글로벌 예지보전 시장 (2023-2030) : 솔루션, 서비스

■ 영문 제목 : Predictive Maintenance Market Size, Share & Trends Analysis Report By Component, By Solution, By Service, By Deployment, By Enterprise Size, By Monitoring Technique, By End-use, By Region, And Segment Forecasts, 2023 - 2030

Grand View Research가 발행한 조사보고서이며, 코드는 GRV23NOV266 입니다.■ 상품코드 : GRV23NOV266
■ 조사/발행회사 : Grand View Research
■ 발행일 : 2023년 9월
■ 페이지수 : 150
■ 작성언어 : 영어
■ 보고서 형태 : PDF
■ 납품 방식 : E메일 (납기:3일)
■ 조사대상 지역 : 세계
■ 산업 분야 : 차세대 기술
■ 판매가격 / 옵션 (부가세 10% 별도)
Single User (1인 열람용)USD4,950 ⇒환산₩6,682,500견적의뢰/주문/질문
Multi User (5인 열람용)USD5,950 ⇒환산₩8,032,500견적의뢰/주문/질문
Global/corporate License (기업 열람용)USD7,950 ⇒환산₩10,732,500견적의뢰/구입/질문
가격옵션 설명
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글로벌 예지보전 시장의 성장과 동향
Grand View Research사의 최신 연구에 따르면, 세계의 예지보전 시장 규모는 2023년부터 2030년까지 연평균 29. 5%의 성장률을 기록하여 2030년에는 6001억3000만 달러에 달할 것으로 예측됩니다. AI 및 ML 기술은 과거 데이터를 분석하여 패턴을 식별하고 정확한 기계 고장 및 유지 보수를 예측할 수 있으며, AI 기술은 더 많은 데이터를 수신하여 예측 유지 보수 솔루션의 정확성과 신뢰성을 향상시켜 기업이 기계 고장 및 생산 중단을 방지할 수 있도록 도와줍니다. 기업이 기계 고장 및 생산 중단을 줄이고 운영 효율성과 생산성을 향상시키는 데 도움이 되기 때문에 시간이 지남에 따라 지속적으로 개선될 것으로 보입니다.

많은 기업들이 예지보전 솔루션 도입의 잠재적 이점을 인식하기 시작하면서 의료, 에너지, 운송 및 기타 산업에서 예지보전 솔루션의 적용이 시장 성장을 촉진하는 주요 요인으로 작용하고 있습니다. 기업들은 운영의 우수성을 확보하기 위해 디지털 혁신을 선택하고 있으며, 이러한 추세는 IoT, AI, ML과 같은 기술과 통합된 예지보전 솔루션의 채택을 더욱 가속화할 것으로 보입니다. 그러나 이러한 한계에는 데이터 가격, 복잡한 대화 프로세스, 기술 격차 등에 대한 우려도 포함됩니다.

예지보전 솔루션 제공업체들은 지속적으로 제공하는 기능을 개선하며 시장을 주도하고 있습니다. 예지보전 시스템과 자산 관리, 기업 자원 계획, 상태 모니터링과 같은 스마트 기술의 결합과 같은 통합 플랫폼은 소비자 채택률이 증가하고 있습니다. 이러한 솔루션을 통해 기업은 데이터 기반 의사결정을 촉진하고 효율성과 생산성을 향상시키며 자원을 최적화할 수 있습니다.

클라우드 컴퓨팅 기술의 발전은 예측 메인라인 시장에 긍정적인 영향을 미치고 있습니다. 클라우드 기반 솔루션은 인프라를 관리하고 기계에 통합된 센서에서 생성된 대량의 데이터를 처리하는 데 있어 확장성과 유연성을 제공하기 때문입니다. 클라우드 기반 예지보전 솔루션의 제공은 IT 인프라에 필요한 비용을 없애기 때문에 더 많은 대상, 특히 중소기업이 쉽게 접근할 수 있게 해줍니다. 예지보전 시장의 또 다른 큰 트렌드는 증강현실(AR), 가상현실(VR) 등의 기술 통합입니다. 이 기술을 통해 기술자는 장비의 상태 데이터와 수리 및 유지보수 절차를 시각화할 수 있으며, AR 및 VR 도구는 오류 가능성을 줄임으로써 수리 작업의 효율성과 효과를 더욱 향상시킬 수 있습니다.

예지보전 시장 보고서 하이라이트

- 서비스 부문은 2023년부터 2030년까지 31.0%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 서비스 부문의 성장은 서비스 제공업체가 수치 평가를 통해 장비의 고장 및 수리 필요성을 예측하는 예측 모델을 개발했기 때문입니다.

- 통합 부문은 2023~2030년 29. 5%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 통합 부문의 성장은 효율성과 생산성을 향상시킬 수 있는 ERP 및 CRM 통합 솔루션에 기인합니다.

- 교육 및 컨설팅 부문은 2023년부터 2030년까지 31. 5%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 교육 및 컨설팅 분야의 성장은 사용 중인 기계, 유지보수 정보, 워크플로우 등의 요소를 고려하여 다양한 비즈니스에 대응할 수 있도록 맞춤화된 예지보전 전략에 기인합니다.

- 클라우드 부문은 2023년부터 2030년까지 37. 9%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 클라우드 부문의 성장은 대량의 데이터를 분석하여 예상 기계 고장 유지보수/수리 일정에 대한 정확한 정보를 제공할 수 있는 능력 등에 기인합니다.

- 중소기업은 2023년부터 2030년까지 31. 6%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 중소기업의 성장은 클라우드 기반 예지보전 솔루션의 낮은 비용으로 중소기업이 IT 인프라에 대한 선투자를 피할 수 있기 때문으로 분석됩니다.

- 석유 분석 부문은 2023년부터 2030년까지 31. 5%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 오일 분석 부문의 성장은 오일 교환, 오염 및 기타 화학적 특성의 변화와 같은 예측 페니텐스 솔루션이 제공하는 정보에 기인합니다.

- 항공우주 및 방위 분야는 2023년부터 2030년까지 30. 6%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 항공우주 및 방위 분야의 성장은 AI와 ML을 통합한 예지보전 솔루션이 자산의 상태를 사전에 모니터링하고, 잠재적인 고장을 예측하고, 수리 및 유지보수 일정을 수립할 수 있다는 점 등이 주요 요인으로 꼽히고 있습니다.

- 아시아 태평양 지역은 2023년부터 2030년까지 31. 8%의 가장 높은 CAGR을 기록할 것으로 예상됩니다. 아시아 태평양 지역의 성장은 구매력 증가, 디지털 인프라 개선, 원자재 수급이 용이하여 저렴한 예지보전 솔루션의 가용성, 5G 기술의 발전 등에 기인합니다.

- 예지보전 시장의 각 기업들은 시장에서 주도권을 잡기 위해 제휴 및 합병과 같은 전략적 이니셔티브를 추진하고 있습니다. 예를 들어, 2023년 2월, AI 기반 솔루션 검출기 공급업체인 Boone Logic은 소프트웨어 AG와 제휴하여 후자의 PartnerConnect 파트너 프로그램의 프리미어 회원으로 모든 복잡한 자산에 대한 AI 기반 고속 예측 서비스 조건을 제공했습니다. 이 파트너십을 통해 양사는 고장을 방지하기 위해 장비의 건전성 및 상태와 관련된 귀중한 통찰력을 제공하는 것을 목표로 하고 있다고 전했습니다.
■ 보고서 개요

Chapter 1. 조사 방법 및 범위
Chapter 2. 개요
Chapter 3. 시장 변동, 동향, 범위
Chapter 4. 세계의 예지보전 시장 : 구성 요소별 예측 및 동향 분석
Chapter 5. 세계의 예지보전 시장 : 솔루션별 예측 및 동향 분석
Chapter 6. 세계의 예지보전 시장 : 서비스별 예측 및 동향 분석
Chapter 7. 세계의 예지보전 시장 : 온프레미스별 예측 및 동향 분석
Chapter 8. 세계의 예지보전 시장 : 기업 규모별 예측 및 동향 분석
Chapter 9. 세계의 예지보전 시장 : 모니터링 방법별 예측 및 동향 분석
Chapter 10. 세계의 예지보전 시장 : 최종 용도별 예측 및 동향 분석
Chapter 11. 세계의 예지보전 시장 : 지역별 예측 및 동향 분석
Chapter 12. 경쟁 현황

■ 보고서 목차

Table of Contents

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

List of Tables

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