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    Predictive Maintenance Market

    ID: MRFR/ICT/1754-CR
    154 Pages
    Aarti Dhapte
    February 2020

    Predictive Maintenance Market Research Report Information By Component (Hardware, Solution, Services), Testing Type (Vibration Monitoring, Electrical Insulation, Infrared Thermography, Temperature Monitoring, Ultrasonic Leak Detector, Oil Analysis), Deployment Mode (Cloud, On-premise), Technique (Traditional Technique, Advanced Technique), Vertical (Manufacturing, Healthcare, Energy & Utility, Automotive, Aerospace & Defense, Transportation) Region (North America, Europe, Asia-Pacific, Rest Of The World) –Market Forecast Till 2030

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    Table of Contents

    Predictive Maintenance Market Summary

    As per Market Research Future Analysis, the Predictive Maintenance (PdM) market was valued at USD 17.3 billion in 2021 and is projected to grow significantly, reaching USD 111.30 billion by 2030. This growth is driven by the increasing demand for maintenance cost reduction and the adoption of real-time streaming analytics technology. The market is characterized by a compound annual growth rate (CAGR) of 26.20% from 2024 to 2030, indicating robust expansion across various sectors, particularly manufacturing and logistics.

    Key Market Trends & Highlights

    The Predictive Maintenance market is witnessing transformative trends driven by technological advancements.

    • Market Size in 2022: USD 21.83 Billion
    • CAGR from 2024 to 2030: 26.20%
    • Largest Market Share by Vertical: Manufacturing
    • Dominant Component: Solutions segment

    Market Size & Forecast

    2021 Market Size USD 17.3 Billion
    2022 Market Size USD 21.83 Billion
    2030 Market Size USD 111.30 Billion
    CAGR from 2024 to 2030 26.20%

    Major Players

    Key players include Axiomtek Co. Ltd (Taiwan), Oracle Corporation (US), Microsoft Corporation (US), XMPro (US), and IBM Corporation (US).

    Predictive Maintenance Market Trends

    The rising adoption of PdM solutions in various rapidly growing sectors to boost market growth

    Businesses are utilising AI and ML technology to evaluate loT data with extraordinary precision, accuracy, and speed compared to traditional business intelligence solutions. PdM proactive maintenance strategies offer solutions to minimise time and money spent on repairs and maintenance while reducing unplanned downtime of equipment that is essential for production. PdM solutions also guarantee that assets are always available and in top functioning condition.

    Further, One of the best alternatives for asset-heavy firms that offers lower expenses and a higher ROI is predictive maintenance tactics. Solution providers skilled in AI and ML can gather a sizable amount of customer-related data and turn it into insightful information. due to loT's massive data production from linked devices. Real-time condition monitoring is made possible by the ongoing improvements in big data and cloud testing. A wealth of data is made available by the widespread use of loT devices with industrial equipment.

    Additionally, Machine learning and artificial intelligence are now more frequently combined. A growing number of clients are embracing these AI-powered solutions to assist in the transition from a reactive to a proactive strategy. New AI-enabled solutions are being aggressively introduced by market participants.has enhanced the Predictive Maintenance (PdM) market CAGRacross the globe in the recent years.

    However  the expanding utilization of predictive maintenance in the logistics and transportation industries is another factor driving the growth of the Predictive Maintenance (PdM) marketrevenue.

    The Global Predictive Maintenance Market is poised to transform operational efficiencies across various sectors, driven by advancements in IoT technologies and data analytics, which enhance decision-making processes and reduce downtime.

    U.S. Department of Commerce

    Predictive Maintenance Market Drivers

    Market Growth Projections

    Rising Labor Costs and Skills Shortages

    Rising labor costs and skills shortages are compelling organizations to adopt predictive maintenance strategies within the Global Predictive Maintenance Market Industry. As skilled labor becomes increasingly scarce and expensive, companies are seeking ways to automate maintenance processes and reduce reliance on human intervention. Predictive maintenance technologies facilitate this transition by enabling remote monitoring and automated alerts for maintenance needs. For example, industries are utilizing predictive analytics to optimize workforce allocation, ensuring that skilled technicians are deployed only when necessary. This shift not only mitigates labor costs but also enhances operational efficiency, making predictive maintenance an attractive solution.

    Technological Advancements in IoT and AI

    Technological advancements in the Internet of Things (IoT) and artificial intelligence (AI) are pivotal drivers of the Global Predictive Maintenance Market Industry. These technologies enable real-time data collection and analysis, allowing organizations to monitor equipment health and predict failures before they occur. For example, IoT sensors can track machinery performance, while AI algorithms analyze this data to identify patterns and anomalies. This integration is likely to enhance predictive maintenance capabilities, fostering a market growth trajectory that could see it reach 356.3 USD Billion by 2035, with a compound annual growth rate of 23.85% from 2025 to 2035.

    Regulatory Compliance and Safety Standards

    The Global Predictive Maintenance Market Industry is significantly influenced by regulatory compliance and safety standards. Industries such as energy, transportation, and manufacturing are subject to stringent regulations that necessitate the maintenance of equipment to ensure safety and reliability. Predictive maintenance helps organizations adhere to these regulations by providing insights into equipment conditions and potential risks. For instance, the energy sector utilizes predictive maintenance to comply with safety standards, thereby reducing the likelihood of accidents. This compliance not only safeguards employees but also enhances operational integrity, further driving the adoption of predictive maintenance solutions.

    Increasing Demand for Operational Efficiency

    The Global Predictive Maintenance Market Industry experiences a surge in demand for operational efficiency across various sectors. Organizations are increasingly adopting predictive maintenance strategies to minimize downtime and enhance productivity. For instance, manufacturing companies are leveraging predictive analytics to foresee equipment failures, thereby reducing unplanned outages. This trend is expected to contribute to the market's growth, with projections indicating a market value of 33.9 USD Billion in 2024. By implementing predictive maintenance, businesses can optimize their operations, leading to a more streamlined workflow and significant cost savings.

    Growing Focus on Sustainability and Environmental Impact

    The Global Predictive Maintenance Market Industry is witnessing a growing focus on sustainability and environmental impact. Organizations are increasingly aware of their ecological footprint and are seeking ways to minimize waste and energy consumption. Predictive maintenance plays a crucial role in this endeavor by ensuring that equipment operates at optimal efficiency, thereby reducing energy usage and emissions. For instance, companies in the manufacturing sector are implementing predictive maintenance to enhance energy efficiency, which aligns with global sustainability goals. This trend is likely to propel the market forward, as businesses strive to balance operational efficiency with environmental responsibility.

    Market Segment Insights

    Predictive Maintenance (PdM) Component Insights

    The Predictive Maintenance (PdM) market segmentation,based on component, includes Hardware, Solution, Services. The market was dominated by the solution sector. In order to predict an anomaly in the operation of the essential equipment, the solution makes use of the data accumulated by various IoT sensors and does an in-depth data analysis. Hence, is a great contributor in Predictive Maintenance (PdM) market revenue. In some circumstances, businesses directly prefer to adopt managed services for their operations in accordance with their needs.

    Additionally, the increasing demand for employee training, efficient application of these solutions, and help with integration & implementation are anticipated to boost the expansion of the services sector.

    On June 2022: Siemens Digital Industries announced the acquisition of Senseye, a Southampton-based provider of machine data, to broaden its range of cutting-edge predictive maintenance and asset intelligence. 

    Predictive Maintenance (PdM) Testing Type Insights

    The Predictive Maintenance (PdM) market segmentation,based on testing type, includes Vibration Monitoring, Electrical Insulation, Infrared Detector Thermography, Temperature Monitoring, and others. Among these, the vibration monitoring segment accounts for the largest market share. Additionally, Regular motor testing, or testing at the first hint of trouble, allows for accurate problem prediction, prevention, and resolution with the least amount of service interruption. It is possible to do this motor winding test without actually attaching the test apparatus to the motor. The test apparatus is typically linked to the motor starter's load side.

    A voltage pulse is applied to the other two windings while one of the three windings is grounded during the test. The segment is anticipated to have the greatest CAGR throughout the assessment period. positively impacts the market growth.

    Predictive Maintenance (PdM) Deployment Mode Insights

    Theglobal Predictive Maintenance (PdM) market data based on deployment includes Cloud, and On-premise. The on-premises market category represents the biggest market share of these. Additionally, the segment is anticipated to have the greatest CAGR throughout the assessment period. Its modular sensors and simpler deployments in existing equipment are credited with this. However, due to direct IT control, remote accessibility, internal data delivery & handling, faster data processing using advanced predictive analytics, efficient resource utilisation, and cost-effectiveness, cloud-based predictive maintenance solutions are expected to exhibit the highest growth rate during the forecast period.

    Figure 2: Predictive Maintenance (PdM) Market, by Deployment, 2021 & 2030 (USD Billion)

    Source: Secondary Research, Primary Research, Market Research Future Database and Analyst Review

    Predictive Maintenance (PdM) Technique Insights

    Based on Techniques, the Predictive Maintenance (PdM) industry has been segmented into Traditional Technique, Advanced Technique. The market share that belongs to traditional procedures is the largest. Additionally, the segment is anticipated to have the greatest CAGR throughout the assessment period. Traditional maintenance techniques are simple. They include planned maintenance on a regular basis and emergency maintenance. This means that equipment is taken out of the manufacturing cycle until the broken or worn-out components are fixed.

    Predictive Maintenance (PdM) Vertical Insights

    Based on Vertical, the Predictive Maintenance (PdM) industry has been segmented into Manufacturing, Healthcare, Energy & Utility, Automotive, Aerospace & Defense, Transportation, and Others. The manufacturing sector holds the biggest market share of these. Additionally, the segment is anticipated to have the greatest CAGR throughout the assessment period. Companies are concentrating on increasing their financial performance by thoroughly examining the manufacturing reliability of their operations as competition in the manufacturing business grows and the obstacles for successful survival become more significant. In this context, effective asset performance management is a must-have.

    Get more detailed insights about Predictive Maintenance Market Research Report - Global Forecast till 2030

    Regional Insights

    By Region, the study provides the market insights into North America, Europe, Asia-Pacific and Rest of the World. North AmericaPredictive Maintenance (PdM) market accounted for USD 7.47 billion in 2021 and is expected to exhibit a significant CAGR growth during the study period. Key developments in technology are among the main drivers of the predictive maintenance industry in this region.

    Further, the major countries studiedin the market reportare: The U.S, Canada, Germany, France, UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil.

    Figure 3: PREDICTIVE MAINTENANCE (PDM) MARKET SHARE BY REGION 2021 (%)

    PREDICTIVE MAINTENANCE (PDM) MARKET SHARE BY REGION 2021

    Source: Secondary Research, Primary Research, Market Research Future Database and Analyst Review

    Europe Predictive Maintenance (PdM) market accounts for the second-largest market share due to the increase in awareness towards the benefits of predictive maintenance in all sectors. Further, the Germany Predictive Maintenance (PdM) marketheld the largest market share, and the UK Predictive Maintenance (PdM) market was the fastest growing market in the European region

    The Asia-Pacific Predictive Maintenance (PdM) Market is expected to grow at the fastest CAGR from 2022 to 2030. A number of businesses are currently introducing next-generation, complete cloud-based solutions. Industry expansion has been assisted by the rising use of new and developing technologies to get insightful knowledge into decision-making. Various vertical end-users are looking for downtime and cost savings more and more. Moreover, China Predictive Maintenance (PdM) market held the largest market share, and the India Predictive Maintenance (PdM) market was the fastest growing market in the Asia-Pacific region

    Key Players and Competitive Insights

    Major market players are spending a lot of money on R&D to increase their product lines, which will help the Predictive Maintenance (PdM) market grow even more. Market participants are also taking a range of strategic initiatives to grow their worldwide footprint, with key market developments such as new product launches, contractual agreements, mergers and acquisitions, increased investments, and collaboration with other organizations. Competitors in the Predictive Maintenance (PdM) industry must offer cost-effective items to expand and survive in an increasingly competitive and rising market environment.

    One of the primary business strategies adopted by manufacturers in the Predictive Maintenance (PdM) industry to benefit clients and expand the market sector is to manufacture locally to reduce operating costs. In recent years, Predictive Maintenance (PdM) industry has provided efficiency in terms of providing many solutions ahead of time. The Predictive Maintenance (PdM) market major player such as Axiomtek Co. Ltd (Taiwan), Oracle Corporation (US), Microsoft Corporation (US), XMPro (US) and others are working to expand the market demand by investing in research and development activities.

    Axiomtek is a well-known industry pioneer who is steadfastly committed to the research, development, and production of a variety of cutting-edge, dependable, and industrial computer products with high efficiency. Over the past 30 years, Axiomtek has grown dramatically. Software, hardware, firmware, and application engineers are all part of Axiomtek's expanding team of engineers. In December 2022: Axiomtek, a company with experience in both software and hardware integration, recently introduced the AMR Builder Package. The package comes with DigiHub for AMR, sensor kits, a controller, and development support services.

    Senseye is a industrial analytics software company providing outcome-oriented predictive maintenance solutions for manufacturing and industrial companies. Its predictive maintenance technology offers a significant decrease in unplanned machine downtimes and greater productivity of maintenance personnel. Through extended asset lifetimes and waste reduction, Senseye products help businesses enhance their sustainability. On June 2022 Siemens Digital Industries announced the acquisition of Senseye, a Southampton-based provider of machine data, to broaden its range of cutting-edge predictive maintenance and asset intelligence. 

    Key Companies in the Predictive Maintenance Market market include

    Industry Developments

    • Q2 2024: Siemens launches Predictive Maintenance Suite for industrial IoT Siemens announced the launch of its new Predictive Maintenance Suite, integrating AI-driven analytics for real-time equipment monitoring in manufacturing and energy sectors.
    • Q2 2024: Honeywell and Microsoft expand partnership to deliver AI-powered predictive maintenance solutions Honeywell and Microsoft announced an expanded partnership to co-develop AI-powered predictive maintenance solutions for industrial customers, leveraging Microsoft Azure and Honeywell Forge.
    • Q2 2024: ABB acquires predictive maintenance startup Seebo ABB announced the acquisition of Seebo, an Israeli startup specializing in predictive maintenance and process optimization, to strengthen its digital solutions portfolio.
    • Q3 2024: GE Digital wins $50M contract for predictive maintenance platform with major US utility GE Digital secured a $50 million contract to deploy its predictive maintenance platform across a major US utility’s power generation assets.
    • Q3 2024: Augury raises $100M Series D to expand predictive maintenance AI platform Industrial AI company Augury raised $100 million in Series D funding to accelerate development and global expansion of its predictive maintenance platform.
    • Q3 2024: SKF opens new predictive maintenance R&D center in Germany SKF inaugurated a new research and development center in Germany focused on advancing predictive maintenance technologies for industrial bearings and rotating equipment.
    • Q4 2024: Siemens and AWS announce strategic partnership for cloud-based predictive maintenance Siemens and Amazon Web Services (AWS) announced a strategic partnership to deliver cloud-based predictive maintenance solutions for global manufacturing clients.
    • Q4 2024: Emerson appoints new VP of Predictive Maintenance Solutions Emerson named Dr. Lisa Chen as Vice President of Predictive Maintenance Solutions, overseeing product strategy and global market expansion.
    • Q1 2025: Hitachi launches Lumada Predictive Maintenance for rail networks Hitachi introduced Lumada Predictive Maintenance, a new platform designed to optimize rail network operations and reduce downtime using AI and IoT.
    • Q1 2025: IBM and Schneider Electric sign global agreement for predictive maintenance in energy sector IBM and Schneider Electric signed a global agreement to jointly deliver predictive maintenance solutions for energy infrastructure, leveraging IBM’s AI and Schneider’s EcoStruxure platform.
    • Q2 2025: SAP acquires predictive maintenance software firm Senseye SAP announced the acquisition of Senseye, a UK-based predictive maintenance software provider, to enhance its industrial cloud offerings.
    • Q2 2025: Uptake Technologies secures $75M funding to scale predictive maintenance for logistics Uptake Technologies raised $75 million in new funding to expand its predictive maintenance solutions for logistics and transportation fleets.

    Future Outlook

    Predictive Maintenance Market Future Outlook

    The Predictive Maintenance Market is projected to grow at a 23.85% CAGR from 2024 to 2035, driven by advancements in IoT, AI integration, and increased demand for operational efficiency.

    New opportunities lie in:

    • Develop AI-driven analytics platforms for real-time predictive insights.
    • Create industry-specific predictive maintenance solutions tailored to unique operational challenges.
    • Leverage cloud computing for scalable predictive maintenance applications across sectors.

    By 2035, the Predictive Maintenance Market is expected to be a cornerstone of operational strategy, enhancing efficiency globally.

    Market Segmentation

    Vertical Outlook

    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

    PdM Vertical Outlook

    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

    Predictive Maintenance Regional Outlook

    • US
    • Canada

    Predictive Maintenance (PdM) Component Outlook

    • Hardware
    • Solution
    • Services

    Predictive Maintenance (PdM) Technique Outlook

    • Traditional Technique
    • Advanced Technique

    Predictive Maintenance (PdM) Testing Type Outlook

    • Vibration Monitoring
    • Electrical Insulation
    • Infrared Thermography
    • Temperature Monitoring
    • Ultrasonic Leak Detector
    • Oil Analysis

    Predictive Maintenance (PdM) Deployment Mode Outlook

    • Cloud
    • On-premise

    Report Scope

    Attribute/Metric Details
    Market Size 2021 USD 17.3billion
    Market Size 2022 USD 21.83 billion
    Market Size 2030 USD 111.30 billion
    Compound Annual Growth Rate (CAGR) 26.20% (2024-2030)
    Base Year 2023
    Market Forecast Period 2024-2030
    Historical Data 2018 & 2020
    Market Forecast Units Value (USD Billion)
    Report Coverage Revenue Forecast, Market Competitive Landscape, Growth Factors, and Trends
    Segments Covered Component, Testing Type, Deployment Mode, Technique, Vertical, and Region
    Geographies Covered North America, Europe, AsiaPacific, and Rest of the World
    Countries Covered The U.S, Canada, Germany, France, UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil
    Key Companies Profiled Axiomtek Co. Ltd (Taiwan), Oracle Corporation (US), Microsoft Corporation (US), XMPro (US) and others.
    Key Market Opportunities One of the best alternatives for asset-heavy firms that offers lower expenses and a higher ROI is predictive maintenance tactics
    Key Market Dynamics Increasing demand for maintenance cost reduction Growing use of real-time streaming analytics technology

    Market Highlights

    Author
    Aarti Dhapte
    Team Lead - Research

    She holds an experience of about 6+ years in Market Research and Business Consulting, working under the spectrum of Information Communication Technology, Telecommunications and Semiconductor domains. Aarti conceptualizes and implements a scalable business strategy and provides strategic leadership to the clients. Her expertise lies in market estimation, competitive intelligence, pipeline analysis, customer assessment, etc.

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    FAQs

    How much is the Predictive Maintenance (PdM) market?

    The Predictive Maintenance (PdM) market size was valued at USD 17.3 Billion in 2021.

    What is the growth rate of the Predictive Maintenance (PdM) market?

    The market is projected to grow at a CAGR of 26.20% during the forecast period, 2024-2030.

    Which region held the largest market share in the Predictive Maintenance (PdM) market?

    North America had the largest share in the market.

    Who are the key players in the Predictive Maintenance (PdM) market?

    The key players in the market are Axiomtek Co. Ltd (Taiwan), Oracle Corporation (US), Microsoft Corporation (US), XMPro (US).

    1. Executive Summary
    2. Market Introduction
      1. Definition 18
      2. Scope Of The Study 18
      3. Market Structure
    3. Research Methodology
      1. Research Process 20
      2. Primary Research 21
      3. Secondary Research 22
      4. Market
    4. Size Estimation 22
      1. Forecast Model 23
      2. List Of Assumptions
    5. Market Insights
    6. Market Dynamics
      1. Introduction 27
      2. Drivers 28
        1. Increasing Demand
    7. For Real-Time Streaming Analytics 28
      1. Growing Adoption Of Robots
    8. In The Manufacturing Sector 28
      1. Advancement In Sensor Technology
        1. Drivers Impact Analysis 29
      2. Restraint 29
        1. Interoperability Problems 29
      3. Opportunity 29
    9. Increasing Trend Of Connected Devices 29
      1. Challenge 29
    10. Lack Of Expertise 29
    11. Market Factor Analysis
      1. Value Chain
    12. Analysis 30
      1. Software Providers 31
        1. Solution Providers
        2. System Integrators 31
        3. End Users 31
      2. Porter’s Five Forces Model 32
        1. Threat Of New Entrants
        2. Bargaining Power Of Suppliers 32
        3. Threat Of
    13. Substitutes 33
      1. Bargaining Power Of Buyers 33
        1. Competitive
    14. Rivalry 33
      1. Industry Insights And Technological Impact Analysis 33
        1. Selection Parameters For Predictive Maintenance And Predictive Analytics
        2. Use Cases 34
    15. Connected Cars 34
    16. Global Predictive Maintenance (PdM) Market, By Component
      1. Overview 35
      2. Hardware 35
      3. Solution 35
      4. Services 36
        1. System Integration Services 36
        2. Support And Maintenance Services 36
        3. Consulting Services
    17. Global Predictive Maintenance (PdM) Market, By Testing Type
      1. Overview 38
      2. Vibration Monitoring 38
      3. Electrical
    18. Insulation 38
      1. Infrared Thermography 38
      2. Temperature
    19. Monitoring 38
      1. Ultrasonic Leak Detector 39
      2. Oil Analysis
    20. Global Predictive Maintenance (PdM) Market, By Deployment Mode
      1. Overview 41
      2. Cloud 41
      3. On-Premise 41
    21. Global Predictive Maintenance (PdM) Market, By Technique
    22. Overview 43
      1. Traditional Technique 43
      2. Advanced Technique
        1. IoT/Big Data Technique 43
        2. Machine Learning
    23. Technique 43
    24. Global Predictive Maintenance (PdM) Market, By Vertical
      1. Overview 46
      2. Manufacturing 46
      3. Energy
    25. And Utilities 46
      1. Healthcare 46
      2. Automotive 46
      3. Aerospace And Defense 47
      4. Transportation 47
      5. Others 47
    26. Global Predictive Maintenance (PdM) Market, By Region
      1. Overview 49
      2. North America 52
        1. US 59
        2. Canada 62
        3. Mexico 65
      3. Europe 69
        1. Germany 76
        2. UK 79
        3. France 82
        4. Italy 85
        5. Spain 88
        6. Rest Of Europe
      4. Asia-Pacific 95
        1. China 102
    27. Japan 105
      1. Singapore 108
        1. South Korea 111
        2. Rest Of Asia-Pacific 114
      2. Middle East And Africa 118
      3. South America 124
    28. Competitive Landscape
    29. Competitive Overview 130
      1. Market Share Analysis 2020 (%) 131
      2. Competitive Benchmarking 132
    30. Company Profiles
    31. IBM Corporation 133
      1. Company Overview 133
        1. Financial
    32. Overview 134
      1. Products/Solutions/Services/Software Offered 134
        1. Key Developments 135
        2. SWOT Analysis 135
        3. Key Strategies 135
      2. SAP SE 136
        1. Company
    33. Overview 136
      1. Financial Overview 136
        1. Products/Services/Solutions
    34. Offered 137
      1. Key Developments 137
        1. SWOT Analysis
        2. Key Strategies 138
      2. Software AG 139
        1. Company Overview 139
        2. Financial Overview 139
        3. Products/Services/Solutions Offered 140
        4. Key Developments
        5. SWOT Analysis 140
        6. Key Strategies 141
      3. Hitachi, Ltd 142
        1. Company Overview 142
    35. Financial Overview 142
      1. Products/Services/Solutions Offered 143
        1. Key Developments 143
        2. SWOT Analysis 143
        3. Key Strategies 143
      2. Oracle Corporation 144
    36. Company Overview 144
      1. Financial Overview 144
    37. Product/Service/Solutions Offered 145
      1. Key Developments 145
        1. SWOT Analysis 145
        2. Key Strategies 145
    38. Microsoft Corporation 146
      1. Company Overview 146
    39. Financial Overview 146
      1. Product/Service/Solutions Offered 147
        1. Key Developments 147
        2. SWOT Analysis 147
        3. Key Strategies 147
      2. Axiomtek Co, Ltd 148
    40. Company Overview 148
      1. Financial Overview 148
    41. Products/Services/Solutions Offered 149
      1. SWOT Analysis 149
        1. Key Developments 149
        2. Key Strategies 149
    42. XMPro 150
      1. Company Overview 150
        1. Financial Overview
        2. Product/Service/Solutions Offered 150
        3. Key
    43. Developments 150
      1. Key Strategies 150
      2. RapidMiner
        1. Company Overview 151
        2. Financial Overview
        3. Product/Service/Solutions Offered 151
        4. Key
    44. Developments 151
      1. Key Strategies 151
      2. Comtrade
        1. Company Overview 152
        2. Financial Overview
        3. Products/Services/Solutions Offered 152
    45. Key Developments 152
      1. Key Strategies 152
      2. C3 IoT
        1. Company Overview 153
        2. Financial Overview
        3. Products/Services/Solutions Offered 153
    46. Key Developments 153
      1. Key Strategies 153
    47. List Of
    48. MAINTENANCE (PDM) MARKET, BY HARDWARE, 2022-2030 (USD MILLION) 36
    49. GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION)
    50. 2030 (USD MILLION) 40
    51. MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 42
    52. PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 44
    53. 2030 (USD MILLION) 45
    54. MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 48
    55. MAINTENANCE (PDM) MARKET, BY REGION, 2022-2030 (USD MILLION) 50
    56. NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION)
    57. 2030 (USD MILLION) 53
    58. (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 54
    59. AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
    60. MODE, 2022-2030 (USD MILLION) 56
    61. (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 57
    62. AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD
    63. MILLION) 57
    64. BY VERTICAL, 2022-2030 (USD MILLION) 58
    65. MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 59
    66. MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 59
    67. US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
    68. 2030 (USD MILLION) 60
    69. MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 61
    70. MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 61
    71. MILLION) 61
    72. 2030 (USD MILLION) 62
    73. MARKET, BY SERVICES, 2022-2030 (USD MILLION) 62
    74. MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 63
    75. CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
    76. MILLION) 63
    77. TECHNIQUE, 2022-2030 (USD MILLION) 64
    78. (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 64
    79. CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
    80. (USD MILLION) 65
    81. BY SERVICES, 2022-2030 (USD MILLION) 65
    82. (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 66
    83. PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    84. 2030 (USD MILLION) 67
    85. MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 67
    86. PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 68
    87. MILLION) 69
    88. 2030 (USD MILLION) 70
    89. MARKET, BY SERVICES, 2022-2030 (USD MILLION) 71
    90. MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 72
    91. EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
    92. MILLION) 73
    93. TECHNIQUE, 2022-2030 (USD MILLION) 74
    94. (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 74
    95. EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
    96. (USD MILLION) 76
    97. BY SERVICES, 2022-2030 (USD MILLION) 76
    98. MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 77
    99. GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
    100. MILLION) 77
    101. TECHNIQUE, 2022-2030 (USD MILLION) 78
    102. (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 78
    103. GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
    104. (USD MILLION) 79
    105. SERVICES, 2022-2030 (USD MILLION) 80
    106. (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 80
    107. PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    108. (USD MILLION) 81
    109. ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 81
    110. MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 82
    111. FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
    112. 2030 (USD MILLION) 83
    113. MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 83
    114. PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    115. 2030 (USD MILLION) 84
    116. MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 84
    117. PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 85
    118. MILLION) 85
    119. 2030 (USD MILLION) 86
    120. MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 86
    121. MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 87
    122. MILLION) 87
    123. TECHNIQUE, 2022-2030 (USD MILLION) 87
    124. (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 88
    125. PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 88
    126. MILLION) 89
    127. TYPE, 2022-2030 (USD MILLION) 89
    128. (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 90
    129. SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION)
    130. 2030 (USD MILLION) 90
    131. MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 91
    132. PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 91
    133. (USD MILLION) 92
    134. MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 92
    135. EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
    136. MILLION) 93
    137. BY TECHNIQUE, 2022-2030 (USD MILLION) 93
    138. MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 93
    139. (USD MILLION) 94
    140. BY COUNTRY, 2022-2030 (USD MILLION) 95
    141. MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 96
    142. ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION)
    143. TYPE, 2022-2030 (USD MILLION) 98
    144. (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 99
    145. ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD
    146. MILLION) 100
    147. BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 100
    148. PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 101
    149. MILLION) 102
    150. SERVICES, 2022-2030 (USD MILLION) 102
    151. (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 103
    152. CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    153. 2030 (USD MILLION) 104
    154. MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 104
    155. CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
    156. (USD MILLION) 105
    157. BY SERVICES, 2022-2030 (USD MILLION) 105
    158. MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 106
    159. (USD MILLION) 106
    160. BY TECHNIQUE, 2022-2030 (USD MILLION) 107
    161. MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 107
    162. (USD MILLION) 107
    163. BY COMPONENT, 2022-2030 (USD MILLION) 108
    164. MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 108
    165. SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD
    166. MILLION) 109
    167. BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 109
    168. PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 110
    169. 2030 (USD MILLION) 110
    170. (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 110
    171. KOREA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 111
    172. 2030 (USD MILLION) 111
    173. (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 112
    174. SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030
    175. (USD MILLION) 112
    176. MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 113
    177. PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION)
    178. 2030 (USD MILLION) 113
    179. MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 114
    180. REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030
    181. (USD MILLION) 114
    182. (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 115
    183. REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030
    184. (USD MILLION) 115
    185. (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 116
    186. OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030
    187. (USD MILLION) 116
    188. (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 117
    189. EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
    190. BY SERVICES, 2022-2030 (USD MILLION) 119
    191. PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 120
    192. DEPLOYMENT MODE, 2022-2030 (USD MILLION) 121
    193. AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION)
    194. BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 122
    195. AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
    196. 2030 (USD MILLION) 124
    197. (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 125
    198. AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
    199. DEPLOYMENT MODE, 2022-2030 (USD MILLION) 127
    200. PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 128
    201. TECHNIQUE, 2022-2030 (USD MILLION) 128
    202. MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 129
    203. PREDICTIVE MAINTENANCE (PDM) MARKET: MARKET STRUCTURE 19
    204. PROCESS OF MRFR 20
    205. (2020 VS 2027) 26
    206. (2020 VS 2027) 26
    207. (PDM) MARKET 27
    208. MARKET 29
    209. MARKET 30
    210. MAINTENANCE (PDM) MARKET 32
    211. MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 35
    212. MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 37
    213. GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
    214. MODE, 2022-2030 (USD MILLION) 41
    215. (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 44
    216. PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE 2022-2030 (USD MILLION)
    217. 2030 (USD MILLION) 48
    218. MARKET, BY REGION, 2022-2030 (USD MILLION) 49
    219. CORRECTIVE MAINTENANCE, PREVENTIVE MAINTENANCE AND PREDICTIVE MAINTENANCE MARKET,
    220. BY COUNTRY 51
    221. BY COUNTRY, 2022-2030 (USD MILLION) 52
    222. MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 53
    223. NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD
    224. MILLION) 54
    225. BY TESTING TYPE, 2022-2030 (USD MILLION) 55
    226. PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    227. 2030 (USD MILLION) 57
    228. (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 58
    229. PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 69
    230. EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
    231. 2030 (USD MILLION) 71
    232. MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 72
    233. PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    234. 2030 (USD MILLION) 74
    235. MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 75
    236. PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 95
    237. ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
    238. 2030 (USD MILLION) 97
    239. (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 98
    240. PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    241. 2030 (USD MILLION) 100
    242. (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 101
    243. EAST AND AFRICA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
    244. BY SERVICES, 2022-2030 (USD MILLION) 119
    245. PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 120
    246. DEPLOYMENT MODE, 2022-2030 (USD MILLION) 121
    247. AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION)
    248. BY VERTICAL, 2022-2030 (USD MILLION) 122
    249. MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 124
    250. SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD
    251. MILLION) 125
    252. BY TESTING TYPE, 2022-2030 (USD MILLION) 126
    253. PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
    254. TECHNIQUE 2022-2030 (USD MILLION) 128
    255. MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 129
    256. COMPETITIVE BENCHMARKING ANALYSIS 132

    Predictive Maintenance (PdM) Market Segmentation

    Predictive maintenance (PdM) Component Outlook (USD Million, 2018-2030)

    • Hardware
    • Solution
    • Services

    Predictive maintenance (PdM) Testing Testing Type Outlook (USD Million, 2018-2030)

    • Vibration Monitoring
    • Electrical Insulation
    • Infrared Thermography
    • Temperature Monitoring
    • Ultrasonic Leak Detector
    • Oil Analysis

    Predictive maintenance (PdM) Deployment Mode Outlook (USD Million, 2018-2030)

    • Cloud
    • On-premise

    Predictive maintenance (PdM) Technique Outlook (USD Million, 2018-2030)

    • Traditional Technique
    • Advanced Technique

    Predictive maintenance (PdM) Vertical Outlook (USD Million, 2018-2030)

    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

    Predictive maintenance (PdM) Regional Outlook (USD Million, 2018-2030)

    • North AmericaOutlook (USD Million, 2018-2030)

      • North America Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • North America Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • North America Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • North America Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • North America Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others
      • USOutlook (USD Million, 2018-2030)

      • US Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • US Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • US Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • US Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • US Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • CANADAOutlook (USD Million, 2018-2030)

      • CANADA Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • CANADA Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • CANADA Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • CANADA Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • CANADA Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others
    • EuropeOutlook (USD Million, 2018-2030)

      • Europe Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Europe Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Europe Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Europe Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Europe Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • GermanyOutlook (USD Million, 2018-2030)

      • Germany Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Germany Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Germany Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Germany Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Germany Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • FranceOutlook (USD Million, 2018-2030)

      • France Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • France Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • France Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • France Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • France Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • UKOutlook (USD Million, 2018-2030)

      • UK Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • UK Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • UK Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • UK Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • UK Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • ITALYOutlook (USD Million, 2018-2030)

      • ITALY Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • ITALY Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • ITALY Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • ITALY Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • ITALY Predictive maintenance (Pdm) by Vertica
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others
      • SPAINOutlook (USD Million, 2018-2030)

      • Spain Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • SpainPredictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • SpainPredictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • SpainPredictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Spain Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • Rest Of EuropeOutlook (USD Million, 2018-2030)

      • Rest Of Europe Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • REST OF EUROPE Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • REST OF EUROPE Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • REST OF EUROPE Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • REST OF EUROPE Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others
    • Asia-PacificOutlook (USD Million, 2018-2030)

      • Asia-Pacific Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Asia-Pacific Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Asia-Pacific Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Asia-Pacific Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Asia-Pacific Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • ChinaOutlook (USD Million, 2018-2030)

      • China Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • China Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • China Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • China Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • China Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • JapanOutlook (USD Million, 2018-2030)

      • Japan Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Japan Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Japan Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Japan Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Japan Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • India Outlook (USD Million, 2018-2030)

      • India Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • India Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • India Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • India Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • India Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • AustraliaOutlook (USD Million, 2018-2030)

      • Australia Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Australia Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Australia Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Australia Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Australia Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • Rest of Asia-PacificOutlook (USD Million, 2018-2030)

      • Rest of Asia-Pacific Predictive maintenance (PdM) by Component
        • Anterior Interbody Fusion
        • Anterior Predictive maintenance (PdM)
        • Posterior Fusion
        • Others
      • Rest of Asia-Pacific Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Rest of Asia-Pacific Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Rest of Asia-Pacific Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Rest of Asia-Pacific Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others
    • Rest of the WorldOutlook (USD Million, 2018-2030)

      • Rest of the World Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Rest of the World Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Rest of the World Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Rest of the World Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Rest of the World Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others
      • Middle EastOutlook (USD Million, 2018-2030)

      • Middle East Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Middle East Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Middle East Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Middle East Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Middle East Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • AfricaOutlook (USD Million, 2018-2030)

      • Africa Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Africa Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Africa Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Africa Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Africa Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others

      • Latin AmericaOutlook (USD Million, 2018-2030)

      • Latin America Predictive maintenance (PdM) by Component
        • Hardware
        • Solution
        • Services
      • Latin America Predictive maintenance (PdM) by Testing Type
        • Vibration Monitoring
        • Electrical Insulation
        • Infrared Thermography
        • Temperature Monitoring
        • Ultrasonic Leak Detector
        • Oil Analysis
      • Latin America Predictive maintenance (PdM) by Deployment Mode
        • Cloud
        • On-premise
      • Latin America Predictive maintenance (PdM) by Technique
        • Traditional Technique
        • Advanced Technique
      • Latin America Predictive maintenance (Pdm) by Vertical
    • Manufacturing
    • Healthcare
    • Energy & Utility
    • Automotive
    • Aerospace & Defense
    • Transportation
    • Others
    Predictive Maintenance Market Research Report - Global Forecast till 2030 Infographic
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