予知保全市場の市場規模、シェア、動向分析レポート：コンポーネント別、ソリューション別、サービス別、展開別、企業規模別、監視手法別、最終用途別、地域別、セグメント予測、2023年～2030年

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29.5％のCAGRで成長し、2030年には601億3,000万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予測を提供することを可能にします。AI技術は、より多くのデータを受信することにより、予知保全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と思われます。

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、ヘルスケア、エネルギー、輸送などの業界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います。この動向は、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と思われます。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、提供する機能性を常に改善しており、市場での牽引力となっています。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、企業はデータ主導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、拡張性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が提供されることで、ITインフラに必要なコストが不要になるため、より幅広い層、特に中小企業がアクセスしやすくなっています。予知保全市場のもう一つの大きな動向は、ARやVRといった技術の統合であり、これ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ツールはさらに、エラーの可能性を減らすことで修理作業の効率と効果を向上させるのに役立ちます。

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年にかけて31.0%の最高CAGRを記録すると予測されます。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年から2030年までの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起因しています。
• 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、幅広いビジネスへの対応を可能にする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、特に、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年にかけて31.5%のCAGRを記録す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、予測的処罰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・防衛セグメントは、2023年から2030年にかけて30.6％の最高のCAGRで成長し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能力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ます。
• 予知保全市場の各社は、市場での牽引力獲得を目指し、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す。この提携により、両社は機器の健康状態やステータスに関する貴重な洞察を提供し、故障を回避することを目指しました。

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 予知保全市場の変数、動向、範囲

• 市場系統の見通し
  • 親市場の見通し
• 業界のバリューチェーン分析
• 市場力学
  • 市場促進要因の分析
  • 市場の抑制要因/課題の分析
  • 市場機会分析
• ビジネス環境分析ツール
  • ポーターのファイブフォース分析
  • PEST分析
• COVID-19の影響分析

第4章 予知保全市場のコンポーネントの展望

• 予知保全市場シェア、コンポーネント別、2022年および2030年
• ソリューション
• サービス

第5章 予知保全市場ソリューションの展望

• 予知保全市場シェア、ソリューション別、2022年および2030年
• 統合型
• 独立型

第6章 予知保全市場のサービスの展望

• 予知保全市場シェア、サービス別、2022年および2030年
• 統合と展開
• サポートとメンテナンス
• トレーニングとコンサルティング

第7章 予知保全市場のオンプレミス展望

• 予知保全市場シェア、オンプレミス別、2022年および2030年
• クラウド
• オンプレミス

第8章 予知保全市場の企業規模の展望

• 予知保全市場シェア、企業規模別、2022年および2030年
• 中小企業
• 大企業

第9章 予知保全市場の監視手法の展望

• 予知保全市場シェア、監視手法別、2022年および2030年
• トルク監視
• 振動監視
• オイル分析
• サーモグラフィー
• 腐食監視
• その他

第10章 予知保全市場の最終用途の展望

• 予知保全市場シェア、最終用途別、2022年および2030年
• 航空宇宙と防衛
• 自動車と輸送
• エネルギーと公共事業
• ヘルスケア
• ITと通信
• 製造業
• 石油ガス
• その他

第11章 予知保全市場：地域別の展望

• 予知保全市場シェア、地域別、2022年および2030年
• 北米
  • 市場推計・予測、2018～2030年
  • コンポーネント別、2018～2030年
  • ソリューション別、2018～2030年
  • サービス別、2018～2030年
  • 展開別、2018～2030年
  • 企業規模別、2018～2030年
  • 監視手法別、2018年～2030年
  • 最終用途別、2018～2030年
  • 米国
  • カナダ
• 欧州
  • 市場推計・予測、2018～2030年
  • コンポーネント別、2018～2030年
  • ソリューション別、2018～2030年
  • サービス別、2018～2030年
  • 展開別、2018～2030年
  • 企業規模別、2018～2030年
  • 監視手法別、2018年～2030年
  • 最終用途別、2018～2030年
  • 英国
  • ドイツ
  • フランス
  • イタリア
  • スペイン
• アジア太平洋地域
  • 市場推計・予測、2018～2030年
  • コンポーネント別、2018～2030年
  • ソリューション別、2018～2030年
  • サービス別、2018～2030年
  • 展開別、2018～2030年
  • 企業規模別、2018～2030年
  • 監視手法別、2018年～2030年
  • 最終用途別、2018～2030年
  • 中国
  • インド
  • 日本
  • オーストラリア
  • 韓国
• ラテンアメリカ
  • 市場推計・予測、2018～2030年
  • コンポーネント別、2018～2030年
  • ソリューション別、2018～2030年
  • サービス別、2018～2030年
  • 展開別、2018～2030年
  • 企業規模別、2018～2030年
  • 監視手法別、2018年～2030年
  • 最終用途別、2018～2030年
  • ブラジル
  • メキシコ
  • アルゼンチン
• 中東とアフリカ
  • 市場推計・予測、2018～2030年
  • コンポーネント別、2018～2030年
  • ソリューション別、2018～2030年
  • サービス別、2018～2030年
  • 展開別、2018～2030年
  • 企業規模別、2018～2030年
  • 監視手法別、2018年～2030年
  • 最終用途別、2018～2030年
  • アラブ首長国連邦
  • サウジアラビア
  • 南アフリカ

第12章 競合情勢

• 企業の分類（成熟企業、新興企業）
• 企業シェア分析、2022年
• ヒートマップ分析、2022年
• 戦略マッピング
• 企業プロファイル（会社概要、業績、製品概要、戦略的取り組み）
  • Accenture plc
  • Cisco Systems, Inc.
  • General Electric
  • Honeywell International Inc.
  • Hitachi, Ltd.
  • IBM Corporation
  • Microsoft
  • PTC
  • Robert Bosch GmbH
  • Rockwell Automation
  • SAP SE
  • SAS Institute
  • Schneider Electric SE
  • Siemens
  • 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

Predictive Maintenance Market Growth & Trends:

The global predictive maintenance market size is projected to reach USD 60.13 billion by 2030, registering a CAGR of 29.5% from 2023 to 2030, according to a new study by Grand View Research, Inc.. The advancement in technologies such as AI and ML has been a major factor in driving the growth of the predictive maintenance market over the forecast period. AI and ML technologies enable analysing historical data, identifying patterns, and offering accurate machine failure and maintenance predictions. AI technology will continue to improve over time as it receives more data, thereby helping improve the accuracy and reliability of predictive maintenance solutions, which would help companies reduce machinery breakdown and halt production, which helps improve operational efficiency and productivity.

The application of predictive maintenance solutions in industries such as healthcare, energy, transportation, and others has been another major factor driving the market's growth, as many companies started recognizing the potential benefits of installing predictive maintenance solutions. Companies are opting for digital transformation to ensure operational excellence; this trend will further accelerate the adoption of the predictive eminence solution, which is integrated with technologies such as IoT, AI, and ML. However, this limitation includes concerns regarding data price, complex interaction processes, and skill gaps, among others.

The predictive maintenance solution providers have been constantly improving the functionalities of the offering, which has been gaining traction in the market. Integrated platforms, such as a combination of predictive maintenance systems and smart technologies such as asset management, enterprise resource planning, and condition monitoring, are witnessing increased consumer adoption rates. The availability of such solutions would enable businesses to facilitate data-driven decision-making, improve efficiency; productivity, and optimize resources, among others.

The advancement in cloud computing technologies has positively impacted the predictive mainline market, as cloud-based solutions offer scalability and flexibility in managing infrastructure and processing a large amount of data generated by the sensors integrated into the machinery. The delivery of cloud-based predictive maintenance solutions has made them more accessible to a wider range of audiences, especially SMEs, owing to eliminating the cost of IT infrastructure requirements. Another major trend in the predictive maintenance market is the integration of technologies such as AR and VR, which enable technicians to visualize the health data of the equipment and repair & maintenance procedures to be followed. AR and VR tools further help improve the efficiency and effectiveness of the repair works by reducing the chances of error.

Predictive Maintenance Market Report Highlights:

• The service segment is projected to witness the highest CAGR of 31.0% from 2023 to 2030. The growth of the service segment can be attributed to service providers using numerical evaluation to create predictive models that predict equipment breakdowns and servicing needs.
• The integrated segment is projected to witness the highest CAGR of 29.5% from 2023 to 2030. The growth of the integrated segment can be attributed to ERP and CRM integrated solutions enabling improved efficiency and productivity.
• The training & consulting segment is projected to witness the highest CAGR of 31.5% from 2023 to 2030. The growth of the training & consulting segment can be attributed to a customized predictive maintenance strategy to enable catering to a wide range of businesses considering factors such as the machinery being used, maintenance information, and workflow, among others.
• The cloud segment is projected to witness the highest CAGR of 37.9% from 2023 to 2030. The growth of the cloud segment can be attributed to the ability to analyse large volumes and data and offer accurate information on the expected machinery failure maintenance/repair schedule, among others.
• Small and medium enterprises are projected to witness the highest CAGR of 31.6% from 2023 to 2030. The small and medium enterprises' growth can be attributed to the lower cost of cloud-based predictive maintenance solutions, enabling small and medium enterprises to avoid upfront investment into IT infrastructure.
• The oil analysis segment is projected to witness the highest CAGR of 31.5% from 2023 to 2030. The growth of the oil analysis segment can be attributed to information provided by the predictive penitence solution, including oil change, contamination, and changes in other chemical properties, among others.
• The aerospace & defense segment is projected to witness the highest CAGR of 30.6% from 2023 to 2030. The growth of the aerospace & defense segment can be attributed to AI and ML integrated predictive maintenance solution ability to proactively monitor the health of the asset, predict potential failure, and schedule repair & maintenance, among others.
• The Asia Pacific region is projected to witness the highest CAGR of 31.8% from 2023 to 2030. The growth of the Asia Pacific region can be attributed to increasing purchasing power, improving digital infrastructure, availability of cheaper predictive mainline solutions owing to the easy availability of raw materials, and advancement in 5G technology, among others.
• The companies in the predictive maintenance market have been coming up with strategic initiatives such as partnerships and mergers, among others, aimed at gaining traction in the market. For instance, in February 2023, Boon Logic, a provider of AI-based solution detectors, partnered with Software AG as a Premier member of the latter company's PartnerConnect partner program to provide AI-enabled high-speed prediction service conditions for all complex assets. Through this partnership, the firms aimed to provide valuable insights related to the health and status of equipment to avoid failures.

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