1 Executive Summary
2 Market Introduction
2.1 Definition 18
2.2 Scope Of The Study 18
2.3 Market Structure 19
3 Research Methodology
3.1 Research Process 20
3.2 Primary Research 21
3.3 Secondary Research 22
3.4 Market Size Estimation 22
3.5 Forecast Model 23
3.6 List Of Assumptions 24
4 Market Insights
5 Market Dynamics
5.1 Introduction 27
5.2 Drivers 28
5.2.1 Increasing Demand For Real-Time Streaming Analytics 28
5.2.2 Growing Adoption Of Robots In The Manufacturing Sector 28
5.2.3 Advancement In Sensor Technology 28
5.2.4 Drivers Impact Analysis 29
5.3 Restraint 29
5.3.1 Interoperability Problems 29
5.4 Opportunity 29
5.4.1 Increasing Trend Of Connected Devices 29
5.5 Challenge 29
5.5.1 Lack Of Expertise 29
6 Market Factor Analysis
6.1 Value Chain Analysis 30
6.1.1 Software Providers 31
6.1.2 Solution Providers 31
6.1.3 System Integrators 31
6.1.4 End Users 31
6.2 Porter’s Five Forces Model 32
6.2.1 Threat Of New Entrants 32
6.2.2 Bargaining Power Of Suppliers 32
6.2.3 Threat Of Substitutes 33
6.2.4 Bargaining Power Of Buyers 33
6.2.5 Competitive Rivalry 33
6.3 Industry Insights And Technological Impact Analysis 33
6.3.1 Selection Parameters For Predictive Maintenance And Predictive Analytics 33
6.3.2 Use Cases 34
6.3.2.1 Industry 4.0 34
6.3.2.2 Connected Cars 34
7 Global Predictive Maintenance (PdM) Market, By Component
7.1 Overview 35
7.2 Hardware 35
7.3 Solution 35
7.4 Services 36
7.4.1 System Integration Services 36
7.4.2 Support And Maintenance Services 36
7.4.3 Consulting Services 36
8 Global Predictive Maintenance (PdM) Market, By Testing Type
8.1 Overview 38
8.2 Vibration Monitoring 38
8.3 Electrical Insulation 38
8.4 Infrared Thermography 38
8.5 Temperature Monitoring 38
8.6 Ultrasonic Leak Detector 39
8.7 Oil Analysis 39
9 Global Predictive Maintenance (PdM) Market, By Deployment Mode
9.1 Overview 41
9.2 Cloud 41
9.3 On-Premise 41
10 Global Predictive Maintenance (PdM) Market, By Technique
10.1 Overview 43
10.2 Traditional Technique 43
10.3 Advanced Technique 43
10.3.1 IoT/Big Data Technique 43
10.3.2 Machine Learning Technique 43
11 Global Predictive Maintenance (PdM) Market, By Vertical
11.1 Overview 46
11.2 Manufacturing 46
11.3 Energy And Utilities 46
11.4 Healthcare 46
11.5 Automotive 46
11.6 Aerospace And Defense 47
11.7 Transportation 47
11.8 Others 47
12 Global Predictive Maintenance (PdM) Market, By Region
12.1 Overview 49
12.2 North America 52
12.2.1 US 59
12.2.2 Canada 62
12.2.3 Mexico 65
12.3 Europe 69
12.3.1 Germany 76
12.3.2 UK 79
12.3.3 France 82
12.3.4 Italy 85
12.3.5 Spain 88
12.3.6 Rest Of Europe 91
12.4 Asia-Pacific 95
12.4.1 China 102
12.4.2 Japan 105
12.4.3 Singapore 108
12.4.4 South Korea 111
12.4.5 Rest Of Asia-Pacific 114
12.5 Middle East And Africa 118
12.6 South America 124
13 Competitive Landscape
13.1 Competitive Overview 130
13.2 Market Share Analysis 2020 (%) 131
13.3 Competitive Benchmarking 132
14 Company Profiles
14.1 IBM Corporation 133
14.1.1 Company Overview 133
14.1.2 Financial Overview 134
14.1.3 Products/Solutions/Services/Software Offered 134
14.1.4 Key Developments 135
14.1.5 SWOT Analysis 135
14.1.6 Key Strategies 135
14.2 SAP SE 136
14.2.1 Company Overview 136
14.2.2 Financial Overview 136
14.2.3 Products/Services/Solutions Offered 137
14.2.4 Key Developments 137
14.2.5 SWOT Analysis 137
14.2.6 Key Strategies 138
14.3 Software AG 139
14.3.1 Company Overview 139
14.3.2 Financial Overview 139
14.3.3 Products/Services/Solutions Offered 140
14.3.4 Key Developments 140
14.3.5 SWOT Analysis 140
14.3.6 Key Strategies 141
14.4 Hitachi, Ltd 142
14.4.1 Company Overview 142
14.4.2 Financial Overview 142
14.4.3 Products/Services/Solutions Offered 143
14.4.4 Key Developments 143
14.4.5 SWOT Analysis 143
14.4.6 Key Strategies 143
14.5 Oracle Corporation 144
14.5.1 Company Overview 144
14.5.2 Financial Overview 144
14.5.3 Product/Service/Solutions Offered 145
14.5.4 Key Developments 145
14.5.5 SWOT Analysis 145
14.5.6 Key Strategies 145
14.6 Microsoft Corporation 146
14.6.1 Company Overview 146
14.6.2 Financial Overview 146
14.6.3 Product/Service/Solutions Offered 147
14.6.4 Key Developments 147
14.6.5 SWOT Analysis 147
14.6.6 Key Strategies 147
14.7 Axiomtek Co, Ltd 148
14.7.1 Company Overview 148
14.7.2 Financial Overview 148
14.7.3 Products/Services/Solutions Offered 149
14.7.4 SWOT Analysis 149
14.7.5 Key Developments 149
14.7.6 Key Strategies 149
14.8 XMPro 150
14.8.1 Company Overview 150
14.8.2 Financial Overview 150
14.8.3 Product/Service/Solutions Offered 150
14.8.4 Key Developments 150
14.8.5 Key Strategies 150
14.9 RapidMiner 151
14.9.1 Company Overview 151
14.9.2 Financial Overview 151
14.9.3 Product/Service/Solutions Offered 151
14.9.4 Key Developments 151
14.9.5 Key Strategies 151
14.10 Comtrade 152
14.10.1 Company Overview 152
14.10.2 Financial Overview 152
14.10.3 Products/Services/Solutions Offered 152
14.10.4 Key Developments 152
14.10.5 Key Strategies 152
14.11 C3 IoT 153
14.11.1 Company Overview 153
14.11.2 Financial Overview 153
14.11.3 Products/Services/Solutions Offered 153
14.11.4 Key Developments 153
14.11.5 Key Strategies 153
15 List Of Tables
TABLE 1 LIST OF ASSUMPTIONS 24
TABLE 2 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY HARDWARE, 2022-2030 (USD MILLION) 36
TABLE 3 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 37
TABLE 4 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 40
TABLE 5 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 42
TABLE 6 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 44
TABLE 7 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 45
TABLE 8 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 48
TABLE 9 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY REGION, 2022-2030 (USD MILLION) 50
TABLE 10 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 52
TABLE 11 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 53
TABLE 12 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 54
TABLE 13 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 55
TABLE 14 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 56
TABLE 15 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 57
TABLE 16 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 57
TABLE 17 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 58
TABLE 18 US: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 59
TABLE 19 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 59
TABLE 20 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 60
TABLE 21 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 60
TABLE 22 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 61
TABLE 23 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 61
TABLE 24 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 61
TABLE 25 CANADA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 62
TABLE 26 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 62
TABLE 27 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 63
TABLE 28 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 63
TABLE 29 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 64
TABLE 30 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 64
TABLE 31 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 64
TABLE 32 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 65
TABLE 33 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 65
TABLE 34 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 66
TABLE 35 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 66
TABLE 36 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 67
TABLE 37 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 67
TABLE 38 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 68
TABLE 39 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 69
TABLE 40 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 70
TABLE 41 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 71
TABLE 42 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 72
TABLE 43 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 73
TABLE 44 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 74
TABLE 45 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 74
TABLE 46 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 75
TABLE 47 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 76
TABLE 48 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 76
TABLE 49 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 77
TABLE 50 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 77
TABLE 51 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 78
TABLE 52 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 78
TABLE 53 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 79
TABLE 54 UK: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 79
TABLE 55 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 80
TABLE 56 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 80
TABLE 57 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 81
TABLE 58 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 81
TABLE 59 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 81
TABLE 60 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 82
TABLE 61 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 82
TABLE 62 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 83
TABLE 63 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 83
TABLE 64 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 84
TABLE 65 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 84
TABLE 66 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 84
TABLE 67 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 85
TABLE 68 ITALY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 85
TABLE 69 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 86
TABLE 70 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 86
TABLE 71 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 87
TABLE 72 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 87
TABLE 73 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 87
TABLE 74 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 88
TABLE 75 SPAIN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 88
TABLE 76 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 89
TABLE 77 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 89
TABLE 78 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 90
TABLE 79 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 90
TABLE 80 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 90
TABLE 81 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 91
TABLE 82 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 91
TABLE 83 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 92
TABLE 84 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 92
TABLE 85 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 93
TABLE 86 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 93
TABLE 87 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 93
TABLE 88 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 94
TABLE 89 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 95
TABLE 90 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 96
TABLE 91 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 97
TABLE 92 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 98
TABLE 93 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 99
TABLE 94 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 100
TABLE 95 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 100
TABLE 96 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 101
TABLE 97 CHINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 102
TABLE 98 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 102
TABLE 99 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 103
TABLE 100 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 103
TABLE 101 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 104
TABLE 102 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 104
TABLE 103 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 104
TABLE 104 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 105
TABLE 105 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 105
TABLE 106 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 106
TABLE 107 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 106
TABLE 108 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 107
TABLE 109 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 107
TABLE 110 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 107
TABLE 111 SINGAPORE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 108
TABLE 112 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 108
TABLE 113 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 109
TABLE 114 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 109
TABLE 115 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 110
TABLE 116 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 110
TABLE 117 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 110
TABLE 118 SOUTH KOREA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 111
TABLE 119 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 111
TABLE 120 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 112
TABLE 121 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 112
TABLE 122 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 113
TABLE 123 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 113
TABLE 124 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 113
TABLE 125 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 114
TABLE 126 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 114
TABLE 127 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 115
TABLE 128 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 115
TABLE 129 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 116
TABLE 130 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 116
TABLE 131 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 117
TABLE 132 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 118
TABLE 133 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 119
TABLE 134 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 120
TABLE 135 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 121
TABLE 136 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 122
TABLE 137 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 122
TABLE 138 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 123
TABLE 139 SOUTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 124
TABLE 140 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 125
TABLE 141 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 126
TABLE 142 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 127
TABLE 143 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 128
TABLE 144 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 128
TABLE 145 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 129
16 List Of Figures
FIGURE 1 MARKET SYNOPSIS 17
FIGURE 2 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET: MARKET STRUCTURE 19
FIGURE 3 RESEARCH PROCESS OF MRFR 20
FIGURE 4 TOP DOWN & BOTTOM UP APPROACH 23
FIGURE 5 GLOBAL MARKET SIZE & MARKET SHARE BY REGION (2020 VS 2027) 25
FIGURE 6 NORTH AMERICA MARKET SIZE & MARKET SHARE BY COUNTRY (2020 VS 2027) 25
FIGURE 7 ASIA-PACIFIC MARKET SIZE & MARKET SHARE BY COUNTRY (2020 VS 2027) 26
FIGURE 8 EUROPE MARKET SIZE & MARKET SHARE BY COUNTRY (2020 VS 2027) 26
FIGURE 9 DRO ANALYSIS OF GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET 27
FIGURE 10 DRIVERS IMPACT ANALYSIS: PREDICTIVE MAINTENANCE MARKET 29
FIGURE 11 VALUE CHAIN: GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET 30
FIGURE 12 PORTER'S FIVE FORCES ANALYSIS OF THE GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET 32
FIGURE 13 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 35
FIGURE 14 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 37
FIGURE 15 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 39
FIGURE 16 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 41
FIGURE 17 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 44
FIGURE 18 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE 2022-2030 (USD MILLION) 45
FIGURE 19 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 48
FIGURE 20 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY REGION, 2022-2030 (USD MILLION) 49
FIGURE 21 COMPARISON ANALYSIS: CORRECTIVE MAINTENANCE, PREVENTIVE MAINTENANCE AND PREDICTIVE MAINTENANCE MARKET, BY COUNTRY 51
FIGURE 22 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 52
FIGURE 23 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 53
FIGURE 24 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 54
FIGURE 25 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 55
FIGURE 26 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 56
FIGURE 27 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 57
FIGURE 28 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 58
FIGURE 29 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 69
FIGURE 30 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 70
FIGURE 31 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 71
FIGURE 32 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 72
FIGURE 33 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 73
FIGURE 34 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 74
FIGURE 35 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 75
FIGURE 36 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 95
FIGURE 37 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 96
FIGURE 38 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 97
FIGURE 39 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 98
FIGURE 40 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 99
FIGURE 41 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 100
FIGURE 42 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 101
FIGURE 43 MIDDLE EAST AND AFRICA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 118
FIGURE 44 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 119
FIGURE 45 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 120
FIGURE 46 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 121
FIGURE 47 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 122
FIGURE 48 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 122
FIGURE 49 SOUTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 124
FIGURE 50 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 125
FIGURE 51 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 126
FIGURE 52 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 127
FIGURE 53 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 128
FIGURE 54 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 129
FIGURE 55 COMPETITIVE BENCHMARKING ANALYSIS 132
