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1465850

2024 年營運預測維護全球市場報告

Operational Predictive Maintenance Global Market Report 2024

出版日期: 按訂單生產 | 出版商:

The Business Research Company | 英文 175 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄

預計營運預測維護市場規模在未來幾年將大幅成長。 2028年，將以26.3%的年複合成長率(CAGR)成長至186.2億美元。預測期內的預期成長是由新產業和應用的擴張、對主動維護解決方案的需求增加、新興國家的市場滲透、預測性維護技術的採用、永續性和能源效率推動的，這可以歸因於多種因素，包括提升。預測期內預計的主要趨勢包括物聯網感測器和資料分析的整合、機器學習演算法的採用、跨行業的應用擴展、雲端基礎的平台的開發以及與企業資產管理系統的整合等。

在可預見的未來，物聯網 (IoT) 設備的日益普及預計將推動營運預測維護市場的成長。感測器、致動器和家用電器等物聯網設備連接到網路並無線傳輸資料。普及的高速網際網路連接、工業自動化、供應鏈管理的進步和資料分析能力都促進了這一點。這些設備對於營運預測維護至關重要，可實現即時監控、資料分析、早期問題檢測、基於狀態的維護、預測洞察和持續改進。這些設備使公司能夠最佳化資產性能、降低成本並提高營運效率。例如，Akamai Technologies Inc. 預測，物聯網連接數將從 2021 年的 151 億增加到 2025 年的 233 億，這表明物聯網設備的普及不斷提高，推動了營運預測維護市場的發展。

營運預測維護市場的主要企業正在利用創新的人工智慧技術（例如基於人工智慧的預測維護解決方案）來提高預測維護流程的準確性、效率和有效性。這些解決方案利用 AI 和 ML（機器學習）技術在本地監控工業設備的運作狀況，而不依賴基於網際網路的雲端連接。例如，2021 年 5 月，QuickLogic Corporation 宣布推出基於 AI 的預測性維護解決方案，該解決方案利用 QuickLogic EOS S3 平台和 SensiML Analytics Toolkit。該解決方案整合了人工智慧和機器學習技術來監控制造設備並區分正常和異常操作。該平台專為行動市場和物聯網應用而設計，功耗低，支援廣泛的開放原始碼軟體和硬體，有助於快速高效的解決方案開發。

全球營運預測維護市場：按類型分類的績效與預測，2018-2023、2023-2028F、2033F
軟體
服務
全球營運預測維護市場表現與引入模型預測，2018-2023、2023-2028F、2033F
雲
本地
全球營運預測維護市場：依技術分類的績效與預測，2018-2023、2023-2028F、2033F
機器學習
深度學習
巨量資料和分析
全球營運預測維護市場：最終用戶的績效與預測，2018-2023、2023-2028F、2033F
公共部門
車
製造業
衛生保健
能源和公共事業
運輸
其他最終用戶

第 7 章區域/國家分析

全球營運預測維護市場：按地區分類的績效與預測，2018-2023、2023-2028F、2033F
全球營運預測維護市場：按國家/地區分類的績效和預測，2018-2023、2023-2028F、2033F

第8章亞太市場

第9章中國市場

第10章印度市場

第11章日本市場

第12章澳洲市場

第13章印尼市場

第14章韓國市場

第15章西歐市場

第16章英國市場

第17章德國市場

第18章法國市場

第19章義大利市場

第20章西班牙市場

第21章東歐市場

第22章俄羅斯市場

第23章北美市場

第24章美國市場

第25章加拿大市場

第26章南美洲市場

第27章巴西市場

第28章中東市場

第29章非洲市場

第30章競爭格局及公司概況

營運預測維修市場：競爭格局
營運預測維護市場：公司簡介
- Google LLC
- Microsoft Corporation
- Robert Bosch GmbH
- Hitachi Ltd.
- Amazon Web Services Inc.

第31章其他重大及創新企業

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

第32章競爭基準化分析

第 33 章. 競爭對手儀表板

第34章重大併購

第35章前瞻性與潛力分析

第36章附錄

簡介目錄

Product Code: r17169

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.

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