予知保全市場：コンポーネント、展開、用途、組織規模、エンドユーザー別-2025-2030年の世界予測

予知保全市場の2023年の市場規模は106億4,000万米ドルで、2024年には130億9,000万米ドルに達すると予測され、CAGR 24.02%で成長し、2030年には480億7,000万米ドルに達すると予測されています。

予知保全は、データ分析とリアルタイムのモニタリングを活用して、機器の故障を事前に予測し、メンテナンス・スケジュールを最適化してダウンタイムを削減するプロアクティブなアプローチです。その必要性は、製造業、運輸業、エネルギー産業などにおける業務効率と費用対効果への要求の高まりから生じています。機械学習アルゴリズムとIoT対応センサーを適用することで、予知保全システムは潜在的な機器の故障を予測し、深刻な故障のリスクを最小限に抑え、資産のライフサイクルを延長することができます。最終用途は、自動車、航空宇宙、公益事業など、予定外のダウンタイムを回避することが重要な分野に及ぶ。主な成長要因には、AIやIoTの技術的進歩、インダストリー4.0の採用拡大、効率的なリソース管理による競争優位性の必要性などがあります。最新のビジネスチャンスは、産業のデジタル化が勢いを増すアジア太平洋のような拡大市場や、予知保全が設備管理を強化できるスマートビルのような分野にあります。ユーザーフレンドリーなインターフェースと堅牢なデータ分析を備えた統合予測ソリューションに投資する企業は、かなりの市場シェアを獲得できると思われます。しかし、初期導入コストの高さ、データプライバシーへの懸念、複雑なシステムを管理する熟練者の必要性などの制約が、市場成長の課題となっています。これらに対抗するため、企業はスケーラブルなソリューションを開発し、サイバーセキュリティ対策の強化に注力することが推奨されます。高度なセンサー技術の開発、業界に特化した機械学習モデルの構築、クラウドベースの予測プラットフォームの強化には、イノベーションの機会が存在します。技術系企業、業界関係者、学界の協力により、この分野の大幅な進歩が期待できます。市場はダイナミックで競争が激化しており、差別化と戦略的パートナーシップによる成長の余地は十分にあります。市場動向への機敏なアプローチと研究開発への投資により、企業は予知保全の進歩の最前線に立ち、デジタル予測パラダイムの変革の可能性を活用することができます。

市場力学：急速に進化する予知保全市場の主要市場インサイトを公開

予知保全市場は、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
  • インダストリー4.0による生産ラインの機械化・自動化への投資の増加
  • 資産追跡とリアルタイム監視技術の継続的展開
  • 各国政府機関による安全規制の強化
• 市場抑制要因
  • 統合と実装に伴う複雑さとコスト
• 市場機会
  • AI、IoT、検査技術の統合による予知保全の改善
  • デジタルツインベースの予知保全システムの登場と開発
• 市場の課題
  • データセキュリティとプライバシーへの懸念

ポーターのファイブフォース：予知保全市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、予知保全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：予知保全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、予知保全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。

市場シェア分析予知保全市場における競合情勢の把握

予知保全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な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・マトリックス予知保全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、予知保全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。

戦略分析と推奨予知保全市場における成功への道筋を描く

予知保全市場の戦略分析は、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に基づいた意思決定を行う上で役立つ重要な質問にも回答しています：

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
    • インダストリー4.0による生産ラインの機械化と自動化への投資増加
    • 資産追跡およびリアルタイム監視技術の継続的な導入
    • 各国政府機関による安全規制の強化
  • 抑制要因
    • 統合と実装に伴う複雑さとコスト
  • 機会
    • AI、IoT、検査技術の統合による予知保全の改善
    • デジタルツインベースの予知保全システムの出現と開発
  • 課題
    • データセキュリティとプライバシーに関する懸念
• 市場セグメンテーション分析
  • コンポーネント：予期せぬ機械の故障を大幅に削減できるため、予知保全ソリューションの需要が高まっています。
  • エンドユーザー：車両と輸送システムが効率的かつ安全に動作することを保証するため、自動車および輸送部門での採用が増加しています。
• 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 予知保全市場：コンポーネント別

• サービス
  • マネージドサービス
  • プロフェッショナルサービス
    • コンサルティング
    • サポートとメンテナンス
    • システム統合
• ソリューション
  • 統合型
  • スタンドアロン

第7章 予知保全市場：展開別

• クラウド上
• オンプレミス

第8章 予知保全市場：用途別

• 電気検査
• オイル分析
• 熱画像
• 超音波放射
• 振動解析

第9章 予知保全市場：組織規模別

• 大企業
• 中小企業

第10章 予知保全市場：エンドユーザー別

• 航空宇宙および防衛
• 自動車・輸送
• 銀行、金融サービス、保険
• 建築、建設、不動産
• 消費財・小売
• 教育
• エネルギー・公益事業
• 政府および公共部門
• ヘルスケアとライフサイエンス
• 情報技術と通信
• 製造業
• メディアとエンターテイメント
• 旅行・ホスピタリティ

第11章 南北アメリカの予知保全市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域の予知保全市場

• 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13章 欧州・中東・アフリカの予知保全市場

• 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14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
  • インフィニオンテクノロジーズAGは、Aurora Labsと提携して、自動車向け予知保全アプリケーションに新たなレベルの安全性をもたらしました。
  • ONYX Insightが高度な予知保全ソリューションを拡張し、bp Wind Energyの米国事業を強化
  • AperiaがHalo Connectを拡張し、優れたリアルタイム機器監視を実現
  • StratioとFreeway Transportの提携により予知保全を通じて効率性が向上
  • SKFがPresensoを買収し、ダウンタイムとコストを削減する予知保全を革新
  • ModelonとiQuantのデジタルツインソリューションが予知保全を推進
  • シェフラー、エコアダプトの戦略的買収により予知保全の能力を強化
  • Viking Analytics、世界展開を加速させるためシリーズA資金調達で300万ユーロを確保
  • パプリマインダストリーズ、メンテナンス業務に革命を起こすIoTベースの予測プログラムを発表
• 戦略分析と提言

企業一覧

• Altair Engineering Inc.
• Amazon Web Services, Inc.
• Asystom
• C3.ai, Inc.
• Databricks, Inc.
• DINGO Software Pty. Ltd.
• Fiix Inc. by Rockwell Automation, Inc.
• General Electric Company
• Hitachi, Ltd.
• Honeywell International Inc.
• Infineon Technologies AG
• Intel Corporation
• International Business Machines Corporation
• Limble Solutions, LLC
• Micro Focus International PLC by Open Text Corporation
• Microsoft Corporation
• NVIDIA Corporation
• Operational Excellence（OPEX）Group Ltd.
• Oracle Corporation
• Robert Bosch GmbH
• SAP SE
• Schneider Electric SE
• Siemens AG
• Software AG
• SparkCognition, Inc.
• Splunk Inc.
• TIBCO Software Inc. by Cloud Software Group, Inc.
• TWI Ltd.
• Uptake Technologies Inc.

LIST OF FIGURES

• FIGURE 1. PREDICTIVE MAINTENANCE MARKET RESEARCH PROCESS
• FIGURE 2. PREDICTIVE MAINTENANCE MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. PREDICTIVE MAINTENANCE MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. PREDICTIVE MAINTENANCE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. PREDICTIVE MAINTENANCE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. PREDICTIVE MAINTENANCE MARKET DYNAMICS
• TABLE 7. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY CONSULTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY SYSTEM INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY INTEGRATED, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY STANDALONE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ELECTRICAL INSPECTIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY OIL ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY THERMAL IMAGING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ULTRASOUND EMISSIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY VIBRATION ANALYSIS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY SMALL & MEDIUM-SIZE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY AEROSPACE & DEFENSE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY AUTOMOTIVE & TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY BUILDING, CONSTRUCTION & REAL ESTATE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY CONSUMER GOODS & RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY INFORMATION TECHNOLOGY & TELECOMMUNICATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 43. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 44. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 45. GLOBAL PREDICTIVE MAINTENANCE MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 46. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 47. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 48. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 49. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 50. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 51. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 52. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 53. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 54. AMERICAS PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 55. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 56. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 57. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 58. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 59. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 60. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 61. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 62. ARGENTINA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 63. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 64. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 65. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 66. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 67. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 68. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 69. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 70. BRAZIL PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 71. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 72. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 73. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 74. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 75. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 76. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 77. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 78. CANADA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 79. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 80. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 81. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 82. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 83. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 84. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 85. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 86. MEXICO PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 87. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 88. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 89. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 90. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 91. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 92. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 93. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 94. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 95. UNITED STATES PREDICTIVE MAINTENANCE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 96. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 97. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 98. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 99. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 100. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 101. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 102. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 103. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 104. ASIA-PACIFIC PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 105. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 106. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 107. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 108. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 109. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 110. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 111. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 112. AUSTRALIA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 113. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 114. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 115. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 116. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 117. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 118. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 119. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 120. CHINA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 121. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 122. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 123. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 124. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 125. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 126. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 127. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 128. INDIA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 129. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 130. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 131. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 132. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 133. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 134. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 135. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 136. INDONESIA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 137. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 138. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 139. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 140. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 141. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 142. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 143. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 144. JAPAN PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 145. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 146. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 147. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 148. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 149. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 150. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 151. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 152. MALAYSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 153. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 154. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 155. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 156. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 157. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 158. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 159. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 160. PHILIPPINES PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 161. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 162. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 163. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 164. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 165. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 166. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 167. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 168. SINGAPORE PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 169. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 170. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 171. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 172. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 173. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 174. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 175. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 176. SOUTH KOREA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 177. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 178. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 179. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 180. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 181. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 182. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 183. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 184. TAIWAN PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 185. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 186. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 187. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 188. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 189. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 190. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 191. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 192. THAILAND PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 193. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 194. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 195. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 196. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 197. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 198. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 199. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 200. VIETNAM PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 201. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 202. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 203. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 204. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 205. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 206. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 207. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 208. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 209. EUROPE, MIDDLE EAST & AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 210. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 211. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 212. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 213. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 214. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 215. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 216. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 217. DENMARK PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 218. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 219. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 220. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 221. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 222. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 223. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 224. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 225. EGYPT PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 226. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 227. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 228. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 229. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 230. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 231. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 232. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 233. FINLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 234. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 235. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 236. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 237. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 238. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 239. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 240. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 241. FRANCE PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 242. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 243. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 244. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 245. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 246. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 247. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 248. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 249. GERMANY PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 250. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 251. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 252. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 253. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 254. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 255. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 256. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 257. ISRAEL PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 258. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 259. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 260. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 261. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 262. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 263. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 264. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 265. ITALY PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 266. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 267. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 268. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 269. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 270. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 271. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 272. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 273. NETHERLANDS PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 274. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 275. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 276. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 277. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 278. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 279. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 280. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 281. NIGERIA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 282. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 283. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 284. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 285. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 286. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 287. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 288. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 289. NORWAY PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 290. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 291. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 292. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 293. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 294. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 295. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 296. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 297. POLAND PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 298. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 299. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 300. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 301. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 302. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 303. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 304. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 305. QATAR PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 306. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 307. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 308. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 309. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 310. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 311. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 312. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 313. RUSSIA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 314. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 315. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 316. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 317. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 318. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 319. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 320. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 321. SAUDI ARABIA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 322. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 323. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 324. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 325. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 326. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 327. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 328. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
• TABLE 329. SOUTH AFRICA PREDICTIVE MAINTENANCE MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 330. SPAIN PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 331. SPAIN PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 332. SPAIN PREDICTIVE MAINTENANCE MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2030 (USD MILLION)
• TABLE 333. SPAIN PREDICTIVE MAINTENANCE MARKET SIZE, BY SOLUTIONS, 2018-2030 (USD MILLION)
• TABLE 334. SPAIN PREDICTIVE MAINTENANCE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 335. SPAIN PREDICTIVE MAINTENANCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 336. SPAIN PREDICTIVE MAINTENANCE MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLIO

The Predictive Maintenance Market was valued at USD 10.64 billion in 2023, expected to reach USD 13.09 billion in 2024, and is projected to grow at a CAGR of 24.02%, to USD 48.07 billion by 2030.

Predictive maintenance is a proactive approach that leverages data analytics and real-time monitoring to predict equipment failures before they occur, optimizing maintenance schedules and reducing downtime. Its necessity arises from the increasing demand for operational efficiency and cost-effectiveness in industries such as manufacturing, transportation, and energy. By applying machine learning algorithms and IoT-enabled sensors, predictive maintenance systems can forecast potential equipment malfunctions, minimizing the risk of acute failures and extending asset lifecycles. End-use scope spans across sectors including automotive, aerospace, and utilities, where avoiding unscheduled downtime is critical. Key growth factors include technological advancements in AI and IoT, the rising adoption of Industry 4.0, and the need for competitive advantage through efficient resource management. Latest opportunities lie in expanding markets such as Asia-Pacific, where industrial digitization is gaining momentum, and in sectors like smart buildings where predictive maintenance can enhance facility management. Companies that invest in integrated predictive solutions with user-friendly interfaces and robust data analytics stand to gain considerable market share. However, limitations such as high initial implementation costs, data privacy concerns, and the need for skilled personnel to manage complex systems pose challenges to market growth. To counter these, businesses are encouraged to develop scalable solutions and focus on enhancing cybersecurity measures. Innovation opportunities exist in developing advanced sensor technologies, creating industry-specific machine learning models, and enhancing cloud-based predictive platforms. Collaborative efforts between tech companies, industry players, and academia can drive substantial advancements in this field. The market is dynamic and increasingly competitive, with ample room for growth through differentiation and strategic partnerships. An agile approach to market trends and investing in R&D can place businesses at the forefront of predictive maintenance advancements, tapping into the transformative potential of digital predictive paradigms.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Predictive Maintenance Market

The Predictive Maintenance 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
  • Rising investments in mechanizing and automating production lines with Industry 4.0
  • Ongoing deployment of asset tracking and real-time monitoring technologies
  • Increasing safety regulations imposed by government agencies across economies
• Market Restraints
  • Complexities and costs associated with integration and implementation
• Market Opportunities
  • Improvements in predictive maintenance through integration of AI, IoT, and inspection technologies
  • Emergence and development of digital twin-based predictive maintenance systems
• Market Challenges
  • Concerns looming around data security and privacy

Porter's Five Forces: A Strategic Tool for Navigating the Predictive Maintenance Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Predictive Maintenance 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 Predictive Maintenance Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Predictive Maintenance 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 Predictive Maintenance Market

A detailed market share analysis in the Predictive Maintenance 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 Predictive Maintenance Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Predictive Maintenance 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 Predictive Maintenance Market

A strategic analysis of the Predictive Maintenance 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 Predictive Maintenance Market, highlighting leading vendors and their innovative profiles. These include Altair Engineering Inc., Amazon Web Services, Inc., Asystom, C3.ai, Inc., Databricks, Inc., DINGO Software Pty. Ltd., Fiix Inc. by Rockwell Automation, Inc., General Electric Company, Hitachi, Ltd., Honeywell International Inc., Infineon Technologies AG, Intel Corporation, International Business Machines Corporation, Limble Solutions, LLC, Micro Focus International PLC by Open Text Corporation, Microsoft Corporation, NVIDIA Corporation, Operational Excellence (OPEX) Group Ltd., Oracle Corporation, Robert Bosch GmbH, SAP SE, Schneider Electric SE, Siemens AG, Software AG, SparkCognition, Inc., Splunk Inc., TIBCO Software Inc. by Cloud Software Group, Inc., TWI Ltd., and Uptake Technologies Inc..

Market Segmentation & Coverage

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

• Based on Component, market is studied across Services and Solutions. The Services is further studied across Managed Services and Professional Services. The Professional Services is further studied across Consulting, Support & Maintenance, and System Integration. The Solutions is further studied across Integrated and Standalone.
• Based on Deployment, market is studied across On-Cloud and On-Premise.
• Based on Application, market is studied across Electrical Inspections, Oil Analysis, Thermal Imaging, Ultrasound Emissions, and Vibration Analysis.
• Based on Organization Size, market is studied across Large Enterprises and Small & Medium-size Enterprises.
• Based on End-User, market is studied across Aerospace & Defense, Automotive & Transportation, Banking, Financial Services & Insurance, Building, Construction & Real Estate, Consumer Goods & Retail, Education, Energy & Utilities, Government & Public Sector, Healthcare & Life Sciences, Information Technology & Telecommunication, Manufacturing, Media & Entertainment, and Travel & Hospitality.
• 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. Rising investments in mechanizing and automating production lines with Industry 4.0
    • 5.1.1.2. Ongoing deployment of asset tracking and real-time monitoring technologies
    • 5.1.1.3. Increasing safety regulations imposed by government agencies across economies
  • 5.1.2. Restraints
    • 5.1.2.1. Complexities and costs associated with integration and implementation
  • 5.1.3. Opportunities
    • 5.1.3.1. Improvements in predictive maintenance through integration of AI, IoT, and inspection technologies
    • 5.1.3.2. Emergence and development of digital twin-based predictive maintenance systems
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns looming around data security and privacy
• 5.2. Market Segmentation Analysis
  • 5.2.1. Component: Rising demand for predictive maintenance solutions due to their ability to significantly reduce unexpected machinery breakdowns
  • 5.2.2. End-User: Rising adoption in the automotive & transportation sector to ensure vehicles and transport systems operate efficiently and safely.
• 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. Predictive Maintenance Market, by Component

• 6.1. Introduction
• 6.2. Services
  • 6.2.1. Managed Services
  • 6.2.2. Professional Services
    • 6.2.2.1. Consulting
    • 6.2.2.2. Support & Maintenance
    • 6.2.2.3. System Integration
• 6.3. Solutions
  • 6.3.1. Integrated
  • 6.3.2. Standalone

7. Predictive Maintenance Market, by Deployment

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

8. Predictive Maintenance Market, by Application

• 8.1. Introduction
• 8.2. Electrical Inspections
• 8.3. Oil Analysis
• 8.4. Thermal Imaging
• 8.5. Ultrasound Emissions
• 8.6. Vibration Analysis

9. Predictive Maintenance Market, by Organization Size

• 9.1. Introduction
• 9.2. Large Enterprises
• 9.3. Small & Medium-size Enterprises

10. Predictive Maintenance Market, by End-User

• 10.1. Introduction
• 10.2. Aerospace & Defense
• 10.3. Automotive & Transportation
• 10.4. Banking, Financial Services & Insurance
• 10.5. Building, Construction & Real Estate
• 10.6. Consumer Goods & Retail
• 10.7. Education
• 10.8. Energy & Utilities
• 10.9. Government & Public Sector
• 10.10. Healthcare & Life Sciences
• 10.11. Information Technology & Telecommunication
• 10.12. Manufacturing
• 10.13. Media & Entertainment
• 10.14. Travel & Hospitality

11. Americas Predictive Maintenance Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Predictive Maintenance Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Predictive Maintenance Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
  • 14.3.1. Infineon Technologies AG partnered with Aurora Labs to bring a new level of safety to predictive maintenance applications for vehicles
  • 14.3.2. ONYX Insight Expands Advanced Predictive Maintenance Solutions to Enhance bp Wind Energy's U.S. Operations
  • 14.3.3. Aperia Expands Halo Connect for Superior Real-Time Equipment Monitoring
  • 14.3.4. Stratio and Freeway Transport's Partnership Enhances Efficiency through Predictive Maintenance
  • 14.3.5. SKFAcquired Presenso, Revolutionizing Predictive Maintenance for Reduced Downtime and Costs
  • 14.3.6. Modelon and iQuant's Digital Twin Solutions Propel Predictive Maintenance
  • 14.3.7. Schaeffler Enhances Predictive Maintenance Capabilities through Strategic Acquisition of Eco-Adapt
  • 14.3.8. Viking Analytics Secures EUR 3 Million in Series A Funding to Fuel Global Expansion
  • 14.3.9. Paprima Industries' Launched IoT-Based Predictive Program to Revolutionize Maintenance Tasks
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Altair Engineering Inc.
• 2. Amazon Web Services, Inc.
• 3. Asystom
• 4. C3.ai, Inc.
• 5. Databricks, Inc.
• 6. DINGO Software Pty. Ltd.
• 7. Fiix Inc. by Rockwell Automation, Inc.
• 8. General Electric Company
• 9. Hitachi, Ltd.
• 10. Honeywell International Inc.
• 11. Infineon Technologies AG
• 12. Intel Corporation
• 13. International Business Machines Corporation
• 14. Limble Solutions, LLC
• 15. Micro Focus International PLC by Open Text Corporation
• 16. Microsoft Corporation
• 17. NVIDIA Corporation
• 18. Operational Excellence (OPEX) Group Ltd.
• 19. Oracle Corporation
• 20. Robert Bosch GmbH
• 21. SAP SE
• 22. Schneider Electric SE
• 23. Siemens AG
• 24. Software AG
• 25. SparkCognition, Inc.
• 26. Splunk Inc.
• 27. TIBCO Software Inc. by Cloud Software Group, Inc.
• 28. TWI Ltd.
• 29. Uptake Technologies Inc.