Chapter No. 1 : Introduction 25
1.1. Report Description 25
1.1.1. Purpose of the Report 25
1.1.2. USP & Key Offerings 25
1.2. Key Benefits for Stakeholders 25
1.3. Target Audience 26
1.4. Report Scope 27
Chapter No. 2 : Executive Summary 29
2.1. Predictive Maintenance Market Snapshot 29
2.2. Global Predictive Maintenance Market, 2017 – 2022 (USD Million) 30
Chapter No. 3 : Impact Analysis of COVID 19 & Russia-Ukraine War on Predictive Maintenance Market 31
3.1. Impact Assessment of COVID-19 Pandemic, By Region 31
3.1.1. Supply chain disruptions 31
3.1.2. Demand fluctuations 31
3.1.3. Shift in product mix 31
3.1.4. Reduced industrial activity 31
3.1.5. Temporary disruptions and delays 31
3.1.6. Shift in focus towards essential services 31
3.2. Russia-Ukraine War Impacts 32
3.2.1. Uncertainty and economic instability 32
3.2.2. Supply chain disruptions 32
3.2.3. Regional market shifts 32
3.2.4. Shift in government priorities 32
Chapter No. 4 : Predictive Maintenance Market – Industry Analysis 33
4.1. Introduction 33
4.2. Market Drivers 34
4.2.1. Driving Factor 1 Analysis 34
4.2.2. Driving Factor 2 Analysis 35
4.3. Market Restraints 36
4.3.1. Restraining Factor Analysis 36
4.4. Market Opportunities 37
4.4.1. Market Opportunity Analysis 37
4.5. Porter’s Five Forces Analysis 38
4.6. Value Chain Analysis 39
4.7. Buying Criteria 40
Chapter No. 5 : Analysis Competitive Landscape 41
5.1. Company Market Share Analysis – 2022 41
5.1.1. Global Predictive Maintenance Market: Company Market Share, by Revenue2022 41
5.1.2. Global Predictive Maintenance Market: Top 6 Company Market Share, by Revenue2022 41
5.1.3. Global Predictive Maintenance Market: Top 3 Company Market Share, by Revenue2022 42
5.1. Global Predictive Maintenance Market Company Revenue Market Share, 2022 43
5.2. Company Assessment Metrics, 2022 44
5.2.1. Stars 44
5.2.2. Emerging Leaders 44
5.2.3. Pervasive Players 44
5.2.4. Participants 44
5.3. Strategic Developments 45
5.3.1. Acquisitions & Mergers 45
5.3.2. New Product Launch 45
5.3.3. Regional Expansion 45
5.4. Key Players Product Matrix 46
Chapter No. 6 : PESTEL & Adjacent Market Analysis 47
6.1. PESTEL 47
6.1.1. Political Factors 47
6.1.2. Economic Factors 47
6.1.3. Social Factors 47
6.1.4. Technological Factors 47
6.1.5. Environmental Factors 47
6.1.6. Legal Factors 47
6.2. Adjacent Market Analysis 47
Chapter No. 7 : Predictive Maintenance Market – By Component Segment Analysis 48
7.1. Predictive Maintenance Market Overview, by Component Segment 48
7.1.1. Predictive Maintenance Market Revenue Share, By Component, 2022 & 2030 49
7.1.2. Predictive Maintenance Market Attractiveness Analysis, By Component 50
7.1.3. Incremental Revenue Growth Opportunity, by Component, 2023 – 2030 50
7.1.4. Predictive Maintenance Market Revenue, By Component, 2017, 2022, 2026 & 2030 51
7.2. Solutions 52
7.2.1. Global Solutions Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 53
7.2.2. Global Solutions Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 53
7.3. Services 54
7.3.1. Global Services Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 55
7.3.2. Global Services Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 55
Chapter No. 8 : Predictive Maintenance Market – By Technique Segment Analysis 56
8.1. Predictive Maintenance Market Overview, by Technique Segment 56
8.1.1. Predictive Maintenance Market Revenue Share, By Technique, 2022 & 2030 57
8.1.2. Predictive Maintenance Market Attractiveness Analysis, By Technique 58
8.1.3. Incremental Revenue Growth Opportunity, by Technique, 2023 – 2030 58
8.1.4. Predictive Maintenance Market Revenue, By Technique, 2017, 2022, 2026 & 2030 59
8.2. Vibration Monitoring 60
8.2.1. Global Vibration Monitoring Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 61
8.2.2. Global Vibration Monitoring Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 61
8.3. Electrical Insulation 62
8.3.1. Global Electrical Insulation Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 63
8.3.2. Global Electrical Insulation Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 63
8.4. Oil Analysis 64
8.4.1. Global Oil Analysis Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 65
8.4.2. Global Oil Analysis Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 65
8.5. Ultrasonic Leak Detectors 66
8.5.1. Global Ultrasonic Leak Detectors Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 67
8.5.2. Global Ultrasonic Leak Detectors Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 67
8.6. Performance Testing 68
8.6.1. Global Performance Testing Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 69
8.6.2. Global Performance Testing Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 69
Chapter No. 9 : Predictive Maintenance Market – By End-user Segment Analysis 70
9.1. Predictive Maintenance Market Overview, by End-user Segment 70
9.1.1. Predictive Maintenance Market Revenue Share, By End-user, 2022 & 2030 71
9.1.2. Predictive Maintenance Market Attractiveness Analysis, By End-user 72
9.1.3. Incremental Revenue Growth Opportunity, by End-user, 2023 – 2030 72
9.1.4. Predictive Maintenance Market Revenue, By End-user, 2017, 2022, 2026 & 2030 73
9.2. Aerospace & Defense 74
9.2.1. Global Aerospace & Defense Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 75
9.2.2. Global Aerospace & Defense Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 75
9.3. Manufacturing 76
9.3.1. Global Manufacturing Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 77
9.3.2. Global Manufacturing Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 77
9.4. Healthcare 78
9.4.1. Global Healthcare Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 79
9.4.2. Global Healthcare Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 79
9.5. Energy and Utilities 80
9.5.1. Global Energy and Utilities Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 81
9.5.2. Global Energy and Utilities Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 81
9.6. Others (Automotive & Transportation) 82
9.6.1. Global Others (Automotive & Transportation) Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 83
9.6.2. Global Others (Automotive & Transportation) Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 83
Chapter No. 10 : Predictive Maintenance Market – By Deployment Segment Analysis 84
10.1. Predictive Maintenance Market Overview, by Deployment Segment 84
10.1.1. Predictive Maintenance Market Revenue Share, By Deployment, 2022 & 2030 85
10.1.2. Predictive Maintenance Market Attractiveness Analysis, By Deployment 86
10.1.3. Incremental Revenue Growth Opportunity, by Deployment, 2023 – 2030 86
10.1.4. Predictive Maintenance Market Revenue, By Deployment, 2017, 2022, 2026 & 2030 87
10.2. Cloud 88
10.2.1. Global Cloud Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 89
10.2.2. Global Cloud Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 89
10.3. On-Premise 90
10.3.1. Global On-Premise Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 91
10.3.2. Global On-Premise Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 91
Chapter No. 11 : Predictive Maintenance Market – Regional Analysis 92
11.1. Predictive Maintenance Market Overview, by Regional Segments 92
11.2. Region 93
11.2.1. Global Predictive Maintenance Market Revenue Share, By Region, 2022 & 2030 93
11.2.2. Predictive Maintenance Market Attractiveness Analysis, By Region 94
11.2.3. Incremental Revenue Growth Opportunity, by Region, 2023 – 2030 94
11.2.4. Predictive Maintenance Market Revenue, By Region, 2017, 2022, 2026 & 2030 95
11.2.5. Global Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 96
11.2.6. Global Predictive Maintenance Market Revenue, By Region, 2023 – 2030 (USD Million) 96
11.3. Component 97
11.3.1. Global Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 97
11.3.2. Global Predictive Maintenance Market Revenue, By Component, 2023 – 2030 (USD Million) 97
11.4. Technique 98
11.4.1. Global Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 98
11.4.2. Global Predictive Maintenance Market Revenue, By Technique, 2023 – 2030 (USD Million) 98
11.5. End-user 99
11.5.1. Global Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 99
11.5.2. Global Predictive Maintenance Market Revenue, By End-user, 2023 – 2030 (USD Million) 99
11.6. Deployment 100
11.6.1. Global Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 100
11.6.2. Global Predictive Maintenance Market Revenue, By Deployment, 2023 – 2030 (USD Million) 100
Chapter No. 12 : Predictive Maintenance Market – North America 101
12.1. North America 101
12.1. Key Highlights 101
12.1.1. North America Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 102
12.1.2. North America Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 103
12.1.3. North America Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 104
12.1.4. North America Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 105
12.1.5. North America Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 106
12.1.6. U.S. 107
12.1.7. Canada 107
12.1.8. Mexico 107
Chapter No. 13 : Predictive Maintenance Market – Europe 108
13.1. Europe 108
13.2. Key Highlights 108
13.2.1. Europe Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 109
13.2.2. Europe Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 110
13.2.3. Europe Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 111
13.2.4. Europe Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 112
13.2.5. Europe Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 113
13.2.6. UK 114
13.2.7. France 114
13.2.8. Germany 114
13.2.9. Italy 114
13.2.10. Spain 114
13.2.11. Russia 114
13.2.12. BENELUX 114
13.2.13. Sweden 114
13.2.14. Denmark 114
13.2.15. Poland 114
13.2.16. Austria 114
13.2.17. Rest of Europe 114
Chapter No. 14 : Predictive Maintenance Market – Asia Pacific 115
14.1. Asia Pacific 115
14.2. Key Highlights 115
14.2.1. Asia Pacific Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 116
14.2.2. Asia Pacific Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 118
14.2.3. Asia Pacific Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 119
14.2.4. Asia Pacific Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 120
14.2.5. Asia Pacific Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 121
14.2.6. China 122
14.2.7. Japan 122
14.2.8. South Korea 122
14.2.9. India 122
14.2.10. Thailand 122
14.2.11. Indonesia 122
14.2.12. Vietnam 122
14.2.13. Malaysia 122
14.2.14. Philippines 122
14.2.15. Taiwan 122
14.2.16. Rest of Asia Pacific 122
Chapter No. 15 : Predictive Maintenance Market – Latin America 123
15.1. Latin America 123
15.2. Key Highlights 123
15.2.1. Latin America Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 124
15.2.2. Latin America Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 125
15.2.3. Latin America Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 126
15.2.4. Latin America Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 127
15.2.5. Latin America Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 128
15.2.6. Brazil 129
15.2.7. Argentina 129
15.2.8. Colombia 129
15.2.9. Chile 129
15.2.10. Peru 129
15.2.11. Rest of Latin America 129
Chapter No. 16 : Predictive Maintenance Market – Middle East 130
16.1. The Middle-East 130
16.2. Key Highlights 130
16.2.1. Middle East Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 131
16.2.2. Middle East Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 132
16.2.3. Middle East Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 133
16.2.4. Middle East Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 134
16.2.5. Middle East Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 135
16.2.6. GCC Countries 136
16.2.7. Israel 136
16.2.8. Turkey 136
16.2.9. Iran 136
16.2.10. Rest of Middle East & Africa 136
Chapter No. 17 : Predictive Maintenance Market – Africa 137
17.1. Africa 137
17.2. Key Highlights 137
17.2.1. Africa Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 138
17.2.2. Africa Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 139
17.2.3. Africa Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 140
17.2.4. Africa Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 141
17.2.5. Africa Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 142
17.2.6. South Africa 143
17.2.7. Egypt 143
17.2.8. Nigeria 143
17.2.9. Algeria 143
17.2.10. Morocco 143
17.2.11. Rest of Africa 143
Chapter No. 18 : Company Profiles 144
18.1. IBM Corporation 144
18.1.1. Company Overview 144
18.1.2. Product Portfolio 144
18.1.3. Swot Analysis 144
18.1.4. Business Strategy 145
18.1.5. Financial Overview 145
18.2. SAP SE 146
18.3. General Electric 146
18.4. Software AG 146
18.5. Robert Bosch 146
18.6. PTC Inc. 146
18.7. Rockwell Automation 146
18.8. Warwick Analytics 146
18.9. Schneider Electric Se 146
18.10. RapidMiner 146
18.11. Company 11 146
18.12. Company 12 146
18.13. Company 13 146
18.14. Company 14 146
Chapter No. 19 : Research Methodology 147
19.1. Research Methodology 147
19.2. Phase I – Secondary Research 148
19.3. Phase II – Data Modeling 148
19.3.1. Company Share Analysis Model 149
19.3.2. Revenue Based Modeling 149
19.4. Phase III – Primary Research 150
19.5. Research Limitations 151
19.5.1. Assumptions 151
List of Figures
FIG NO. 1. Global Predictive Maintenance Market Revenue, 2017 – 2022 (USD Million) 30
FIG NO. 2. Porter’s Five Forces Analysis for Global Predictive Maintenance Market 38
FIG NO. 3. Value Chain Analysis for Global Predictive Maintenance Market 39
FIG NO. 4. Company Share Analysis, 2022 41
FIG NO. 5. Company Share Analysis, 2022 41
FIG NO. 6. Company Share Analysis, 2022 42
FIG NO. 7. Predictive Maintenance Market – Company Revenue Market Share, 2022 43
FIG NO. 8. Predictive Maintenance Market Revenue Share, By Component, 2022 & 2030 49
FIG NO. 9. Market Attractiveness Analysis, By Component 50
FIG NO. 10. Incremental Revenue Growth Opportunity by Component 50
FIG NO. 11. Predictive Maintenance Market Revenue, By Component, 2017, 2022, 2026 & 2030 51
FIG NO. 12. Global Predictive Maintenance Market for Solutions, Revenue (USD Million) 2017 – 2030 52
FIG NO. 13. Global Predictive Maintenance Market for Services, Revenue (USD Million) 2017 – 2030 54
FIG NO. 14. Predictive Maintenance Market Revenue Share, By Technique, 2022 & 2030 57
FIG NO. 15. Market Attractiveness Analysis, By Technique 58
FIG NO. 16. Incremental Revenue Growth Opportunity by Technique 58
FIG NO. 17. Predictive Maintenance Market Revenue, By Technique, 2017, 2022, 2026 & 2030 59
FIG NO. 18. Global Predictive Maintenance Market for Vibration Monitoring, Revenue (USD Million) 2017 – 2030 60
FIG NO. 19. Global Predictive Maintenance Market for Electrical Insulation, Revenue (USD Million) 2017 – 2030 62
FIG NO. 20. Global Predictive Maintenance Market for Oil Analysis, Revenue (USD Million) 2017 – 2030 64
FIG NO. 21. Global Predictive Maintenance Market for Ultrasonic Leak Detectors, Revenue (USD Million) 2017 – 2030 66
FIG NO. 22. Global Predictive Maintenance Market for Performance Testing, Revenue (USD Million) 2017 – 2030 68
FIG NO. 23. Predictive Maintenance Market Revenue Share, By End-user, 2022 & 2030 71
FIG NO. 24. Market Attractiveness Analysis, By End-user 72
FIG NO. 25. Incremental Revenue Growth Opportunity by End-user 72
FIG NO. 26. Predictive Maintenance Market Revenue, By End-user, 2017, 2022, 2026 & 2030 73
FIG NO. 27. Global Predictive Maintenance Market for Aerospace & Defense, Revenue (USD Million) 2017 – 2030 74
FIG NO. 28. Global Predictive Maintenance Market for Manufacturing, Revenue (USD Million) 2017 – 2030 76
FIG NO. 29. Global Predictive Maintenance Market for Healthcare, Revenue (USD Million) 2017 – 2030 78
FIG NO. 30. Global Predictive Maintenance Market for Energy and Utilities, Revenue (USD Million) 2017 – 2030 80
FIG NO. 31. Global Predictive Maintenance Market for Others (Automotive & Transportation), Revenue (USD Million) 2017 – 2030 82
FIG NO. 32. Predictive Maintenance Market Revenue Share, By Deployment, 2022 & 2030 85
FIG NO. 33. Market Attractiveness Analysis, By Deployment 86
FIG NO. 34. Incremental Revenue Growth Opportunity by Deployment 86
FIG NO. 35. Predictive Maintenance Market Revenue, By Deployment, 2017, 2022, 2026 & 2030 87
FIG NO. 36. Global Predictive Maintenance Market for Cloud, Revenue (USD Million) 2017 – 2030 88
FIG NO. 37. Global Predictive Maintenance Market for On-Premise, Revenue (USD Million) 2017 – 2030 90
FIG NO. 38. Global Predictive Maintenance Market Revenue Share, By Region, 2022 & 2030 93
FIG NO. 39. Market Attractiveness Analysis, By Region 94
FIG NO. 40. Incremental Revenue Growth Opportunity by Region 94
FIG NO. 41. Predictive Maintenance Market Revenue, By Region, 2017, 2022, 2026 & 2030 95
FIG NO. 42. North America Predictive Maintenance Market Revenue, 2017 – 2022 (USD Million) 101
FIG NO. 43. Europe Predictive Maintenance Market Revenue, 2017 – 2022 (USD Million) 108
FIG NO. 44. Asia Pacific Predictive Maintenance Market Revenue, 2017 – 2022 (USD Million) 115
FIG NO. 45. Latin America Predictive Maintenance Market Revenue, 2017 – 2022 (USD Million) 123
FIG NO. 46. The Middle-East Predictive Maintenance Market Revenue, 2017 – 2022 (USD Million) 130
FIG NO. 47. Africa Predictive Maintenance Market Revenue, 2017 – 2022 (USD Million) 137
FIG NO. 48. Research Methodology – Detailed View 147
FIG NO. 49. Research Methodology 148
List of Tables
TABLE NO. 1. : Global Predictive Maintenance Market: Snapshot 29
TABLE NO. 2. : Drivers for the Predictive Maintenance Market: Impact Analysis 34
TABLE NO. 3. : Restraints for the Predictive Maintenance Market: Impact Analysis 36
TABLE NO. 4. : Global Solutions Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 53
TABLE NO. 5. : Global Solutions Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 53
TABLE NO. 6. : Global Services Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 55
TABLE NO. 7. : Global Services Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 55
TABLE NO. 8. : Global Vibration Monitoring Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 61
TABLE NO. 9. : Global Vibration Monitoring Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 61
TABLE NO. 10. : Global Electrical Insulation Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 63
TABLE NO. 11. : Global Electrical Insulation Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 63
TABLE NO. 12. : Global Oil Analysis Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 65
TABLE NO. 13. : Global Oil Analysis Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 65
TABLE NO. 14. : Global Ultrasonic Leak Detectors Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 67
TABLE NO. 15. : Global Ultrasonic Leak Detectors Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 67
TABLE NO. 16. : Global Performance Testing Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 69
TABLE NO. 17. : Global Performance Testing Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 69
TABLE NO. 18. : Global Aerospace & Defense Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 75
TABLE NO. 19. : Global Aerospace & Defense Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 75
TABLE NO. 20. : Global Manufacturing Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 77
TABLE NO. 21. : Global Manufacturing Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 77
TABLE NO. 22. : Global Healthcare Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 79
TABLE NO. 23. : Global Healthcare Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 79
TABLE NO. 24. : Global Energy and Utilities Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 81
TABLE NO. 25. : Global Energy and Utilities Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 81
TABLE NO. 26. : Global Others (Automotive & Transportation) Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 83
TABLE NO. 27. : Global Others (Automotive & Transportation) Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 83
TABLE NO. 28. : Global Cloud Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 89
TABLE NO. 29. : Global Cloud Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 89
TABLE NO. 30. : Global On-Premise Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 91
TABLE NO. 31. : Global On-Premise Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 91
TABLE NO. 32. : Global Predictive Maintenance Market Revenue, By Region, 2017 – 2022 (USD Million) 96
TABLE NO. 33. : Global Predictive Maintenance Market Revenue, By Region, 2023– 2030 (USD Million) 96
TABLE NO. 34. : Global Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 97
TABLE NO. 35. : Global Predictive Maintenance Market Revenue, By Component, 2023– 2030 (USD Million) 97
TABLE NO. 36. : Global Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 98
TABLE NO. 37. : Global Predictive Maintenance Market Revenue, By Technique, 2023– 2030 (USD Million) 98
TABLE NO. 38. : Global Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 99
TABLE NO. 39. : Global Predictive Maintenance Market Revenue, By End-user, 2023– 2030 (USD Million) 99
TABLE NO. 40. : Global Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 100
TABLE NO. 41. : Global Predictive Maintenance Market Revenue, By Deployment, 2023– 2030 (USD Million) 100
TABLE NO. 42. : North America Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 102
TABLE NO. 43. : North America Predictive Maintenance Market Revenue, By Country, 2023– 2030 (USD Million) 102
TABLE NO. 44. : North America Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 103
TABLE NO. 45. : North America Predictive Maintenance Market Revenue, By Component, 2023– 2030 (USD Million) 103
TABLE NO. 46. : North America Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 104
TABLE NO. 47. : North America Predictive Maintenance Market Revenue, By Technique, 2023– 2030 (USD Million) 104
TABLE NO. 48. : North America Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 105
TABLE NO. 49. : North America Predictive Maintenance Market Revenue, By End-user, 2023– 2030 (USD Million) 105
TABLE NO. 50. : North America Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 106
TABLE NO. 51. : North America Predictive Maintenance Market Revenue, By Deployment, 2023– 2030 (USD Million) 106
TABLE NO. 52. : Europe Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 109
TABLE NO. 53. : Europe Predictive Maintenance Market Revenue, By Country, 2023– 2030 (USD Million) 109
TABLE NO. 54. : Europe Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 110
TABLE NO. 55. : Europe Predictive Maintenance Market Revenue, By Component, 2023– 2030 (USD Million) 110
TABLE NO. 56. : Europe Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 111
TABLE NO. 57. : Europe Predictive Maintenance Market Revenue, By Technique, 2023– 2030 (USD Million) 111
TABLE NO. 58. : Europe Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 112
TABLE NO. 59. : Europe Predictive Maintenance Market Revenue, By End-user, 2023– 2030 (USD Million) 112
TABLE NO. 60. : Europe Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 113
TABLE NO. 61. : Europe Predictive Maintenance Market Revenue, By Deployment, 2023– 2030 (USD Million) 113
TABLE NO. 62. : Asia Pacific Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 116
TABLE NO. 63. : Asia Pacific Predictive Maintenance Market Revenue, By Country, 2023– 2030 (USD Million) 116
TABLE NO. 64. : Asia Pacific Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 118
TABLE NO. 65. : Asia Pacific Predictive Maintenance Market Revenue, By Component, 2023– 2030 (USD Million) 118
TABLE NO. 66. : Asia Pacific Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 119
TABLE NO. 67. : Asia Pacific Predictive Maintenance Market Revenue, By Technique, 2023– 2030 (USD Million) 119
TABLE NO. 68. : Asia Pacific Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 120
TABLE NO. 69. : Asia Pacific Predictive Maintenance Market Revenue, By End-user, 2023– 2030 (USD Million) 120
TABLE NO. 70. : Asia Pacific Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 121
TABLE NO. 71. : Asia Pacific Predictive Maintenance Market Revenue, By Deployment, 2023– 2030 (USD Million) 121
TABLE NO. 72. : Latin America Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 124
TABLE NO. 73. : Latin America Predictive Maintenance Market Revenue, By Country, 2023– 2030 (USD Million) 124
TABLE NO. 74. : Latin America Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 125
TABLE NO. 75. : Latin America Predictive Maintenance Market Revenue, By Component, 2023– 2030 (USD Million) 125
TABLE NO. 76. : Latin America Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 126
TABLE NO. 77. : Latin America Predictive Maintenance Market Revenue, By Technique, 2023– 2030 (USD Million) 126
TABLE NO. 78. : Latin America Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 127
TABLE NO. 79. : Latin America Predictive Maintenance Market Revenue, By End-user, 2023– 2030 (USD Million) 127
TABLE NO. 80. : Latin America Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 128
TABLE NO. 81. : Latin America Predictive Maintenance Market Revenue, By Deployment, 2023– 2030 (USD Million) 128
TABLE NO. 82. : Middle East Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 131
TABLE NO. 83. : Middle East Predictive Maintenance Market Revenue, By Country, 2023– 2030 (USD Million) 131
TABLE NO. 84. : Middle East Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 132
TABLE NO. 85. : Middle East Predictive Maintenance Market Revenue, By Component, 2023– 2030 (USD Million) 132
TABLE NO. 86. : Middle East Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 133
TABLE NO. 87. : Middle East Predictive Maintenance Market Revenue, By Technique, 2023– 2030 (USD Million) 133
TABLE NO. 88. : Middle East Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 134
TABLE NO. 89. : Middle East Predictive Maintenance Market Revenue, By End-user, 2023– 2030 (USD Million) 134
TABLE NO. 90. : Middle East Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 135
TABLE NO. 91. : Middle East Predictive Maintenance Market Revenue, By Deployment, 2023– 2030 (USD Million) 135
TABLE NO. 92. : Africa Predictive Maintenance Market Revenue, By Country, 2017 – 2022 (USD Million) 138
TABLE NO. 93. : Africa Predictive Maintenance Market Revenue, By Country, 2023– 2030 (USD Million) 138
TABLE NO. 94. : Africa Predictive Maintenance Market Revenue, By Component, 2017 – 2022 (USD Million) 139
TABLE NO. 95. : Africa Predictive Maintenance Market Revenue, By Component, 2023– 2030 (USD Million) 139
TABLE NO. 96. : Africa Predictive Maintenance Market Revenue, By Technique, 2017 – 2022 (USD Million) 140
TABLE NO. 97. : Africa Predictive Maintenance Market Revenue, By Technique, 2023– 2030 (USD Million) 140
TABLE NO. 98. : Africa Predictive Maintenance Market Revenue, By End-user, 2017 – 2022 (USD Million) 141
TABLE NO. 99. : Africa Predictive Maintenance Market Revenue, By End-user, 2023– 2030 (USD Million) 141
TABLE NO. 100. : Africa Predictive Maintenance Market Revenue, By Deployment, 2017 – 2022 (USD Million) 142
TABLE NO. 101. : Africa Predictive Maintenance Market Revenue, By Deployment, 2023– 2030 (USD Million) 142