The North America predictive maintenance market is expected to grow from US$ 2,077.00 million in 2022 to US$ 8,981.43 million by 2028. It is estimated to grow at a CAGR of 27.6% from 2022 to 2028.
Increasing Focus on Energy Inspections across Industries
In recent decades, the high demand to reduce increasingly expensive energy costs and shift toward a sustainable future have made energy audits important. As energy expenditure is a major concern for industries, companies are continuously checking the energy consumption and significantly aiming to minimize it. Furthermore, energy and utility companies face significant challenges, including environmental concerns, rising operating costs, increasing consumer expectations, and changing regulatory guidelines. These challenges drive the adoption of different analytical tools. This is due to the growing need for better insight into usage and performance patterns to make better decisions. Power line inspection in the energy sector is complex, primarily due to remote locations, hard-to-reach structures, and high labor costs. In contrast, predictive maintenance through unmanned aerial inspection solves this problem, as these lightweight and inexpensive drones provide high-quality visual and sensory inspection of power transmission and distribution towers, networks, pipelines, and other hard-to-reach locations. Several companies are continuously adopting predictive maintenance models to operate their assets efficiently. Hence, the rising awareness regarding the benefits associated with the energy auditing coupled with the growing renewable energy projects boost the demand for predictive maintenance across the region.Market Overview
North America predictive maintenance market is segmented into major economies such as the US, Canada, and Mexico. The growing adoption of advanced technology such as machine learning, Internet of Things (IoT), acoustic monitoring, temperature technology, vibration analysis, motor circuit analysis, and other technologies is accelerating the growth of the predictive maintenance market. In addition, many players providing predictive maintenance solutions are strongly competing in pricing and offerings, which is anticipated to drive the market growth over the forecast period. It includes General Electric, Microsoft Corporation, IBM, Intel Corporation, Cisco, Honeywell, Dell Technologies Inc., Rockwell Automation Inc., C3.ai, Inc., Magneto Electric, Artesis, Embitel, Advanced Technology Services, Inc., TEKSUN INC., and Aspen Technology Inc. The growing initiatives for integrating artificial intelligence for predictive maintenance of critical assets into oil & gas applications are expected to drive market growth. The leading oil & gas companies such as ALGO8, Inc., Shell, ExxonMobil, and BP are approaching to have predictive maintenance for refineries, especially for the critical equipment, which would help in deciding using a system of processing and analyzing data for equipment health, operational data, process data and maintenance data. For instance, in May 2021, XTO Energy, a subsidiary of ExxonMobil, digitalized its Permian operations by using Microsoft Azure IoT technologies to collect data electronically and then using Azure solutions and Microsoft Dynamics 365 to analyze the data as a predictive maintenance strategy. Also, in March 2022, Software company C3 AI announced that Shell had scaled its predictive-maintenance program to monitor and maintain more than 10,000 pieces of equipment. As per the contract between the two companies, Artificial-intelligence (AI) predictive maintenance will be utilized to identify equipment degradation and failures.North America Predictive Maintenance Market Segmentation
The North America predictive maintenance market is segmented based on component, deployment type, technique, industry, and country.- Based on component, the North America predictive maintenance market is bifurcated into solutions and services. The solutions segment held a larger market share in 2022.
- Based on deployment type, the North America predictive maintenance market is bifurcated into cloud and on-premise. The cloud segment held a larger market share in 2022.
- Based on technique, the North America predictive maintenance market is segmented into vibration monitoring, electrical testing, oil analysis, ultrasonic leak detectors, shock pulse, infrared, and others. The vibration monitoring segment held the largest market share in 2022.
- Based on industry, the North America predictive maintenance market is segmented into manufacturing, energy & utilities, aerospace & defense, transportation & logistics, oil & gas, and others. The manufacturing segment held the largest market share in 2022.
- Based on country, the North America predictive maintenance market has been categorized into the US, Canada, and Mexico. Our regional analysis states that the US dominated the market share in 2022.
Table of Contents
1. Introduction1.1 Study Scope
1.2 Research Report Guidance
1.3 Market Segmentation
1.3.1 North America Predictive Maintenance Market - By Component
1.3.2 North America Predictive Maintenance Market - By Deployment Type
1.3.3 North America Predictive Maintenance Market - By Technique
1.3.4 North America Predictive Maintenance Market - By Industry
1.3.5 North America Predictive Maintenance Market - By Country
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. North America Predictive Maintenance Market Landscape
4.1 Market Overview
4.2 North America PEST Analysis
4.3 Ecosystem Analysis
4.4 Expert Opinion
5. North America Predictive Maintenance Market - Key Market Dynamics
5.1 Market Drivers
5.1.1 Rising Prevalence of Industry 4.0
5.1.2 Increasing Focus on Energy Inspections across Industries
5.2 Market Restraints
5.2.1 High Installation Cost
5.3 Market Opportunities
5.3.1 Growing Industrialization Across the Region
5.4 Future Trends
5.4.1 Automation through Incorporation of AI and ML
5.5 Impact Analysis of Drivers and Restraints
6. Predictive Maintenance Market - North America Analysis
6.1 North America Predictive Maintenance Market Overview
6.2 North America Predictive Maintenance Market - Revenue and Forecast to 2028 (US$ Million)
7. North America Predictive Maintenance Market Analysis - By Component
7.1 Overview
7.2 North America Predictive Maintenance Market, By Component (2021 and 2028)
7.3 Solutions
7.3.1 Overview
7.3.2 Solutions: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
7.4 Services
7.4.1 Overview
7.4.2 Services: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
8. North America Predictive Maintenance Market Analysis - By Deployment Type
8.1 Overview
8.2 North America Predictive Maintenance Market, By Deployment Type (2021 and 2028)
8.3 Cloud
8.3.1 Overview
8.3.2 Cloud: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
8.4 On-Premise
8.4.1 Overview
8.4.2 On-Premise: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
9. North America Predictive Maintenance Market Analysis - By Technique
9.1 Overview
9.2 North America Predictive Maintenance Market, By Technique (2021 and 2028)
9.3 Vibration Monitoring
9.3.1 Overview
9.3.2 Vibration Monitoring: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
9.4 Electrical Testing
9.4.1 Overview
9.4.2 Electrical Testing: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
9.5 Oil Analysis
9.5.1 Overview
9.5.2 Oil Analysis: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
9.6 Ultrasonic Leak Detectors
9.6.1 Overview
9.6.2 Ultrasonic Leak Detectors: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
9.7 Shock Pulse
9.7.1 Overview
9.7.2 Shock Pulse: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
9.8 Infrared
9.8.1 Overview
9.8.2 Infrared: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
9.9 Others
9.9.1 Overview
9.9.2 Others: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
10. North America Predictive Maintenance Market Analysis - By Industry
10.1 Overview
10.2 North America Predictive Maintenance Market Breakdown, By Industry, 2021 & 2028
10.3 Manufacturing
10.3.1 Overview
10.3.2 Manufacturing: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
10.4 Energy & Utilities
10.4.1 Overview
10.4.2 Energy & Utilities: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
10.5 Aerospace & Defense
10.5.1 Overview
10.5.2 Aerospace & Defense: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
10.6 Transportation & Logistics
10.6.1 Overview
10.6.2 Transportation & Logistics: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
10.7 Oil & Gas
10.7.1 Overview
10.7.2 Oil & Gas: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
10.8 Others
10.8.1 Overview
10.8.2 Others: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
11. North America Predictive Maintenance Market - Country Analysis
11.1 Overview
11.1.1 North America Predictive Maintenance Market Breakdown, by Country
11.1.1.1 US Predictive Maintenance Market, Revenue and Forecast to 2028
11.1.1.1.1 US Predictive Maintenance Market Breakdown, By Component
11.1.1.1.2 US Predictive Maintenance Market Breakdown, By Deployment Type
11.1.1.1.3 US Predictive Maintenance Market Breakdown, By Technique
11.1.1.1.4 US Predictive Maintenance Market Breakdown, By Industry
11.1.1.2 Canada Predictive Maintenance Market, Revenue and Forecast to 2028
11.1.1.2.1 Canada Predictive Maintenance Market Breakdown, By Component
11.1.1.2.2 Canada Predictive Maintenance Market Breakdown, By Deployment Type
11.1.1.2.3 Canada Predictive Maintenance Market Breakdown, By Technique
11.1.1.2.4 Canada Predictive Maintenance Market Breakdown, By Industry
11.1.1.3 Mexico Predictive Maintenance Market, Revenue and Forecast to 2028
11.1.1.3.1 Mexico Predictive Maintenance Market Breakdown, By Component
11.1.1.3.2 Mexico Predictive Maintenance Market Breakdown, By Deployment Type
11.1.1.3.3 Mexico Predictive Maintenance Market Breakdown, By Technique
11.1.1.3.4 Mexico Predictive Maintenance Market Breakdown, By Industry
12. Industry Landscape
12.1 Overview
12.2 Market Initiative
12.3 New Product Launch
12.4 Merger and Acquisition
13. Company Profiles
13.1 General Electric Company
13.1.1 Key Facts
13.1.2 Business Description
13.1.3 Products and Services
13.1.4 Financial Overview
13.1.5 SWOT Analysis
13.1.6 Key Developments
13.2 Hitachi, Ltd.
13.2.1 Key Facts
13.2.2 Business Description
13.2.3 Products and Services
13.2.4 Financial Overview
13.2.5 SWOT Analysis
13.2.6 Key Developments
13.3 IBM Corporation
13.3.1 Key Facts
13.3.2 Business Description
13.3.3 Products and Services
13.3.4 Financial Overview
13.3.5 SWOT Analysis
13.3.6 Key Developments
13.4 Microsoft Corporation
13.4.1 Key Facts
13.4.2 Business Description
13.4.3 Products and Services
13.4.4 Financial Overview
13.4.5 SWOT Analysis
13.4.6 Key Developments
13.5 PTC Inc.
13.5.1 Key Facts
13.5.2 Business Description
13.5.3 Products and Services
13.5.4 Financial Overview
13.5.5 SWOT Analysis
13.5.6 Key Developments
13.6 SAS Institute, Inc.
13.6.1 Key Facts
13.6.2 Business Description
13.6.3 Products and Services
13.6.4 Financial Overview
13.6.5 SWOT Analysis
13.6.6 Key Developments
13.7 Schneider Electric SE
13.7.1 Key Facts
13.7.2 Business Description
13.7.3 Products and Services
13.7.4 Financial Overview
13.7.5 SWOT Analysis
13.7.6 Key Developments
13.8 Software AG
13.8.1 Key Facts
13.8.2 Business Description
13.8.3 Products and Services
13.8.4 Financial Overview
13.8.5 SWOT Analysis
13.8.6 Key Developments
13.9 Syncron AB
13.9.1 Key Facts
13.9.2 Business Description
13.9.3 Products and Services
13.9.4 Financial Overview
13.9.5 SWOT Analysis
13.9.6 Key Developments
13.10 TOSL Engineering Limited
13.10.1 Key Facts
13.10.2 Business Description
13.10.3 Products and Services
13.10.4 Financial Overview
13.10.5 SWOT Analysis
13.10.6 Key Developments
14. Appendix
14.1 About the Publisher
14.2 Word Index
List of Tables
Table 1. North America Predictive Maintenance Market - Revenue and Forecast to 2028 (US$ Million)
Table 2. North America Predictive Maintenance Market, Revenue and Forecast To 2028 - By Country (US$ Million)
Table 3. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 4. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 5. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 6. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 7. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 8. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 9. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 10. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 11. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 12. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 13. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 14. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 15. List of Abbreviation
List of Figures
Figure 1. North America Predictive Maintenance Market Segmentation
Figure 2. North America Predictive Maintenance Market Segmentation - By Country
Figure 3. North America Predictive Maintenance Market Overview
Figure 4. North America Predictive Maintenance Market, By Component
Figure 5. North America Predictive Maintenance Market, By Country
Figure 6. North America: PEST Analysis
Figure 7. Expert Opinion
Figure 8. North America Predictive Maintenance Market Impact Analysis of Drivers and Restraints
Figure 9. North America Predictive Maintenance Market - Revenue and Forecast to 2028 (US$ Million)
Figure 10. North America Predictive Maintenance Market Revenue Share, By Component (2021 and 2028)
Figure 11. North America Solutions: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 12. North America Services: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 13. North America Predictive Maintenance Market Revenue Share, By Deployment Type (2021 and 2028)
Figure 14. North America Cloud: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 15. North America On-Premise: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 16. North America Predictive Maintenance Market Revenue Share, By Technique (2021 and 2028)
Figure 17. North America Vibration Monitoring: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 18. North America Electrical Testing: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 19. North America Oil Analysis: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 20. North America Ultrasonic Leak Detectors: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 21. North America Shock Pulse: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 22. North America Infrared: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 23. North America Others: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 24. North America Predictive Maintenance Market Breakdown, By Industry (2021 and 2028)
Figure 25. North America Manufacturing: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 26. North America Energy & Utilities: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 27. North America Aerospace & Defense: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 28. North America Transportation & Logistics: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 29. North America Oil & Gas: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 30. North America Others: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 31. North America Predictive Maintenance Market, by Key Country - Revenue (2021) (US$ ‘Million)
Figure 32. North America Predictive Maintenance Market Breakdown, by Country, 2021 & 2028 (%)
Figure 33. US Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
Figure 34. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
Figure 35. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
Companies Mentioned
- General Electric Company
- Hitachi, Ltd.
- IBM Corporation
- Microsoft Corporation
- PTC Inc.
- SAS Institute, Inc.
- Schneider Electric SE
- Software AG
- Syncron AB
- TOSL Engineering Limited
Table Information
| Report Attribute | Details |
|---|---|
| No. of Pages | 151 |
| Published | December 2022 |
| Forecast Period | 2022 - 2028 |
| Estimated Market Value ( USD | $ 2077 Million |
| Forecasted Market Value ( USD | $ 8981.43 Million |
| Compound Annual Growth Rate | 27.6% |
| Regions Covered | North America |
| No. of Companies Mentioned | 10 |
