시장보고서
상품코드
1465850

세계의 운영 예지보전 시장 보고서(2024년)

Operational Predictive Maintenance Global Market Report 2024

발행일: | 리서치사: The Business Research Company | 페이지 정보: 영문 175 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    


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운영 예지보전 시장 규모는 향후 수년간 비약적인 성장이 전망됩니다. 2028년에는 연평균 성장률(CAGR) 26.3%로 186억 2,000만 달러로 성장합니다. 예측 기간 중 예상되는 성장은 새로운 산업 및 용도로의 확장, 사전 예방적 유지보수 솔루션에 대한 수요 증가, 신흥 국가 시장 침투, 예지보전 기법 채택, 지속가능성 및 에너지 효율성에 대한 관심 증가 등 여러 요인에 기인하는 것으로 보입니다. 예측 기간 중 예상되는 주요 동향으로는 IoT 센서와 데이터 분석의 통합, 머신러닝 알고리즘의 채택, 다양한 산업 분야에서의 용도 확대, 클라우드 기반 플랫폼의 개발, 기업 자산 관리 시스템과의 통합 등이 있습니다.

운영 예지보전 시장의 성장은 당분간 사물인터넷(IoT) 기기의 채택 증가에 의해 주도될 것으로 예상됩니다. 센서, 액추에이터, 가전제품과 같은 IoT 장비는 무선으로 네트워크로 연결하여 데이터를 전송합니다. 이는 고속 인터넷 연결의 보급, 산업 자동화, 공급망 관리의 발전, 데이터 분석 기능의 발전으로 인해 촉진되고 있습니다. 이러한 장비는 실시간 모니터링, 데이터 분석, 문제 조기 발견, 상태 기반 유지보수, 예측적 인사이트, 지속적인 개선을 가능하게 하는 운영 예지보전에 필수적입니다. 이를 통해 기업은 자산 성능을 최적화하고, 비용을 절감하며, 운영 효율성을 높일 수 있습니다. 예를 들어 아카마이 테크놀러지스(Akamai Technologies Inc.)는 IoT 연결이 2021년 151억에서 2025년 233억으로 증가할 것으로 예측하고 있으며, 이는 IoT 디바이스의 보급이 운영 예지보전 시장을 주도할 것으로 예상하고 있습니다.

운영 예지보전 시장의 주요 기업은 AI 기반 예지보전 솔루션과 같은 혁신적인 AI 기술을 활용하여 예지보전 프로세스의 정확성, 효율성, 효과성을 높이고 있습니다. 이러한 솔루션은 AI 및 ML(머신러닝) 기술을 활용하여 인터넷 기반 클라우드 연결에 의존하지 않고 로컬에서 산업 장비의 상태를 모니터링합니다. 예를 들어 QuickLogic Corporation은 2021년 5월 QuickLogic EOS S3 플랫폼과 SensiML Analytics Toolkit을 활용한 AI 기반 예지보전 솔루션을 발표했습니다. 이 솔루션은 AI와 ML 기술을 통합하여 제조 장비를 모니터링하고 정상 작동과 비정상 작동을 구분합니다. 모바일 시장과 IoT 용도을 위해 설계된 이 플랫폼은 저전력 소비를 실현하고 다양한 오픈소스 소프트웨어와 하드웨어를 지원하여 빠르고 효율적인 솔루션 개발이 용이합니다.

목차

제1장 주요 요약

제2장 시장의 특징

제3장 시장 동향과 전략

제4장 거시경제 시나리오

  • 고인플레이션이 시장에 미치는 영향
  • 우크라이나·러시아 전쟁이 시장에 미치는 영향
  • 시장에 대한 COVID-19의 영향

제5장 세계 시장 규모와 성장

  • 세계의 운영 예지보전 시장 촉진요인과 억제요인
    • 시장 촉진요인
    • 시장 억제요인
  • 세계의 운영 예지보전 시장의 실적 : 규모와 성장, 2018-2023
  • 세계의 운영 예지보전 시장 예측 : 규모와 성장, 2023-2028, 2033F

제6장 시장 세분화

  • 세계의 운영 예지보전 시장 : 유형별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 소프트웨어
  • 서비스
  • 세계의 운영 예지보전 시장 도입 모델별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 클라우드
  • 온프레미스
  • 세계의 운영 예지보전 시장 : 기술별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 기계학습
  • 딥러닝
  • 빅데이터와 분석
  • 세계의 운영 예지보전 시장 : 최종사용자별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 공공 부문
  • 자동차
  • 제조업
  • 헬스케어
  • 에너지와 유틸리티
  • 운송기관
  • 기타 최종사용자

제7장 지역별·국가별 분석

  • 세계의 운영 예지보전 시장 : 지역별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 세계의 운영 예지보전 시장 : 국가별, 실적과 예측, 2018-2023, 2023-2028F, 2033F

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 개요

  • 운영 예지보전 시장 : 경쟁 구도
  • 운영 예지보전 시장 : 기업 개요
    • Google LLC
    • Microsoft Corporation
    • Robert Bosch GmbH
    • Hitachi Ltd.
    • Amazon Web Services Inc.

제31장 기타 대기업과 혁신적 기업

  • The International Business Machines Corporation
  • General Electric Company
  • Schneider Electric SE
  • SAP SE
  • Svenska Kullagerfabriken AB
  • Rockwell Automation Inc.
  • SAS Institute Inc.
  • Micro Focus
  • Splunk Inc.
  • PTC Inc.
  • Software AG
  • TIBCO Software Inc.
  • C3.ai Inc
  • Softweb Solutions Inc
  • Fiix Software

제32장 경쟁 벤치마킹

제33장 경쟁 대시보드

제34장 주요 합병과 인수

제35장 전망과 잠재적 분석

제36장 부록

KSA 24.05.07

Operational Predictive Maintenance (OPM) is a proactive maintenance strategy that leverages data analytics, machine learning, and predictive modeling techniques to forecast equipment failures or maintenance requirements before they occur. The objective of OPM is to minimize downtime, reduce maintenance costs, and optimize the efficiency and reliability of equipment and processes.

The primary types of Operational Predictive Maintenance include software and services. Software encompasses a collection of programs, instructions, and data that enable computers and other electronic devices to perform specific tasks, functions, or operations. It can be deployed in the cloud or on-premise and utilizes various technologies such as machine learning, deep learning, big data, and analytics. It is utilized by various end-users, including the public sector, automotive, manufacturing, healthcare, energy and utilities, transportation, and others.

The operational predictive maintenance market research report is one of a series of new reports from The Business Research Company that provides operational predictive maintenance market statistics, including operational predictive maintenance industry global market size, regional shares, competitors with an operational predictive maintenance market share, detailed operational predictive maintenance market segments, market trends and opportunities, and any further data you may need to thrive in the operational predictive maintenance industry. This operational predictive maintenance market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The operational predictive maintenance market size has grown exponentially in recent years. It will grow from $5.78 billion in 2023 to $7.31 billion in 2024 at a compound annual growth rate (CAGR) of 26.5%. The growth observed during the historic period can be attributed to several factors, including cost savings resulting from reduced downtime and maintenance costs, improved asset reliability and performance, enhanced safety and risk mitigation measures, regulatory compliance requirements, and a growing awareness of the benefits of predictive maintenance.

The operational predictive maintenance market size is expected to see exponential growth in the next few years. It will grow to $18.62 billion in 2028 at a compound annual growth rate (CAGR) of 26.3%. The anticipated growth in the forecast period can be attributed to several factors, including expansion into new industries and applications, increasing demand for proactive maintenance solutions, market penetration in emerging economies, adoption of predictive maintenance practices, and a heightened focus on sustainability and energy efficiency initiatives. Major trends expected in the forecast period include the integration of IoT sensors and data analytics, adoption of machine learning algorithms, expansion of applications across various industries, development of cloud-based platforms, and integration with enterprise asset management systems.

The growth of the operational predictive maintenance market is expected to be driven by the increasing adoption of IoT (Internet of Things) devices in the foreseeable future. IoT devices, including sensors, actuators, and appliances, connect wirelessly to networks and transmit data, facilitated by widespread high-speed internet connectivity, industrial automation, supply chain management advancements, and data analytics capabilities. These devices are integral to operational predictive maintenance, enabling real-time monitoring, data analytics, early issue detection, condition-based maintenance, predictive insights, and continuous improvement. They help organizations optimize asset performance, reduce costs, and enhance operating efficiency. For example, Akamai Technologies Inc. predicts that IoT connections will rise from 15.1 billion in 2021 to 23.3 billion by 2025, illustrating the increasing prevalence of IoT devices driving the operational predictive maintenance market.

Leading companies in the operational predictive maintenance market are leveraging innovative AI technologies, such as AI-based predictive maintenance solutions, to enhance the accuracy, efficiency, and effectiveness of predictive maintenance processes. These solutions utilize AI or ML (machine learning) technology to monitor industrial equipment condition locally, without relying on internet-based cloud connections. QuickLogic Corporation, for instance, introduced an AI-based predictive maintenance solution in May 2021, leveraging the QuickLogic EOS S3 Platform and SensiML Analytics Toolkit. This solution integrates AI and ML technology to monitor manufacturing equipment, distinguishing between normal and abnormal operations. The platform, designed for mobile markets and IoT applications, offers low-power consumption and supports a wide range of open-source software and hardware, facilitating rapid and efficient solution development.

In March 2023, Schaeffler Group, a German automotive industry company, acquired ECO-Adapt SAS to bolster its presence in the growing predictive maintenance market. This strategic move aims to expand Schaeffler's service offerings, strengthen its market position, and contribute to its customers' sustainable future. ECO-Adapt SAS, based in France, specializes in energy monitoring and predictive maintenance services.

Major companies operating in the operational predictive maintenance market are Google LLC, Microsoft Corporation, Robert Bosch GmbH, Hitachi Ltd., Amazon Web Services Inc., The International Business Machines Corporation, General Electric Company, Schneider Electric SE, SAP SE, Svenska Kullagerfabriken AB, Rockwell Automation Inc., SAS Institute Inc., Micro Focus, Splunk Inc., PTC Inc., Software AG, TIBCO Software Inc., C3.ai Inc, Softweb Solutions Inc, Fiix Software, Uptake Technologies Inc., eMaint Enterprises LLC, Seebo Interactive Ltd., Asystom, Ecolibrium Energy

North America was the largest region in the operational predictive maintenance market in 2023. The regions covered in the operational predictive maintenance market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the operational predictive maintenance market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The operational predictive maintenance market includes revenues earned by entities by providing services such as data analytics and modeling, predictive maintenance modeling, condition monitoring, failure prediction and diagnostics, performance monitoring and optimization, and training and support. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Operational Predictive Maintenance Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on operational predictive maintenance market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for operational predictive maintenance ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The operational predictive maintenance market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By Type: Software; Services
  • 2) By Deployment Model: Cloud; On-Premise
  • 3) By Technology: Machine Learning; Deep Learning; Big Data And Analytics
  • 4) By End User: Public Sector; Automotive; Manufacturing; Healthcare; Energy And Utility; Transportation; Other End Users
  • Companies Mentioned: Google LLC; Microsoft Corporation; Robert Bosch GmbH; Hitachi Ltd.; Amazon Web Services Inc.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Operational Predictive Maintenance Market Characteristics

3. Operational Predictive Maintenance Market Trends And Strategies

4. Operational Predictive Maintenance Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Operational Predictive Maintenance Market Size and Growth

  • 5.1. Global Operational Predictive Maintenance Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Operational Predictive Maintenance Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Operational Predictive Maintenance Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Operational Predictive Maintenance Market Segmentation

  • 6.1. Global Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Software
  • Services
  • 6.2. Global Operational Predictive Maintenance Market, Segmentation By Deployment Model, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud
  • On-Premise
  • 6.3. Global Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Machine Learning
  • Deep Learning
  • Big Data And Analytics
  • 6.4. Global Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Public Sector
  • Automotive
  • Manufacturing
  • Healthcare
  • Energy And Utility
  • Transportation
  • Other End Users

7. Operational Predictive Maintenance Market Regional And Country Analysis

  • 7.1. Global Operational Predictive Maintenance Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Operational Predictive Maintenance Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Operational Predictive Maintenance Market

  • 8.1. Asia-Pacific Operational Predictive Maintenance Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Operational Predictive Maintenance Market

  • 9.1. China Operational Predictive Maintenance Market Overview
  • 9.2. China Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Operational Predictive Maintenance Market

  • 10.1. India Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Operational Predictive Maintenance Market

  • 11.1. Japan Operational Predictive Maintenance Market Overview
  • 11.2. Japan Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Operational Predictive Maintenance Market

  • 12.1. Australia Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Operational Predictive Maintenance Market

  • 13.1. Indonesia Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Operational Predictive Maintenance Market

  • 14.1. South Korea Operational Predictive Maintenance Market Overview
  • 14.2. South Korea Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Operational Predictive Maintenance Market

  • 15.1. Western Europe Operational Predictive Maintenance Market Overview
  • 15.2. Western Europe Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Operational Predictive Maintenance Market

  • 16.1. UK Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Operational Predictive Maintenance Market

  • 17.1. Germany Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Operational Predictive Maintenance Market

  • 18.1. France Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Operational Predictive Maintenance Market

  • 19.1. Italy Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Operational Predictive Maintenance Market

  • 20.1. Spain Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Operational Predictive Maintenance Market

  • 21.1. Eastern Europe Operational Predictive Maintenance Market Overview
  • 21.2. Eastern Europe Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Operational Predictive Maintenance Market

  • 22.1. Russia Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Operational Predictive Maintenance Market

  • 23.1. North America Operational Predictive Maintenance Market Overview
  • 23.2. North America Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Operational Predictive Maintenance Market

  • 24.1. USA Operational Predictive Maintenance Market Overview
  • 24.2. USA Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Operational Predictive Maintenance Market

  • 25.1. Canada Operational Predictive Maintenance Market Overview
  • 25.2. Canada Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Operational Predictive Maintenance Market

  • 26.1. South America Operational Predictive Maintenance Market Overview
  • 26.2. South America Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Operational Predictive Maintenance Market

  • 27.1. Brazil Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Operational Predictive Maintenance Market

  • 28.1. Middle East Operational Predictive Maintenance Market Overview
  • 28.2. Middle East Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Operational Predictive Maintenance Market

  • 29.1. Africa Operational Predictive Maintenance Market Overview
  • 29.2. Africa Operational Predictive Maintenance Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Operational Predictive Maintenance Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Operational Predictive Maintenance Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Operational Predictive Maintenance Market Competitive Landscape And Company Profiles

  • 30.1. Operational Predictive Maintenance Market Competitive Landscape
  • 30.2. Operational Predictive Maintenance Market Company Profiles
    • 30.2.1. Google LLC
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Microsoft Corporation
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Robert Bosch GmbH
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Hitachi Ltd.
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. Amazon Web Services Inc.
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Operational Predictive Maintenance Market Other Major And Innovative Companies

  • 31.1. The International Business Machines Corporation
  • 31.2. General Electric Company
  • 31.3. Schneider Electric SE
  • 31.4. SAP SE
  • 31.5. Svenska Kullagerfabriken AB
  • 31.6. Rockwell Automation Inc.
  • 31.7. SAS Institute Inc.
  • 31.8. Micro Focus
  • 31.9. Splunk Inc.
  • 31.10. PTC Inc.
  • 31.11. Software AG
  • 31.12. TIBCO Software Inc.
  • 31.13. C3.ai Inc
  • 31.14. Softweb Solutions Inc
  • 31.15. Fiix Software

32. Global Operational Predictive Maintenance Market Competitive Benchmarking

33. Global Operational Predictive Maintenance Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Operational Predictive Maintenance Market

35. Operational Predictive Maintenance Market Future Outlook and Potential Analysis

  • 35.1 Operational Predictive Maintenance Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Operational Predictive Maintenance Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Operational Predictive Maintenance Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer
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