Predictive Maintenance Market by Component (Software and Service), Deployment Type (Cloud and On-premise), Technique (Vibration Monitoring, Electrical Testing, Oil Analysis, Ultrasonic Leak Detectors, Shock Pulse, Infrared, and Others), Stakeholder (MRO, OEM/ODM, and Technology Integrators), and Industry Vertical (Manufacturing, Energy & Utilities, Aerospace & Defense, Transportation & Logistics, Government, and Others): Global Opportunity Analysis and Industry Forecast, 2019-2026

1.1. Report Description

1.2. Key Market Segments

1.3. Research Methodology

1.3.1. Primary Research

1.3.2. Secondary Research

1.3.3. Analyst Tools & Models

Chapter 2: Executive Summary

2.1. Cxo Perspective

Chapter 3: Market Landscape

3.1. Market Definition And Scope

3.2. Key Findings

3.2.1. Top Investment Pockets

3.2.2. Top Impacting Factors

3.2.3. Top Winning Strategies

3.3. Porter'S Five Forces Analysis

3.3.1. Bargaining Power of Suppliers

3.3.2. Threat of New Entrants

3.3.3. Threat of Substitutes

3.3.4. Competitive Rivalry

3.3.5. Bargaining Power Among Buyers

3.4. Key Player Positioning

3.5. Market Dynamics

3.5.1. Drivers

3.5.1.1. The Need To Improve Uptime of Equipment And Maintenance Cost Reduction

3.5.1.2. Increase In Investment On Predictive Maintenance

3.5.2. Restraints

3.5.2.1. Lack of Skilled Staff

3.5.2.2. Difficult To Implement

3.5.2.3. Data Privacy And Security Concerns

3.5.3. Opportunity

3.5.3.1. Integration of Predictive Maintenance With Iiot And Use of Machine Learning

3.5.3.2. Real-Time Condition Monitoring To Assist In Taking Prompt Actions

3.6. Value Chain Analysis

3.7. Robotics Adoption In Manufacturing

3.8. Ai Implementation Analysis Across Industry Verticals

3.9. Qualitative Insights (Detection And Diagnosis)

3.9.1. Case Studies

3.9.2. Mueller Industries

3.9.3. Deutsche Bahn Ag

3.9.4. Vaalco Energy, Inc.

3.9.5. Israel Electric Corporation (Iec)

3.10. Models And Approaches

3.10.1. Statistical Pattern Classification:

3.10.1.1. Bayesian Network

3.10.1.2. Neural Networks

3.10.1.3. Linear Classification

3.10.1.4. Hybrid Models

3.10.2. Pattern Classification: Phases And Components

3.10.2.1. Training Phase

3.10.2.2. Testing Phase

3.10.3. Sub Problems Pattern Classification

3.10.3.1. Feature Extraction

3.10.3.2. Over Fitting

3.10.3.3. Model Selection

3.10.3.4. Prior Knowledge

3.10.3.5. Missing Features

3.10.3.6. Mereology

3.10.3.7. Segmentation

3.10.3.8. Context

3.10.3.9. Invariance’S Evidence

3.10.3.10. Pooling Costs And Risks

3.10.3.11. Computational Complexity

Chapter 4: Predictive Maintenance Market, By Component

4.1. Overview

4.2. Solution

4.2.1. Key Market Trends, Growth Factors And Opportunities

4.2.2. Market Size And Forecast, By Region

4.2.3. Market Analysis By Country

4.3. Service

4.3.1. Key Market Trends, Growth Factors, And Opportunities

4.3.2. Market Size And Forecast, By Region

4.3.3. Market Analysis By Country

4.3.4. Professional Service

4.3.4.1. Market Size And Forecast

4.3.4.2. Support And Maintenance

4.3.4.3. Deployment And Integration

4.3.4.4. Training And Education

4.3.5. Managed Service

Chapter 5: Predictive Maintenance Market, By Technique

5.1. Overview

5.2. Vibration Monitoring

5.2.1. Key Market Trends, Growth Factors And Opportunities

5.2.2. Market Size And Forecast, By Region

5.2.3. Market Analysis By Country

5.3. Electrical Testing

5.3.1. Key Market Trends, Growth Factors, And Opportunities

5.3.2. Market Size And Forecast, By Region

5.3.3. Market Analysis By Country

5.4. Oil Analysis

5.4.1. Key Market Trends, Growth Factors, And Opportunities

5.4.2. Market Size And Forecast, By Region

5.4.3. Market Analysis By Country

5.5. Ultrasonic Leak Detectors

5.5.1. Key Market Trends, Growth Factors, And Opportunities

5.5.2. Market Size And Forecast, By Region

5.5.3. Market Analysis By Country

5.6. Shock Pulse

5.6.1. Key Market Trends, Growth Factors, And Opportunities

5.6.2. Market Size And Forecast, By Region

5.6.3. Market Analysis By Country

5.7. Infrared

5.7.1. Key Market Trends, Growth Factors And Opportunities

5.7.2. Market Size And Forecast, By Region

5.7.3. Market Analysis By Country

5.8. Others

5.8.1. Key Market Trends, Growth Factors And Opportunities

5.8.2. Market Size And Forecast, By Region

5.8.3. Market Analysis By Country

Chapter 6: Predictive Maintenance Market, By Deployment Type

6.1. Overview

6.2. Cloud

6.2.1. Key Market Trends, Growth Factors And Opportunities

6.2.2. Market Size And Forecast, By Region

6.2.3. Market Analysis By Country

6.3. On-Premise

6.3.1. Key Market Trends, Growth Factors And Opportunities

6.3.2. Market Size And Forecast, By Region

6.3.3. Market Analysis By Country

Chapter 7: Predictive Maintenance Market, By Stakeholder

7.1. Overview

7.2. Mro

7.2.1. Key Market Trends, Growth Factors And Opportunities

7.2.2. Market Size And Forecast, By Region

7.2.3. Market Analysis By Country

7.3. Oem/Odm

7.3.1. Key Market Trends, Growth Factors And Opportunities

7.3.2. Market Size And Forecast, By Region

7.3.3. Market Analysis By Country

7.4. Technology Integrators

7.4.1. Key Market Trends, Growth Factors And Opportunities

7.4.2. Market Size And Forecast, By Region

7.4.3. Market Analysis By Country

7.4.4. Pure Play

7.4.5. End-To-End

Chapter 8: Predictive Maintenance Market, By Industry Vertical

8.1. Overview

8.2. Manufacturing

8.2.1. Key Market Trends, Growth Factors And Opportunities

8.2.2. Market Size And Forecast, By Region

8.2.3. Market Analysis By Country

8.3. Energy & Utilities

8.3.1. Key Market Trends, Growth Factors And Opportunities

8.3.2. Market Size And Forecast, By Region

8.3.3. Market Analysis By Country

8.4. Aerospace & Defense

8.4.1. Key Market Trends, Growth Factors And Opportunities

8.4.2. Market Size And Forecast, By Region

8.4.3. Market Analysis By Country

8.5. Transportation & Logistics

8.5.1. Key Market Trends, Growth Factors And Opportunities

8.5.2. Market Size And Forecast, By Region

8.5.3. Market Analysis By Country

8.6. Government

8.6.1. Key Market Trends, Growth Factors And Opportunities

8.6.2. Market Size And Forecast, By Region

8.6.3. Market Analysis By Country

8.7. Healthcare

8.7.1. Key Market Trends, Growth Factors And Opportunities

8.7.2. Market Size And Forecast, By Region

8.7.3. Market Analysis By Country

8.8. Others

8.8.1. Key Market Trends, Growth Factors And Opportunities

8.8.2. Market Size And Forecast, By Region

8.8.3. Market Analysis By Country

Chapter 9: Predictive Maintenance Market, By Region

9.1. Overview

9.2. North America

9.2.1. Key Market Trends, Growth Factors And Opportunities

9.2.2. Market Size And Forecast, By Component

9.2.3. Market Size And Forecast, By Technique

9.2.4. Market Size And Forecast, By Deployment Type

9.2.5. Market Size And Forecast, By Stakeholders

9.2.6. Market Size And Forecast, By Industry Vertical

9.2.7. Market Analysis By Country

9.2.7.1. U.S.

9.2.7.1.1. Market Size And Forecast, By Component

9.2.7.1.2. Market Size And Forecast, By Technique

9.2.7.1.3. Market Size And Forecast, By Deployment Type

9.2.7.1.4. Market Size And Forecast, By Stakeholders

9.2.7.1.5. Market Size And Forecast, By Industry Vertical

9.2.7.2. Canada

9.2.7.2.1. Market Size And Forecast, By Component

9.2.7.2.2. Market Size And Forecast, By Technique

9.2.7.2.3. Market Size And Forecast, By Deployment Type

9.2.7.2.4. Market Size And Forecast, By Stakeholders

9.2.7.2.5. Market Size And Forecast, By Industry Vertical

9.3. Europe

9.3.1. Key Market Trends, Growth Factors And Opportunities

9.3.2. Market Size And Forecast, By Component

9.3.3. Market Size And Forecast, By Technique

9.3.4. Market Size And Forecast, By Deployment Type

9.3.5. Market Size And Forecast, By Stakeholders

9.3.6. Market Size And Forecast, By Industry Vertical

9.3.7. Market Analysis By Country

9.3.7.1. Germany

9.3.7.1.1. Market Size And Forecast, By Component

9.3.7.1.2. Market Size And Forecast, By Technique

9.3.7.1.3. Market Size And Forecast, By Deployment Type

9.3.7.1.4. Market Size And Forecast, By Stakeholders

9.3.7.1.5. Market Size And Forecast, By Industry Vertical

9.3.7.2. France

9.3.7.2.1. Market Size And Forecast, By Component

9.3.7.2.2. Market Size And Forecast, By Technique

9.3.7.2.3. Market Size And Forecast, By Deployment Type

9.3.7.2.4. Market Size And Forecast, By Stakeholders

9.3.7.2.5. Market Size And Forecast, By Industry Vertical

9.3.7.3. Uk

9.3.7.3.1. Market Size And Forecast, By Component

9.3.7.3.2. Market Size And Forecast, By Technique

9.3.7.3.3. Market Size And Forecast, By Deployment Type

9.3.7.3.4. Market Size And Forecast, By Stakeholders

9.3.7.3.5. Market Size And Forecast, By Industry Vertical

9.3.7.4. Italy

9.3.7.4.1. Market Size And Forecast, By Component

9.3.7.4.2. Market Size And Forecast, By Technique

9.3.7.4.3. Market Size And Forecast, By Deployment Type

9.3.7.4.4. Market Size And Forecast, By Stakeholders

9.3.7.4.5. Market Size And Forecast, By Industry Vertical

9.3.7.5. Rest of Europe

9.3.7.5.1. Market Size And Forecast, By Component

9.3.7.5.2. Market Size And Forecast, By Technique

9.3.7.5.3. Market Size And Forecast, By Deployment Type

9.3.7.5.4. Market Size And Forecast, By Stakeholders

9.3.7.5.5. Market Size And Forecast, By Industry Vertical

9.4. Asia-Pacific

9.4.1. Key Market Trends, Growth Factors And Opportunities

9.4.2. Market Size And Forecast, By Component

9.4.3. Market Size And Forecast, By Technique

9.4.4. Market Size And Forecast, By Deployment Type

9.4.5. Market Size And Forecast, By Stakeholders

9.4.6. Market Size And Forecast, By Industry Vertical

9.4.7. Market Analysis By Country

9.4.7.1. Japan

9.4.7.1.1. Market Size And Forecast, By Component

9.4.7.1.2. Market Size And Forecast, By Technique

9.4.7.1.3. Market Size And Forecast, By Deployment Type

9.4.7.1.4. Market Size And Forecast, By Stakeholders

9.4.7.1.5. Market Size And Forecast, By Industry Vertical

9.4.7.2. China

9.4.7.2.1. Market Size And Forecast, By Component

9.4.7.2.2. Market Size And Forecast, By Technique

9.4.7.2.3. Market Size And Forecast, By Deployment Type

9.4.7.2.4. Market Size And Forecast, By Stakeholders

9.4.7.2.5. Market Size And Forecast, By Industry Vertical

9.4.7.3. India

9.4.7.3.1. Market Size And Forecast, By Component

9.4.7.3.2. Market Size And Forecast, By Technique

9.4.7.3.3. India Size And Forecast, By Deployment Type

9.4.7.3.4. Market Size And Forecast, By Stakeholders

9.4.7.3.5. Market Size And Forecast, By Industry Vertical

9.4.7.4. South Korea

9.4.7.4.1. Market Size And Forecast, By Component

9.4.7.4.2. Market Size And Forecast, By Technique

9.4.7.4.3. Market Size And Forecast, By Deployment Type

9.4.7.4.4. Market Size And Forecast, By Stakeholders

9.4.7.4.5. Market Size And Forecast, By Industry Vertical

9.4.7.5. Rest of Asia-Pacific

9.4.7.5.1. Market Size And Forecast, By Component

9.4.7.5.2. Market Size And Forecast, By Technique

9.4.7.5.3. Market Size And Forecast, By Deployment Type

9.4.7.5.4. Market Size And Forecast, By Stakeholders

9.4.7.5.5. Market Size And Forecast, By Industry Vertical

9.5. Lamea

9.5.1. Key Market Trends, Growth Factors And Opportunities

9.5.2. Market Size And Forecast, By Component

9.5.3. Market Size And Forecast, By Technique

9.5.4. Market Size And Forecast, By Deployment Type

9.5.5. Market Size And Forecast, By Stakeholders

9.5.6. Market Size And Forecast, By Industry Vertical

9.5.7. Market Analysis By Country

9.5.7.1. Latin America

9.5.7.1.1. Market Size And Forecast, By Component

9.5.7.1.2. Market Size And Forecast, By Technique

9.5.7.1.3. Market Size And Forecast, By Deployment Type

9.5.7.1.4. Market Size And Forecast, By Stakeholders

9.5.7.1.5. Market Size And Forecast, By Industry Vertical

9.5.7.2. Middle East

9.5.7.2.1. Market Size And Forecast, By Component

9.5.7.2.2. Market Size And Forecast, By Technique

9.5.7.2.3. Market Size And Forecast, By Deployment Type

9.5.7.2.4. Market Size And Forecast, By Stakeholders

9.5.7.2.5. Market Size And Forecast, By Industry Vertical

9.5.7.3. Africa

9.5.7.3.1. Market Size And Forecast, By Component

9.5.7.3.2. Market Size And Forecast, By Technique

9.5.7.3.3. Market Size And Forecast, By Deployment Type

9.5.7.3.4. Market Size And Forecast, By Stakeholders

9.5.7.3.5. Market Size And Forecast, By Industry Vertical

Chapter 10: Company Profiles

10.1. Asystom

10.1.1. Company Overview

10.1.2. Key Executives

10.1.3. Company Snapshot

10.1.4. Product Portfolio

10.1.5. Key Strategic Moves And Developments

10.2. C3.Ai, Inc.

10.2.1. Company Overview

10.2.2. Key Executives

10.2.3. Company Snapshot

10.2.4. Product Portfolio

10.2.5. Key Strategic Moves And Developments

10.3. Engineering Consultants Group, Inc.

10.3.1. Company Overview

10.3.2. Key Executives

10.3.3. Company Snapshot

10.3.4. Product Portfolio

10.3.5. Key Strategic Moves And Developments

10.4. Expert Microsystems, Inc.

10.4.1. Company Overview

10.4.2. Key Executives

10.4.3. Company Snapshot

10.4.4. Product Portfolio

10.5. Fiix Inc.

10.5.1. Company Overview

10.5.2. Key Executives

10.5.3. Company Snapshot

10.5.4. Product Portfolio

10.5.5. Key Strategic Moves And Developments

10.6. Operational Excellence (Opex) Group Ltd

10.6.1. Company Overview

10.6.2. Key Executives

10.6.3. Company Snapshot

10.6.4. Product Portfolio

10.6.5. Key Strategic Moves And Developments

10.7. Sigma Industrial Precision

10.7.1. Company Overview

10.7.2. Key Executives

10.7.3. Company Snapshot

10.7.4. Product Portfolio

10.8. Spark Cognition

10.8.1. Company Overview

10.8.2. Key Executives

10.8.3. Company Snapshot

10.8.4. Product Portfolio

10.8.5. Key Strategic Moves And Developments

10.9. Tibco Software Inc.

10.9.1. Company Overview

10.9.2. Key Executives

10.9.3. Company Snapshot

10.9.4. Product Portfolio

10.9.5. Key Strategic Moves And Developments

10.10. Uptake Technologies Inc.

10.10.1. Company Overview

10.10.2. Key Executives

10.10.3. Company Snapshot

10.10.4. Product Portfolio

10.10.5. Key Strategic Moves And Developments

10.11. General Electric

10.11.1. Company Overview

10.11.2. Key Executives

10.11.3. Company Snapshot

10.11.4. Operating Business Segments

10.11.5. Product Portfolio

10.11.6. Business Performance

10.11.7. Key Strategic Moves And Developments

10.12. Hitachi, Ltd.

10.12.1. Company Overview

10.12.2. Key Executives

10.12.3. Company Snapshot

10.12.4. Operating Business Segments

10.12.5. Product Portfolio

10.12.6. R&D Expenditure

10.12.7. Business Performance

10.12.8. Key Strategic Moves And Developments

10.13. International Business Machines Corporation (Ibm)

10.13.1. Company Overview

10.13.2. Key Executives

10.13.3. Company Snapshot

10.13.4. Operating Business Segments

10.13.5. Product Portfolio

10.13.6. R&D Expenditure

10.13.7. Business Performance

10.13.8. Key Strategic Moves And Developments

10.14. Microsoft Corporation

10.14.1. Company Overview

10.14.2. Key Executives

10.14.3. Company Snapshot

10.14.4. Operating Business Segments

10.14.5. Product Portfolio

10.14.6. R&D Expenditure

10.14.7. Business Performance

10.14.8. Key Strategic Moves And Developments

10.15. Ptc Inc.

10.15.1. Company Overview

10.15.2. Key Executives

10.15.3. Company Snapshot

10.15.4. Operating Business Segments

10.15.5. Product Portfolio

10.15.6. R&D Expenditure

10.15.7. Business Performance

10.15.8. Key Strategic Moves And Developments

10.16. Sap

10.16.1. Company Overview

10.16.2. Key Executives

10.16.3. Company Snapshot

10.16.4. Operating Business Segments

10.16.5. Product Portfolio

10.16.6. R&D Expenditure

10.16.7. Business Performance

10.16.8. Key Strategic Moves And Developments

10.17. Sas Institute Inc.

10.17.1. Company Overview

10.17.2. Key Executives

10.17.3. Company Snapshot

10.17.4. Product Portfolio

10.17.5. Key Strategic Moves And Developments

10.18. Schneider Electric Se

10.18.1. Company Overview

10.18.2. Key Executives

10.18.3. Company Snapshot

10.18.4. Operating Business Segments

10.18.5. Product Portfolio

10.18.6. R&D Expenditure

10.18.7. Business Performance

10.18.8. Key Strategic Moves And Developments

10.19. Software Ag

10.19.1. Company Overview

10.19.2. Key Executives

10.19.3. Company Snapshot

10.19.4. Operating Business Segments

10.19.5. Product Portfolio

10.19.6. R&D Expenditure

10.19.7. Business Performance

10.19.8. Key Strategic Moves And Developments

Table 01. Global Predictive Maintenance Market, By Component, 2018-2026 ($Million)

Table 02. Predictive Maintenance Market For Solution Revenue, By Region 2018-2026 ($Million)

Table 03. Predictive Maintenance Market Revenue For Service, By Region, 2018-2026 ($Million)

Table 04. Global Predictive Maintenance Market, By Service, 2018-2026($Million)

Table 05. Global Predictive Maintenance Market, By Professional Service, 2018-2026($Million)

Table 06. Global Predictive Maintenance Market, By Technique, 2018-2026($Million)

Table 07. Predictive Maintenance Market Revenue For Vibration Monitoring, By Region 2018-2026 ($Million)

Table 08. Predictive Maintenance Market Revenue For Electrical Testing, By Region, 2018-2026 ($Million)

Table 09. Predictive Maintenance Market Revenue For Oil Analysis, By Region, 2018-2026 ($Million)

Table 10. Predictive Maintenance Market Revenue For Ultrasonic Leak Detectors, By Region, 2018-2026 ($Million)

Table 11. Predictive Maintenance Market Revenue For Shock Pulse, By Region, 2018-2026 ($Million)

Table 12. Predictive Maintenance Market Revenue For Infrared, By Region 2018-2026 ($Million)

Table 13. Predictive Maintenance Market Revenue For Others, By Region 2018-2026 ($Million)

Table 14. Global Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026($Million)

Table 15. Predictive Maintenance Market Revenue For Cloud, By Region 2018-2026 ($Million)

Table 16. Predictive Maintenance Market Revenue For On-Premise, By Region 2018-2026 ($Million)

Table 17. Global Predictive Maintenance Market Revenue, By Stakeholder, 2018-2026($Million)

Table 18. Predictive Maintenance Market Revenue For Mro, By Region 2018-2026 ($Million)

Table 19. Predictive Maintenance Market Revenue For Oem/Odm, By Region 2018-2026 ($Million)

Table 20. Global Predictive Maintenance Market, By Technology Integrators, 2018-2026($Million)

Table 21. Predictive Maintenance Market Revenue For Technology Integrators, By Region 2018-2026 ($Million)

Table 22. Global Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026($Million)

Table 23. Predictive Maintenance Market Revenue For Manufacturing, By Region 2018-2026 ($Million)

Table 24. Predictive Maintenance Market Revenue For Energy & Utilities, By Region 2018-2026 ($Million)

Table 25. Predictive Maintenance Market Revenue For Aerospace & Defense, By Region 2018-2026 ($Million)

Table 26. Predictive Maintenance Market Revenue For Transportation & Logistics, By Region 2018-2026 ($Million)

Table 27. Predictive Maintenance Market Revenue For Government, By Region 2018-2026 ($Million)

Table 28. Predictive Maintenance Market Revenue For Healthcare, By Region 2018-2026 ($Million)

Table 29. Predictive Maintenance Market Revenue For Others, By Region 2018-2026 ($Million)

Table 30. North America Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 31. North America Predictive Maintenance Market Value, By Technique, 2018-2026 ($Million)

Table 32. North America Predictive Maintenance Market Value, By Deployment Type, 2018-2026 ($Million)

Table 33. North America Predictive Maintenance Market Value, By Stakeholders, 2018-2026 ($Million)

Table 34. North America Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 35. North America Predictive Maintenance Market Revenue, By Country, 2018-2026 ($Million)

Table 36. U.S. Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 37. U.S. Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 38. U.S. Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 39. U.S. Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 40. U.S. Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 41. Canada Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 42. Canada Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 43. Canada Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 44. Canada Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 45. Canada Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 46. Europe Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 47. Europe Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 48. Europe Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 49. Europe Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 50. Europe Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 51. Europe Predictive Maintenance Market Revenue, By Country, 2018-2026 ($Million)

Table 52. Germany Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 53. Germany Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 54. Germany Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 55. Germany Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 56. Germany Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 57. France Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 58. France Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 59. France Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 60. France Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 61. France Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 62. Uk Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 63. Uk Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 64. Uk Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 65. Uk Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 66. Uk Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 67. Italy Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 68. Italy Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 69. Italy Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 70. Italy Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 71. Italy Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 72. Rest of Europe Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 73. Rest of Europe Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 74. Rest of Europe Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 75. Rest of Europe Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 76. Rest of Europe Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 77. Asia-Pacific Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 78. Asia-Pacific Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 79. Asia-Pacific Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 80. Asia-Pacific Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 81. Asia-Pacific Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 82. Asia-Pacific Predictive Maintenance Market Revenue, By Country, 2018-2026 ($Million)

Table 83. Japan Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 84. Japan Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 85. Japan Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 86. Japan Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 87. Japan Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 88. China Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 89. China Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 90. China Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 91. China Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 92. China Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 93. India Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 94. India Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 95. India Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 96. India Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 97. India Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 98. South Korea Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 99. South Korea Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 100. South Korea Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 101. South Korea Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 102. South Korea Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 103. Rest of Asia-Pacific Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 104. Rest of Asia-Pacific Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 105. Rest of Asia-Pacific Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 106. Rest of Asia-Pacific Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 107. Rest of Asia-Pacific Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 108. Lamea Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 109. Lamea Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 110. Lamea Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 111. Lamea Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 112. Lamea Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 113. Lamea Predictive Maintenance Market Revenue, By Country, 2018-2026 ($Million)

Table 114. Latin America Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 115. Latin America Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 116. Latin America Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 117. Latin America Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 118. Latin America Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 119. Middle East Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 120. Middle East Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 121. Middle East Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 122. Middle East Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 123. Middle East Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 124. Africa Predictive Maintenance Market Revenue, By Component 2018-2026 ($Million)

Table 125. Africa Predictive Maintenance Market Revenue, By Technique, 2018-2026 ($Million)

Table 126. Africa Predictive Maintenance Market Revenue, By Deployment Type, 2018-2026 ($Million)

Table 127. Africa Predictive Maintenance Market Revenue, By Stakeholders, 2018-2026 ($Million)

Table 128. Africa Predictive Maintenance Market Revenue, By Industry Vertical, 2018-2026 ($Million)

Table 129. Asystom: Key Executives

Table 130. Asystom: Company Snapshot

Table 131. Asystom: Product Portfolio

Table 132. C3.Ai, Inc.: Key Executives

Table 133. C3.Ai, Inc.: Company Snapshot

Table 134. C3.Ai, Inc.: Product Portfolio

Table 135. Engineering Consultants Group, Inc.: Key Executives

Table 136. Engineering Consultants Group, Inc.: Company Snapshot

Table 137. Engineering Consultants Group, Inc.: Product Portfolio

Table 138. Expert Microsystems, Inc.: Key Executives

Table 139. Expert Microsystems, Inc.: Company Snapshot

Table 140. Expert Microsystems, Inc.: Product Portfolio

Table 141. Fiix Inc.: Key Executives

Table 142. Fiix Inc.: Company Snapshot

Table 143. Fiix Inc.: Product Portfolio

Table 144. Operational Excellence (Opex) Group Ltd: Key Executives

Table 145. Operational Excellence (Opex) Group Ltd: Company Snapshot

Table 146. Operational Excellence (Opex) Group Ltd: Product Portfolio

Table 147. Sigma Industrial Precision: Key Executives

Table 148. Sigma Industrial Precision: Company Snapshot

Table 149. Sigma Industrial Precision: Product Portfolio

Table 150. Sparkcognition: Key Executives

Table 151. Sparkcognition: Company Snapshot

Table 152. Sparkcognition: Product Portfolio

Table 153. Tibco Software Inc.: Key Executives

Table 154. Tibco Software Inc.: Company Snapshot

Table 155. Tibco Software Inc.: Product Portfolio

Table 156. Uptake Technologies Inc.: Key Executives

Table 157. Uptake Technologies Inc.: Company Snapshot

Table 158. Uptake Technologies Inc.: Product Portfolio

Table 159. General Electric: Key Executives

Table 160. General Electric: Company Snapshot

Table 161. General Electric Company: Operating Segments

Table 162. General Electric: Product Portfolio

Table 163. Hitachi, Ltd.: Key Executives

Table 164. Hitachi, Ltd.: Company Snapshot

Table 165. Hitachi, Ltd.: Operating Segments

Table 166. Hitachi Ltd: Product Portfolio

Table 167. International Business Machines Corporation: Key Executives

Table 168. International Business Machines Corporation: Company Snapshot

Table 169. General Electric Company: Operating Segments

Table 170. International Business Machines Corporation: Product Portfolio

Table 171. Microsoft Corporation: Key Executives

Table 172. Microsoft Corporation: Company Snapshot

Table 173. Microsoft Corporation: Operating Segments

Table 174. Microsoft Corporation: Product Portfolio

Table 175. Ptc Inc.: Key Executives

Table 176. Ptc Inc.: Company Snapshot

Table 177. Ptc Inc.: Operating Segments

Table 178. Ptc Inc.: Product Portfolio

Table 179. Sap: Key Executives

Table 180. Sap: Company Snapshot

Table 181. Sap: Operating Segments

Table 182. Sap Se: Product Portfolio

Table 183. Sas Institute Inc.: Key Executives

Table 184. Sas Institute Inc.: Company Snapshot

Table 185. Sas Institute Inc.: Product Portfolio

Table 186. Schneider Electric Se: Key Executives

Table 187. Schneider Electric Se: Company Snapshot

Table 188. Schneider Electric Se: Operating Segments

Table 189. Schneider Electric Se: Product Portfolio

Table 190. Software Ag: Key Executives

Table 191. Software Ag: Company Snapshot

Table 192. Software Ag: Operating Segments

Table 193. Software Ag: Product Portfolio