The predictive maintenance market is projected to reach US$ 26,588.00 million by 2028 from US$ 5,316.99 million in 2021, growing at a CAGR of 27.4% from 2022 to 2028.
Advanced predictive maintenance solutions and services are increasingly being adopted by businesses to gain a competitive edge and minimize unexpected production delays. A number of macroeconomic factors have created challenging conditions for businesses globally. The COVID-19 pandemic, for instance, caused significant disruptions and resulted in substantial losses for several industry sectors. Furthermore, political factors in Europe, the Middle East, and South America negatively impacted various industry sectors. Additionally, severe economic downturns in numerous countries have decreased consumer spending on non-essential goods.
Enterprises are adopting measures to stay competitive in the face of factors such as economic downturns and political disruptions, which have made business environments unfavourable. One such measure is the adoption of technologies that can reduce production downtime and support continuous manufacturing activities. Predictive maintenance is one such technology that can aid organizations in reducing costs while staying competitive. According to studies, offshore oil and gas companies can use predictive maintenance solutions to reduce downtime by 20%, resulting in an increase in production of more than 500,000 oil barrels annually. The market for predictive maintenance is expected to experience growth during the forecast period due to these advantages.
Impact of COVID-19 Pandemic on Predictive Maintenance Market Growth
The outbreak of COVID-19 led to various restrictions imposed by governments to control its spread, which had adverse effects on the day-to-day operations of most enterprises. Companies faced supply chain disruptions, travel restrictions, and business shutdowns, causing revenue loss and reduced technological spending. As a result, many multinational enterprises had to reconfigure their manufacturing operations to continue functioning with reduced manpower. This sudden shift led to a surge in demand for predictive maintenance market players worldwide, as businesses increasingly adopted digital transformation to accommodate the changing business environment. Hence, both large enterprises and SMEs are expected to invest more money and energy in identifying intelligent management solutions to manage their plant machinery and equipment. However, the work-at-home modality is speculated to become the new normal for many people in the near future, creating a favorable outlook for the predictive maintenance market growth post-COVID-19.
China, Japan, and India dominate the Asia Pacific region's predictive maintenance market. China's market is growing rapidly and is among the fastest globally. Chinese companies are enthusiastic technology adopters in APAC, aiming to gain a competitive edge through digitalization and innovation. The increasing demand for predictive maintenance solutions from industries such as oil & gas, energy & utility, transportation, and logistics presents significant opportunities for market players to expand. For instance, in February 2022, Shentong Bombardier (Shanghai) Rail Transit Vehicle Maintenance Co., Ltd., a joint venture of Alstom in China, secured a contract worth US$ 44.85 million from Shanghai Shentong Metro Group Co., Ltd. (Shanghai Metro) to provide lifecycle maintenance services for 204 Movia metro cars and 34 trains, which further promotes the predictive maintenance market's growth in China.
The primary source of revenue in the predictive maintenance market has been the solutions segment. These solutions are tailored to meet the increasing demand from various industries for energy-efficient and cost-effective operations and data-driven decision-making supported by analytics tools. Market players in the predictive maintenance industry, such as Embitel and Cariad Group Company, provide solutions that integrate seamlessly with production systems and industrial assets.
Large enterprises are increasingly seeking application-specific predictive maintenance solutions to manage and collect data for uninterrupted production flows through maintenance scheduling. The segment growth is further propelled by the growing efforts of solution providers to enhance fleet management, HVAC controls, and remote diagnostics for buses, among others. For example, Continental AG has introduced ContiConnect 2.0, a predictive maintenance solution that includes standard and premium packages for tire pressure and temperature management and insights on tread depth and tire condition.
The utilization of drones equipped with sensors and cameras to detect corrosion in grid insulators and provide predictive maintenance solutions for various industries is driving the growth of the solutions segment and the overall predictive maintenance market. These drones transmit insights using AI through 5G, leading to an increased demand for these technologies.
General Electric Co.; Hitachi Ltd.; IBM Corporation; Microsoft Corporation; PTC, Inc.; SAS Institute Inc.; Schneider Electric SE; Software AG; Syncron AB; and TOSL Engineering Ltd. are a few key predictive maintenance market players.
The predictive maintenance market size has been determined using primary and secondary sources. The research process began with an extensive secondary research approach that involved collecting qualitative and quantitative information related to the market from internal and external sources. This process aimed to obtain an overview and forecast of the predictive maintenance market size across all market segments. Industry participants and commentators were also consulted through multiple primary interviews to validate the data and gain more analytical insights. The participants in this process included key personnel such as VPs, business development managers, market intelligence managers, national sales managers, external consultants like valuation experts, research analysts, and key opinion leaders specializing in the predictive maintenance market.
TABLE OF CONTENTS
1. Introduction
1.1 Study Scope
1.2 Research Report Guidance
1.3 Market Segmentation
1.3.1 Predictive Maintenance Market - By Component
1.3.2 Predictive Maintenance Market - By Deployment Type
1.3.3 Predictive Maintenance Market - By Technique
1.3.4 Predictive Maintenance Market - By Industry
1.3.5 Predictive Maintenance Market- By Region
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. Predictive Maintenance Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America
4.2.2 Europe
4.2.3 APAC
4.2.4 MEA
4.2.5 SAM
4.3 Ecosystem Analysis
4.4 Expert Opinion
4.5 Premium Insights - List of Key Suppliers, By Technique, in North America and Europe
5. 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 Globe
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 - Global Analysis
6.1 Global Predictive Maintenance Market Overview
6.2 Predictive Maintenance Market - Revenue and Forecast to 2028 (US$ Million)
6.3 Market Positioning - Five Key Players
7. Predictive Maintenance Market Analysis - By Component
7.1 Overview
7.2 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. Predictive Maintenance Market Analysis - By Deployment Type
8.1 Overview
8.2 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. Predictive Maintenance Market Analysis - By Technique
9.1 Overview
9.2 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. Predictive Maintenance Market Analysis - By Industry
10.1 Overview
10.2 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. Predictive Maintenance Market - Geographic Analysis
11.1 Overview
11.2 North America: Predictive Maintenance Market
11.2.1 Overview
11.2.2 North America Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.2.3 North America Predictive Maintenance Market Breakdown, By Component
11.2.4 North America Predictive Maintenance Market Breakdown, By Deployment Type
11.2.5 North America Predictive Maintenance Market Breakdown, By Technique
11.2.6 North America Predictive Maintenance Market Breakdown, By Industry
11.2.7 North America Predictive Maintenance Market Breakdown, by Country
11.2.7.1 US Predictive Maintenance Market, Revenue and Forecast to 2028
11.2.7.1.1 US Predictive Maintenance Market Breakdown, By Component
11.2.7.1.2 US Predictive Maintenance Market Breakdown, By Deployment Type
11.2.7.1.3 US Predictive Maintenance Market Breakdown, By Technique
11.2.7.1.4 US Predictive Maintenance Market Breakdown, By Industry
11.2.7.2 Canada Predictive Maintenance Market, Revenue and Forecast to 2028
11.2.7.2.1 Canada Predictive Maintenance Market Breakdown, By Component
11.2.7.2.2 Canada Predictive Maintenance Market Breakdown, By Deployment Type
11.2.7.2.3 Canada Predictive Maintenance Market Breakdown, By Technique
11.2.7.2.4 Canada Predictive Maintenance Market Breakdown, By Industry
11.2.7.3 Mexico Predictive Maintenance Market, Revenue and Forecast to 2028
11.2.7.3.1 Mexico Predictive Maintenance Market Breakdown, By Component
11.2.7.3.2 Mexico Predictive Maintenance Market Breakdown, By Deployment Type
11.2.7.3.3 Mexico Predictive Maintenance Market Breakdown, By Technique
11.2.7.3.4 Mexico Predictive Maintenance Market Breakdown, By Industry
11.3 Europe: Predictive Maintenance Market
11.3.1 Overview
11.3.2 Europe Predictive Maintenance Market Revenue and Forecast to 2028 (US$ Million)
11.3.3 Europe Predictive Maintenance Market Breakdown, By Component
11.3.4 Europe Predictive Maintenance Market Breakdown, By Deployment Type
11.3.5 Europe Predictive Maintenance Market Breakdown, By Technique
11.3.6 Europe Predictive Maintenance Market Breakdown, By Industry
11.3.7 Europe Predictive Maintenance Market Breakdown, by Country
11.3.7.1 Germany Predictive Maintenance Market, Revenue and Forecast to 2028
11.3.7.1.1 Germany Predictive Maintenance Market Breakdown, By Component
11.3.7.1.2 Germany Predictive Maintenance Market Breakdown, By Deployment Type
11.3.7.1.3 Germany Predictive Maintenance Market Breakdown, By Technique
11.3.7.1.4 Germany Predictive Maintenance Market Breakdown, By Industry
11.3.7.2 France Predictive Maintenance Market, Revenue and Forecast to 2028
11.3.7.2.1 France Predictive Maintenance Market Breakdown, By Component
11.3.7.2.2 France Predictive Maintenance Market Breakdown, By Deployment Type
11.3.7.2.3 France Predictive Maintenance Market Breakdown, By Technique
11.3.7.2.4 France Predictive Maintenance Market Breakdown, By Industry
11.3.7.3 Italy Predictive Maintenance Market, Revenue and Forecast to 2028
11.3.7.3.1 Italy Predictive Maintenance Market Breakdown, By Component
11.3.7.3.2 Italy Predictive Maintenance Market Breakdown, By Deployment Type
11.3.7.3.3 Italy Predictive Maintenance Market Breakdown, By Technique
11.3.7.3.4 Italy Predictive Maintenance Market Breakdown, By Industry
11.3.7.4 UK Predictive Maintenance Market, Revenue and Forecast to 2028
11.3.7.4.1 UK Predictive Maintenance Market Breakdown, By Component
11.3.7.4.2 UK Predictive Maintenance Market Breakdown, By Deployment Type
11.3.7.4.3 UK Predictive Maintenance Market Breakdown, By Technique
11.3.7.4.4 UK Predictive Maintenance Market Breakdown, By Industry
11.3.7.5 Russia Predictive Maintenance Market, Revenue and Forecast to 2028
11.3.7.5.1 Russia Predictive Maintenance Market Breakdown, By Component
11.3.7.5.2 Russia Predictive Maintenance Market Breakdown, By Deployment Type
11.3.7.5.3 Russia Predictive Maintenance Market Breakdown, By Technique
11.3.7.5.4 Russia Predictive Maintenance Market Breakdown, By Industry
11.3.7.6 Rest of Europe Predictive Maintenance Market, Revenue and Forecast to 2028
11.3.7.6.1 Rest of Europe Predictive Maintenance Market Breakdown, By Component
11.3.7.6.2 Rest of Europe Predictive Maintenance Market Breakdown, By Deployment Type
11.3.7.6.3 Rest of Europe Predictive Maintenance Market Breakdown, By Technique
11.3.7.6.4 Rest of Europe Predictive Maintenance Market Breakdown, By Industry
11.4 APAC: Predictive Maintenance Market
11.4.1 Overview
11.4.2 APAC Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.4.3 APAC Predictive Maintenance Market Breakdown, By Component
11.4.4 APAC Predictive Maintenance Market Breakdown, By Deployment Type
11.4.5 APAC Predictive Maintenance Market Breakdown, By Technique
11.4.6 APAC Predictive Maintenance Market Breakdown, By Industry
11.4.7 APAC Predictive Maintenance Market Breakdown, by Country
11.4.7.1 Australia Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.4.7.1.1 Australia Predictive Maintenance Market Breakdown, By Component
11.4.7.1.2 Australia Predictive Maintenance Market Breakdown, By Deployment Type
11.4.7.1.3 Australia Predictive Maintenance Market Breakdown, By Technique
11.4.7.1.4 Australia Predictive Maintenance Market Breakdown, By Industry
11.4.7.2 China Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.4.7.2.1 China Predictive Maintenance Market Breakdown, By Component
11.4.7.2.2 China Predictive Maintenance Market Breakdown, By Deployment Type
11.4.7.2.3 China Predictive Maintenance Market Breakdown, By Technique
11.4.7.2.4 China Predictive Maintenance Market Breakdown, By Industry
11.4.7.3 India Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.4.7.3.1 India Predictive Maintenance Market Breakdown, By Component
11.4.7.3.2 India Predictive Maintenance Market Breakdown, By Deployment Type
11.4.7.3.3 India Predictive Maintenance Market Breakdown, By Technique
11.4.7.3.4 India Predictive Maintenance Market Breakdown, By Industry
11.4.7.4 Japan Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.4.7.4.1 Japan Predictive Maintenance Market Breakdown, By Component
11.4.7.4.2 Japan Predictive Maintenance Market Breakdown, By Deployment Type
11.4.7.4.3 Japan Predictive Maintenance Market Breakdown, By Technique
11.4.7.4.4 Japan Predictive Maintenance Market Breakdown, By Industry
11.4.7.5 South Korea Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.4.7.5.1 South Korea Predictive Maintenance Market Breakdown, By Component
11.4.7.5.2 South Korea Predictive Maintenance Market Breakdown, By Deployment Type
11.4.7.5.3 South Korea Predictive Maintenance Market Breakdown, By Technique
11.4.7.5.4 South Korea Predictive Maintenance Market Breakdown, By Industry
11.4.7.6 Rest of APAC Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.4.7.6.1 Rest of APAC Predictive Maintenance Market Breakdown, By Component
11.4.7.6.2 Rest of APAC Predictive Maintenance Market Breakdown, By Deployment Type
11.4.7.6.3 Rest of APAC Predictive Maintenance Market Breakdown, By Technique
11.4.7.6.4 Rest of APAC Predictive Maintenance Market Breakdown, By Industry
11.5 MEA: Predictive Maintenance Market
11.5.1 Overview
11.5.2 MEA Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.5.3 MEA Predictive Maintenance Market Breakdown, By Component
11.5.4 MEA Predictive Maintenance Market Breakdown, By Deployment Type
11.5.5 MEA Predictive Maintenance Market Breakdown, By Technique
11.5.6 MEA Predictive Maintenance Market Breakdown, By Industry
11.5.7 MEA Predictive Maintenance Market Breakdown, By Country
11.5.7.1 South Africa Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.5.7.1.1 South Africa Predictive Maintenance Market Breakdown, By Component
11.5.7.1.2 South Africa Predictive Maintenance Market Breakdown, By Deployment Type
11.5.7.1.3 South Africa Predictive Maintenance Market Breakdown, By Technique
11.5.7.1.4 South Africa Predictive Maintenance Market Breakdown, By Industry
11.5.7.2 Saudi Arabia Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.5.7.2.1 Saudi Arabia Predictive Maintenance Market Breakdown, By Component
11.5.7.2.2 Saudi Arabia Predictive Maintenance Market Breakdown, By Deployment Type
11.5.7.2.3 Saudi Arabia Predictive Maintenance Market Breakdown, By Technique
11.5.7.2.4 Saudi Arabia Predictive Maintenance Market Breakdown, By Industry
11.5.7.3 UAE Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.5.7.3.1 UAE Predictive Maintenance Market Breakdown, By Component
11.5.7.3.2 UAE Predictive Maintenance Market Breakdown, By Deployment Type
11.5.7.3.3 UAE Predictive Maintenance Market Breakdown, By Technique
11.5.7.3.4 UAE Predictive Maintenance Market Breakdown, By Industry
11.5.7.4 Rest of MEA Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.5.7.4.1 Rest of MEA Predictive Maintenance Market Breakdown, By Component
11.5.7.4.2 Rest of MEA Predictive Maintenance Market Breakdown, By Deployment Type
11.5.7.4.3 Rest of MEA Predictive Maintenance Market Breakdown, By Technique
11.5.7.4.4 Rest of MEA Predictive Maintenance Market Breakdown, By Industry
11.6 SAM: Predictive Maintenance Market
11.6.1 Overview
11.6.2 SAM Predictive Maintenance Market, Revenue and Forecast to 2028 (US$ Million)
11.6.3 SAM Predictive Maintenance Market Breakdown, By Component
11.6.4 SAM Predictive Maintenance Market Breakdown, By Deployment Type
11.6.5 SAM Predictive Maintenance Market Breakdown, By Technique
11.6.6 SAM Predictive Maintenance Market Breakdown, By Industry
11.6.7 SAM Predictive Maintenance Market Breakdown, by Country
11.6.7.1 Brazil Predictive Maintenance Market, Revenue and Forecast to 2028
11.6.7.1.1 Brazil Predictive Maintenance Market Breakdown, By Component
11.6.7.1.2 Brazil Predictive Maintenance Market Breakdown, By Deployment Type
11.6.7.1.3 Brazil Predictive Maintenance Market Breakdown, By Technique
11.6.7.1.4 Brazil Predictive Maintenance Market Breakdown, By Industry
11.6.7.2 Argentina Predictive Maintenance Market, Revenue and Forecast to 2028
11.6.7.2.1 Argentina Predictive Maintenance Market Breakdown, By Component
11.6.7.2.2 Argentina Predictive Maintenance Market Breakdown, By Deployment Type
11.6.7.2.3 Argentina Predictive Maintenance Market Breakdown, By Technique
11.6.7.2.4 Argentina Predictive Maintenance Market Breakdown, By Industry
11.6.7.3 Rest of SAM Predictive Maintenance Market, Revenue and Forecast to 2028
11.6.7.3.1 Rest of SAM Predictive Maintenance Market Breakdown, By Component
11.6.7.3.2 Rest of SAM Predictive Maintenance Market Breakdown, By Deployment Type
11.6.7.3.3 Rest of SAM Predictive Maintenance Market Breakdown, By Technique
11.6.7.3.4 Rest of SAM Predictive Maintenance Market Breakdown, By Industry
12. Impact of COVID-19 Pandemic on Global Predictive Maintenance Market
12.1 Overview
12.2 North America: Impact Assessment of COVID-19 Pandemic
12.3 Europe: Impact Assessment of COVID-19 Pandemic
12.4 APAC: Impact Assessment of COVID-19 Pandemic
12.5 MEA: Impact Assessment of COVID-19 Pandemic
12.6 SAM Impact Assessment of COVID-19 Pandemic
13. Industry Landscape
13.1 Overview
13.2 Market Initiative
13.3 New Product Launch
13.4 Merger and Acquisition
14. Company Profiles
14.1 General Electric Company
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 Hitachi, Ltd.
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 IBM Corporation
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 Microsoft Corporation
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 PTC Inc.
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 SAS Institute, Inc.
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 Schneider Electric SE
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 Software AG
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
14.9 Syncron AB
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
14.10 TOSL Engineering Limited
14.10.1 Key Facts
14.10.2 Business Description
14.10.3 Products and Services
14.10.4 Financial Overview
14.10.5 SWOT Analysis
14.10.6 Key Developments
15. Appendix
15.1 About
15.2 Word Index
LIST OF TABLES
Table 1. Predictive Maintenance Market - Revenue and Forecast to 2028 (US$ Million)
Table 2. Predictive Maintenance Market - Revenue and Forecast to 2028 (US$ Million)
Table 3. North America Predictive Maintenance Market, Revenue and Forecast To 2028 - By Component (US$ Million)
Table 4. North America Predictive Maintenance Market, Revenue and Forecast To 2028 - By Deployment Type (US$ Million)
Table 5. North America Predictive Maintenance Market, Revenue and Forecast To 2028 - By Technique (US$ Million)
Table 6. North America Predictive Maintenance Market, Revenue and Forecast To 2028 - By Industry (US$ Million)
Table 7. North America Predictive Maintenance Market, Revenue and Forecast To 2028 - By Country (US$ Million)
Table 8. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 9. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 10. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 11. US Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 12. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 13. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 14. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 15. Canada Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 16. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 17. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 18. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 19. Mexico Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 20. Europe Predictive Maintenance Market, Revenue and Forecast To 2028 - By Component (US$ Million)
Table 21. Europe Predictive Maintenance Market, Revenue and Forecast To 2028 - By Deployment Type (US$ Million)
Table 22. Europe Predictive Maintenance Market, Revenue and Forecast To 2028 - By Technique (US$ Million)
Table 23. Europe Predictive Maintenance Market, Revenue and Forecast To 2028 - By Industry (US$ Million)
Table 24. Europe Predictive Maintenance Market, Revenue and Forecast To 2028 - By Country (US$ Million)
Table 25. Germany Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 26. Germany Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 27. Germany Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 28. Germany Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 29. France Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 30. France Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 31. France Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 32. France Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 33. Italy Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 34. Italy Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 35. Italy Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 36. Italy Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 37. UK Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 38. UK Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 39. UK Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 40. UK Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 41. Russia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 42. Russia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 43. Russia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 44. Russia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 45. Rest of Europe Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 46. Rest of Europe Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 47. Rest of Europe Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 48. Rest of Europe Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 49. APAC Predictive Maintenance Market, Revenue and Forecast To 2028 - By Component (US$ Million)
Table 50. APAC Predictive Maintenance Market, Revenue and Forecast To 2028 - By Deployment Type (US$ Million)
Table 51. APAC Predictive Maintenance Market, Revenue and Forecast To 2028 - By Technique (US$ Million)
Table 52. APAC Predictive Maintenance Market, Revenue and Forecast To 2028 - By Industry (US$ Million)
Table 53. APAC Predictive Maintenance Market, Revenue and Forecast To 2028 - By Country (US$ Million)
Table 54. Australia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 55. Australia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 56. Australia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 57. Australia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 58. China Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 59. China Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 60. China Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 61. China Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 62. India Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 63. India Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 64. India Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 65. India Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 66. Japan Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 67. Japan Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 68. Japan Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 69. Japan Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 70. South Korea Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 71. South Korea Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 72. South Korea Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 73. South Korea Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 74. Rest of APAC Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 75. Rest of APAC Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 76. Rest of APAC Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 77. Rest of APAC Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 78. MEA Predictive Maintenance Market, Revenue and Forecast To 2028 - By Component (US$ Million)
Table 79. MEA Predictive Maintenance Market, Revenue and Forecast To 2028 - By Deployment Type (US$ Million)
Table 80. MEA Predictive Maintenance Market, Revenue and Forecast To 2028 - By Technique (US$ Million)
Table 81. MEA Predictive Maintenance Market, Revenue and Forecast To 2028 - By Industry (US$ Million)
Table 82. MEA Predictive Maintenance Market, Revenue and Forecast to 2028 - By Country (US$ Million)
Table 83. South Africa Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 84. South Africa Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 85. South Africa Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 86. South Africa Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 87. Saudi Arabia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 88. Saudi Arabia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 89. Saudi Arabia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 90. Saudi Arabia Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 91. UAE Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 92. UAE Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 93. UAE Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 94. UAE Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 95. Rest of MEA Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 96. Rest of MEA Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 97. Rest of MEA Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 98. Rest of MEA Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 99. SAM Predictive Maintenance Market, Revenue and Forecast To 2028 - By Component (US$ Million)
Table 100. SAM Predictive Maintenance Market, Revenue and Forecast To 2028 - By Deployment Type (US$ Million)
Table 101. SAM Predictive Maintenance Market, Revenue and Forecast To 2028 - By Technique (US$ Million)
Table 102. SAM Predictive Maintenance Market, Revenue and Forecast To 2028 - By Industry (US$ Million)
Table 103. SAM Predictive Maintenance Market, Revenue and Forecast To 2028 - By Country (US$ Million)
Table 104. Brazil Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 105. Brazil Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 106. Brazil Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 107. Brazil Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 108. Argentina Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 109. Argentina Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 110. Argentina Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 111. Argentina Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 112. Rest of SAM Predictive Maintenance Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 113. Rest of SAM Predictive Maintenance Market, Revenue and Forecast to 2028 - By Deployment Type (US$ Million)
Table 114. Rest of SAM Predictive Maintenance Market, Revenue and Forecast to 2028 - By Technique (US$ Million)
Table 115. Rest of SAM Predictive Maintenance Market, Revenue and Forecast to 2028 - By Industry (US$ Million)
Table 116. List of Abbreviation
LIST OF FIGURES
Figure 1. Predictive Maintenance Market Segmentation
Figure 2. Predictive Maintenance Market Segmentation - By Geography
Figure 3. Global Predictive Maintenance Market Overview
Figure 4. Solutions Segment held the Largest Share of Predictive Maintenance Market
Figure 5. Cloud Segment held the Largest Share of Predictive Maintenance Market
Figure 6. Vibration Monitoring Segment held the Largest Share of Predictive Maintenance Market
Figure 7. Manufacturing Segment held the Largest Share of Predictive Maintenance Market
Figure 8. APAC to Show Great Traction During Forecast Period
Figure 9. North America: PEST Analysis
Figure 10. Europe: PEST Analysis
Figure 11. APAC: PEST Analysis
Figure 12. MEA: PEST Analysis
Figure 13. SAM: PEST Analysis
Figure 14. Expert Opinion
Figure 15. Predictive Maintenance Market Impact Analysis of Drivers and Restraints
Figure 16. Geographic Overview of Predictive Maintenance Market
Figure 17. Predictive Maintenance Market - Revenue and Forecast to 2028 (US$ Million)
Figure 18. Predictive Maintenance Market Revenue Share, By Component (2021 and 2028)
Figure 19. Solutions: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 20. Services: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 21. Predictive Maintenance Market Revenue Share, By Deployment Type (2021 and 2028)
Figure 22. Cloud: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 23. On-Premise: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 24. Predictive Maintenance Market Revenue Share, By Technique (2021 and 2028)
Figure 25. Vibration Monitoring: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 26. Electrical Testing: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 27. Oil Analysis: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 28. Ultrasonic Leak Detectors: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 29. Shock Pulse: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 30. Infrared: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 31. Others: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 32. Predictive Maintenance Market Breakdown, By Industry (2021 and 2028)
Figure 33. Manufacturing: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 34. Energy & Utilities: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 35. Aerospace & Defense: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 36. Transportation & Logistics: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 37. Oil & Gas: Predictive Maintenance Market- Revenue and Forecast to 2028 (US$ Million)
Figure 38. Others: Predictive Mainte
The List of Companies - Predictive Maintenance Market
1. General Electric Company
2. Hitachi, Ltd.
3. IBM Corporation
4. Microsoft Corporation
5. PTC Inc.
6. SAS Institute, Inc.
7. Schneider Electric SE
8. Software AG
9. Syncron AB
10. TOSL Engineering Limited