カテゴリー： 世界, その他産業, Grand View Research

世界の予知保全市場（2023-2030）：コンポーネント別、ソリューション別、サービス別、展開方法別、企業規模別、モニタリング技術別、最終用途別、地域別

【英語タイトル】Predictive Maintenance Market Size, Share & Trends Analysis Report By Component, By Solution, By Service, By Deployment, By Enterprise Size, By Monitoring Technique, By End-use, By Region, And Segment Forecasts, 2023 - 2030

Grand View Researchが出版した調査資料（GRV23NOV266）・商品コード：GRV23NOV266
・発行会社（調査会社）：Grand View Research
・発行日：2023年9月
・ページ数：150
・レポート言語：英語
・レポート形式：PDF
・納品方法：Eメール（受注後3営業日）
・調査対象地域：グローバル
・産業分野：次世代技術
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❖ レポートの概要 ❖

予知保全市場の成長と動向
Grand View Research, Inc.の最新調査によると、世界の予知保全市場規模は2023年から2030年にかけて年平均成長率29.5％を記録し、2030年には6001億3000万米ドルに達すると予測されています。AIやMLなどの技術の進歩が、予測期間中の予測保全市場の成長を促進する主な要因となっています。AIやML技術は、過去のデータを分析し、パターンを特定し、正確な機械の故障やメンテナンスの予測を可能にします。AI技術は、より多くのデータを受信することにより、予測保守ソリューションの精度と信頼性を向上させ、企業が機械の故障や生産停止を減らし、業務効率と生産性を向上させるのに役立つため、時間の経過とともに改善され続けるでしょう。

多くの企業が予知保全ソリューションの導入による潜在的なメリットを認識し始めたため、医療、エネルギー、輸送などの産業における予知保全ソリューションの応用も、市場の成長を促進する大きな要因となっています。企業はオペレーションの卓越性を確保するためにデジタルトランスフォーメーションを選択しており、この傾向はIoT、AI、MLなどの技術と統合された予知保全ソリューションの採用をさらに加速させるでしょう。しかし、この限界には、データ価格、複雑な対話プロセス、スキルギャップなどに関する懸念が含まれます。

予知保全ソリューション・プロバイダーは、絶えず提供する機能性を向上させており、市場の牽引役となっています。予知保全システムと資産管理、企業資源計画、状態監視などのスマート技術の組み合わせなどの統合プラットフォームは、消費者の採用率が増加しています。このようなソリューションが利用可能になれば、企業はデータ駆動型の意思決定を促進し、効率性や生産性を向上させ、リソースを最適化することなどが可能になります。

クラウドコンピューティング技術の進歩は、予測メインライン市場にプラスの影響を与えています。クラウドベースのソリューションは、インフラストラクチャを管理し、機械に統合されたセンサーによって生成された大量のデータを処理する上で、スケーラビリティと柔軟性を提供するからです。クラウドベースの予知保全ソリューションの提供により、ITインフラに必要なコストが不要になるため、より幅広い対象者、特に中小企業がアクセスしやすくなっています。予知保全市場におけるもう1つの大きなトレンドは、ARやVRなどの技術の統合です。この技術により、技術者は機器の健全性データや従うべき修理・保全手順を視覚化することができます。ARやVRのツールは、エラーの可能性を低減することで、修理作業の効率と効果をさらに向上させます。

予知保全市場レポートハイライト

- サービス分野は、2023年から2030年までのCAGRが31.0%と最も高くなると予測されます。サービス分野の成長は、サービスプロバイダーが数値評価を用いて機器の故障や修理の必要性を予測する予測モデルを作成することに起因しています。

- 統合セグメントは、2023～2030年のCAGRが29.5%と最も高くなると予測されています。統合セグメントの成長は、効率性と生産性の向上を可能にするERPとCRMの統合ソリューションによるものです。

- トレーニング＆コンサルティング分野は、2023年から2030年までのCAGRが31.5%と最も高くなると予測されています。トレーニング＆コンサルティング分野の成長は、使用されている機械、メンテナンス情報、ワークフローなどの要素を考慮し、幅広いビジネスに対応できるようにカスタマイズされた予知保全戦略に起因しています。

- クラウド分野は、2023年から2030年までのCAGRが37.9%と最も高くなると予測されています。クラウドセグメントの成長は、大量のデータを分析し、予想される機械の故障メンテナンス/修理スケジュールに関する正確な情報を提供する能力などに起因しています。

- 中小企業は、2023年から2030年までのCAGRが31.6%と最も高くなると予測されています。中小企業の成長は、クラウドベースの予知保全ソリューションのコストが低く、中小企業がITインフラへの先行投資を回避できることに起因しています。

- オイル分析セグメントは、2023年から2030年までのCAGRが31.5%と最も高くなると予測されています。オイル分析セグメントの成長は、オイル交換、汚染、その他の化学的特性の変化など、予測ペニテンス・ソリューションによって提供される情報に起因しています。

- 航空宇宙・防衛分野は、2023年から2030年までのCAGRが30.6%と最も高くなると予測されています。航空宇宙・防衛分野の成長は、AIとMLを統合した予知保全ソリューションが、資産の健全性をプロアクティブに監視し、潜在的な故障を予測し、修理・保守のスケジュールを立てることができることなどに起因しています。

- アジア太平洋地域は、2023年から2030年までのCAGRが31.8%と最も高くなると予測されています。アジア太平洋地域の成長は、購買力の増加、デジタルインフラの改善、原材料の容易な入手による安価な予知保全ソリューションの利用可能性、5G技術の進歩などに起因しています。

- 予知保全市場の各社は、市場での牽引力を得ることを目的とした提携や合併などの戦略的イニシアティブを打ち出しています。例えば、2023年2月、AIベースのソリューション検出器のプロバイダーであるブーンロジックは、後者の会社のPartnerConnectパートナープログラムのプレミアメンバーとしてソフトウェアAGと提携し、すべての複雑な資産のためのAI対応高速予測サービス条件を提供しました。このパートナーシップを通じて、両社は故障を回避するための機器の健全性と状態に関連する貴重な洞察を提供することを目指しています。

第1章. 調査方法・範囲
第2章. エグゼクティブサマリー
第3章. 市場変動・動向・範囲
第4章. 世界の予知保全市場：コンポーネント別予測・動向分析
第5章. 世界の予知保全市場：ソリューション別予測・動向分析
第6章. 世界の予知保全市場：サービス別予測・動向分析
第7章. 世界の予知保全市場：オンプレミス別予測・動向分析
第8章. 世界の予知保全市場：企業規模別予測・動向分析
第9章. 世界の予知保全市場：モニタリング手法別予測・動向分析
第10章. 世界の予知保全市場：エンドユーザー別予測・動向分析
第11章. 世界の予知保全市場：地域別予測・動向分析
第12章. 競争状況

グローバル市場調査レポート販売サイトのwww.marketreport.jpです。

❖ レポートの目次 ❖

Table of Contents

Chapter 1. Methodology and Scope
1.1. Methodology Segmentation & Scope
1.2. Information procurement
1.2.1. Purchased database
1.2.2. GVR’s internal database
1.2.3. Secondary sources & third-party perspectives
1.2.4. Primary research
1.3. Information analysis
1.3.1. Data analysis models
1.4. Market formulation & data visualization
1.5. Data validation & publishing
Chapter 2. Executive Summary
2.1. Predictive Maintenance Market – Market Snapshot, 2018–2030
2.2. Predictive Maintenance Market – Component Snapshot, 2018–2030
2.3. Predictive Maintenance Market – Solution Snapshot, 2018–2030
2.4. Predictive Maintenance Market – Service Snapshot, 2018–2030
2.5. Predictive Maintenance Market – Deployment Snapshot, 2018–2030
2.6. Predictive Maintenance Market – Enterprise Size Snapshot, 2018–2030
2.7. Predictive Maintenance Market – Monitoring Technique Snapshot, 2018–2030
2.8. Predictive Maintenance Market – End Use Snapshot, 2018–2030
2.9. Predictive Maintenance Market – Competitive Snapshot
Chapter 3. Predictive Maintenance Market Variables, Trends & Scope
3.1. Market Lineage Outlook
3.1.1. Parent Market Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market Driver Analysis
3.3.2. Market Restraint/Challenge Analysis
3.3.3. Market Opportunity Analysis
3.4. Business Environment Analysis Tools
3.4.1. Porter’s Five Forces Analysis
3.4.2. PEST Analysis
3.5. COVID-19 Impact Analysis
Chapter 4. Predictive Maintenance Market Component Outlook
4.1. Predictive Maintenance Market Share by Component, 2022 & 2030 (USD Billion)
4.2. Solution
4.2.1. Market size estimates and forecasts, 2018 – 2030 (USD Billion)
4.3. Service
4.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
Chapter 5. Predictive Maintenance Market Solution Outlook
5.1. Predictive Maintenance Market Share by Solution, 2022 & 2030 (USD Billion)
5.2. Integrated
5.2.1. Market size estimates and forecasts, 2018 – 2030 (USD Billion)
5.3. Standalone
5.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
Chapter 6. Predictive Maintenance Market Service Outlook
6.1. Predictive Maintenance Market Share by Service, 2022 & 2030 (USD Billion)
6.2. Integration and Deployment
6.2.1. Market size estimates and forecasts, 2018 – 2030 (USD Billion)
6.3. Support & Maintenance
6.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
6.4. Training & Consulting
6.4.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
Chapter 7. Predictive Maintenance Market On-premise Outlook
7.1. Predictive Maintenance Market Share by On-premise, 2022 & 2030 (USD Billion)
7.2. Cloud
7.2.1. Market size estimates and forecasts, 2018 – 2030 (USD Billion)
7.3. On-premise
7.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
Chapter 8. Predictive Maintenance Market Enterprise Size Outlook
8.1. Predictive Maintenance Market Share by Enterprise Size, 2022 & 2030 (USD Billion)
8.2. Small and Medium Enterprises
8.2.1. Market size estimates and forecasts, 2018 – 2030 (USD Billion)
8.3. Large Enterprises
8.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
Chapter 9. Predictive Maintenance Market Monitoring Technique Outlook
9.1. Predictive Maintenance Market Share by Monitoring Technique, 2022 & 2030 (USD Billion)
9.2. Torque Monitoring
9.2.1. Market size estimates and forecasts, 2018 – 2030 (USD Billion)
9.3. Vibration Monitoring
9.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
9.4. Oil Analysis
9.4.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
9.5. Thermography
9.5.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
9.6. Corrosion Monitoring
9.6.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
9.7. Others
9.7.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
Chapter 10. Predictive Maintenance Market End Use Outlook
10.1. Predictive Maintenance Market Share by End Use, 2022 & 2030 (USD Billion)
10.2. Aerospace & Defense
10.2.1. Market size estimates and forecasts, 2018 – 2030 (USD Billion)
10.3. Automotive & Transportation
10.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
10.4. Energy & Utilities
10.4.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
10.5. Healthcare
10.5.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
10.6. IT & Telecommunication
10.6.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
10.7. Manufacturing
10.7.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
10.8. Oil & Gas
10.8.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
10.9. Others
10.9.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
Chapter 11. Predictive Maintenance Market: Regional Outlook
11.1. Predictive Maintenance Market Share by Region, 2022 & 2030 (USD Billion)
11.2. North America
11.2.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.2.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.2.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.2.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.2.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.2.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.2.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.2.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.2.9. U.S.
11.2.9.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.2.9.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.2.9.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.2.9.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.2.9.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.2.9.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.2.9.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.2.9.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.2.10. Canada
11.2.10.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.2.10.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.2.10.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.2.10.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.2.10.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.2.10.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.2.10.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.2.10.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.3. Europe
11.3.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.3.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.3.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.3.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.3.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.3.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.3.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.3.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.3.9. U.K.
11.3.9.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.3.9.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.3.9.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.3.9.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.3.9.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.3.9.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.3.9.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.3.9.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.3.10. Germany
11.3.10.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.3.10.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.3.10.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.3.10.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.3.10.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.3.10.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.3.10.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.3.10.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.3.11. France
11.3.11.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.3.11.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.3.11.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.3.11.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.3.11.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.3.11.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.3.11.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.3.11.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.3.12. Italy
11.3.12.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.3.12.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.3.12.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.3.12.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.3.12.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.3.12.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.3.12.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.3.12.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.3.13. Spain
11.3.13.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.3.13.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.3.13.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.3.13.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.3.13.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.3.13.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.3.13.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.3.13.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.4. Asia Pacific
11.4.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.4.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.4.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.4.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.4.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.4.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.4.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.4.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.4.9. China
11.4.9.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.4.9.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.4.9.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.4.9.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.4.9.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.4.9.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.4.9.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.4.9.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.4.10. India
11.4.10.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.4.10.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.4.10.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.4.10.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.4.10.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.4.10.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.4.10.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.4.10.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.4.11. Japan
11.4.11.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.4.11.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.4.11.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.4.11.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.4.11.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.4.11.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.4.11.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.4.11.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.4.12. Australia
11.4.12.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.4.12.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.4.12.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.4.12.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.4.12.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.4.12.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.4.12.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.4.12.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.4.13. South Korea
11.4.13.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.4.13.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.4.13.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.4.13.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.4.13.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.4.13.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.4.13.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.4.13.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.5. Latin America
11.5.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.5.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.5.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.5.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.5.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.5.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.5.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.5.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.5.9. Brazil
11.5.9.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.5.9.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.5.9.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.5.9.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.5.9.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.5.9.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.5.9.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.5.9.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.5.10. Mexico
11.5.10.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.5.10.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.5.10.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.5.10.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.5.10.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.5.10.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.5.10.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.5.10.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.5.11. Argentina
11.5.11.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.5.11.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.5.11.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.5.11.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.5.11.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.5.11.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.5.11.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.5.11.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.6. Middle East & Africa
11.6.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.6.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.6.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.6.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.6.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.6.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.6.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.6.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.6.9. UAE
11.6.9.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.6.9.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.6.9.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.6.9.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.6.9.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.6.9.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.6.9.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.6.9.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.6.10. Saudi Arabia
11.6.10.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.6.10.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.6.10.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.6.10.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.6.10.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.6.10.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.6.10.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.6.10.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
11.6.11. South Africa
11.6.11.1. Market estimates and forecast, 2018 – 2030 (USD Billion)
11.6.11.2. Market estimates and forecast by component, 2018 – 2030 (USD Billion)
11.6.11.3. Market estimates and forecast by solution, 2018 – 2030 (USD Billion)
11.6.11.4. Market estimates and forecast by service, 2018 – 2030 (USD Billion)
11.6.11.5. Market estimates and forecast by deployment, 2018 – 2030 (USD Billion)
11.6.11.6. Market estimates and forecast by enterprise size, 2018 – 2030 (USD Billion)
11.6.11.7. Market estimates and forecast by monitoring technique, 2018 – 2030 (USD Billion)
11.6.11.8. Market estimates and forecast by end use, 2018 – 2030 (USD Billion)
Chapter 12. Competitive Landscape
12.1. Company Categorization (Mature Players, Emerging Players)
12.2. Company Share Analysis, 2022
12.3. Heat Map Analysis, 2022
12.4. Strategy Mapping
12.5. Company Profiles (Overview, Financial Performance, Product Overview, Strategic Initiatives)
12.5.1. Accenture plc
12.5.2. Cisco Systems, Inc.
12.5.3. General Electric
12.5.4. Honeywell International Inc.
12.5.5. Hitachi, Ltd.
12.5.6. IBM Corporation
12.5.7. Microsoft
12.5.8. PTC
12.5.9. Robert Bosch GmbH
12.5.10. Rockwell Automation
12.5.11. SAP SE
12.5.12. SAS Institute
12.5.13. Schneider Electric SE
12.5.14. Siemens
12.5.15. Software AG

List of Tables

Table 1 List of Abbreviation
Table 2 Global Predictive Maintenance Market, 2018 - 2030 (USD Billion)
Table 3 Global Predictive Maintenance Market, by Region, 2018 - 2030 (USD Billion)
Table 4 Global Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 5 Global Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 6 Global Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 7 Global Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 8 Global Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 9 Global Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 10 North America Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 11 North America Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 12 North America Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 13 North America Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 14 North America Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 15 North America Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 16 U.S. Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 17 U.S. Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 18 U.S. Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 19 U.S. Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 20 U.S. Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 21 U.S. Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 22 Canada Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 23 Canada Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 24 Canada Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 25 Canada Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 26 Canada Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 27 Canada Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 28 Europe Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 29 Europe Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 30 Europe Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 31 Europe Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 32 Europe Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 33 Europe Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 34 U.K. Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 35 U.K. Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 36 U.K. Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 37 U.K. Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 38 U.K. Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 39 U.K. Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 40 Germany Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 41 Germany Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 42 Germany Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 43 Germany Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 44 Germany Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 45 Germany Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 46 France Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 47 France Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 48 France Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 49 France Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 50 France Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 51 France Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 52 Italy Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 53 Italy Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 54 Italy Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 55 Italy Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 56 Italy Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 57 Italy Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 58 Spain Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 59 Spain Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 60 Spain Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 61 Spain Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 62 Spain Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 63 Spain Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 64 Asia Pacific Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 65 Asia Pacific Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 66 Asia Pacific Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 67 Asia Pacific Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 68 Asia Pacific Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 69 Asia Pacific Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 70 China Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 71 China Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 72 China Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 73 China Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 74 China Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 75 China Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 76 India Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 77 India Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 78 India Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 79 India Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 80 India Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 81 India Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 82 Japan Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 83 Japan Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 84 Japan Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 85 Japan Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 86 Japan Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 87 Japan Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 88 South Korea Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 89 South Korea Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 90 South Korea Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 91 South Korea Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 92 South Korea Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 93 South Korea Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 94 Australia Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 95 Australia Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 96 Australia Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 97 Australia Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 98 Australia Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 99 Australia Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 100 Latin America Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 101 Latin America Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 102 Latin America Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 103 Latin America Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 104 Latin America Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 105 Latin America Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 106 Brazil Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 107 Brazil Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 108 Brazil Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 109 Brazil Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 110 Brazil Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 111 Brazil Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 112 Mexico Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 113 Mexico Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 114 Mexico Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 115 Mexico Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 116 Mexico Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 117 Mexico Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 118 Argentina Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 119 Argentina Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 120 Argentina Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 121 Argentina Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 122 Argentina Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 123 Argentina Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 124 Middle East & Africa Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 125 Middle East & Africa Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 126 Middle East & Africa Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 127 Middle East & Africa Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 128 Middle East & Africa Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 129 Middle East & Africa Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 130 UAE Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 131 UAE Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 132 UAE Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 133 UAE Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 134 UAE Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 135 UAE Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 136 South Africa Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 137 South Africa Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 138 South Africa Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 139 South Africa Predictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 140 South Africa Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 141 South Africa Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)
Table 142 Saudi Arabia Predictive Maintenance Market, by Component, 2018 - 2030 (USD Billion)
Table 143 Saudi Arabia Predictive Maintenance Market, by Solution, 2018 - 2030 (USD Billion)
Table 144 Saudi Arabia Predictive Maintenance Market, by Service, 2018 - 2030 (USD Billion)
Table 145 Saudi ArabiaPredictive Maintenance Market, by Deployment, 2018 - 2030 (USD Billion)
Table 146 Saudi Arabia Predictive Maintenance Market, by Monitoring Technique, 2018 - 2030 (USD Billion)
Table 147 Saudi Arabia Predictive Maintenance Market, by End Use, 2018 - 2030 (USD Billion)

List of Figures

Fig. 1 Predictive Maintenance Market Segmentation
Fig. 2 Methodology
Fig. 3 Primary Research Pattern
Fig. 4 Information Analysis
Fig. 5 Data Analysis Model
Fig. 6 Data Validation & Publishing
Fig. 7 Predictive Maintenance: Market Snapshot
Fig. 8 Predictive Maintenance: Segment Snapshot
Fig. 9 Predictive Maintenance: Competitive Landscape Snapshot
Fig. 10 Predictive Maintenance Market Lineage Outlook
Fig. 11 Predictive Maintenance Market: Value Chain Analysis
Fig. 12 Market Driver Analysis
Fig. 13 Market Restraint Analysis
Fig. 14 Market Opportunity Analysis
Fig. 15 Predictive Maintenance Market: Porter’s Five Forces Analysis
Fig. 16 Predictive Maintenance Market: PEST Analysis
Fig. 17 Predictive Maintenance Market Analysis: Component Segment Analysis
Fig. 18 Predictive Maintenance Market Analysis: Solution Segment Analysis
Fig. 19 Predictive Maintenance Market Analysis: Service Segment Analysis
Fig. 20 Predictive Maintenance Market Analysis: Deployment Segment Analysis
Fig. 21 Predictive Maintenance Market Analysis: Enterprise Size Segment Analysis
Fig. 22 Predictive Maintenance Market Analysis: Monitoring Technique Segment Analysis
Fig. 23 Predictive Maintenance Market Analysis: End Use Segment Analysis
Fig. 24 Company Share Analysis, 2022 (%)
Fig. 25 Heat Map Analysis, 2022

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