms
  • 5.1.3. Opportunities
    • 5.1.3.1. Rising adoption of IoT and cloud platform
    • 5.1.3.2. Growing adoption of predictive maintenance
  • 5.1.4. Challenges
    • 5.1.4.1. Technical limitations of virtual sensors
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Virtual Sensors Market, by Component

• 6.1. Introduction
• 6.2. Services
• 6.3. Solution

7. Virtual Sensors Market, by Deployment

• 7.1. Introduction
• 7.2. On-Cloud
• 7.3. On-Premise

8. Virtual Sensors Market, by End-User

• 8.1. Introduction
• 8.2. Aeronautics & Defense
• 8.3. Automotive & Transportation
• 8.4. Chemical
• 8.5. Electrical & Electronics
• 8.6. Healthcare
• 8.7. Manufacturing & Utilities
• 8.8. Oil & Gas

9. Americas Virtual Sensors Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Virtual Sensors Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Virtual Sensors Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Aspen Technology, Inc.
• 2. AVEVA Group PLC
• 3. BioComp Systems, Inc.
• 4. Cisco Systems, Inc.
• 5. Elliptic Laboratories ASA
• 6. General Electric Company
• 7. Honeywell International Inc.
• 8. Korber AG
• 9. LMI Technologies, Inc.
• 10. Modelway S.r.l.
• 11. Rockwell Automation, Inc.
• 12. Schneider Electric SE
• 13. Siemens AG
• 14. SmartUQ LLC
• 15. Tactile Mobility Ltd.