-
Executive Summary
-
Market Introduction
-
Definition 18
-
Scope Of The Study 18
-
Market Structure
-
Research Methodology
-
Research Process 20
-
Primary Research 21
-
Secondary Research 22
-
Market
-
Size Estimation 22
-
Forecast Model 23
-
List Of Assumptions
-
Market Insights
-
Market Dynamics
-
Introduction 27
-
Drivers 28
- Increasing Demand
-
For Real-Time Streaming Analytics 28
-
Growing Adoption Of Robots
-
In The Manufacturing Sector 28
-
Advancement In Sensor Technology
- Drivers Impact Analysis 29
-
Restraint 29
- Interoperability Problems 29
-
Opportunity 29
-
Increasing Trend Of Connected Devices 29
-
Challenge 29
-
Lack Of Expertise 29
-
Market Factor Analysis
-
Value Chain
-
Analysis 30
-
Software Providers 31
- Solution Providers
- System Integrators 31
- End Users 31
-
Porter’s Five Forces Model 32
- Threat Of New Entrants
- Bargaining Power Of Suppliers 32
- Threat Of
-
Substitutes 33
-
Bargaining Power Of Buyers 33
- Competitive
-
Rivalry 33
-
Industry Insights And Technological Impact Analysis 33
- Selection Parameters For Predictive Maintenance And Predictive Analytics
- Use Cases 34
-
Connected Cars 34
-
Global Predictive Maintenance (PdM) Market, By Component
-
Overview 35
-
Hardware 35
-
Solution 35
-
Services 36
- System Integration Services 36
- Support And Maintenance Services 36
- Consulting Services
-
Global Predictive Maintenance (PdM) Market, By Testing Type
-
Overview 38
-
Vibration Monitoring 38
-
Electrical
-
Insulation 38
-
Infrared Thermography 38
-
Temperature
-
Monitoring 38
-
Ultrasonic Leak Detector 39
-
Oil Analysis
-
Global Predictive Maintenance (PdM) Market, By Deployment Mode
-
Overview 41
-
Cloud 41
-
On-Premise 41
-
Global Predictive Maintenance (PdM) Market, By Technique
-
Overview 43
-
Traditional Technique 43
-
Advanced Technique
- IoT/Big Data Technique 43
- Machine Learning
-
Technique 43
-
Global Predictive Maintenance (PdM) Market, By Vertical
-
Overview 46
-
Manufacturing 46
-
Energy
-
And Utilities 46
-
Healthcare 46
-
Automotive 46
-
Aerospace And Defense 47
-
Transportation 47
-
Others 47
-
Global Predictive Maintenance (PdM) Market, By Region
-
Overview 49
-
North America 52
- US 59
- Canada 62
- Mexico 65
-
Europe 69
- Germany 76
- UK 79
- France 82
- Italy 85
- Spain 88
- Rest Of Europe
-
Asia-Pacific 95
- China 102
-
Japan 105
-
Singapore 108
- South Korea 111
- Rest Of Asia-Pacific 114
-
Middle East And Africa 118
-
South America 124
-
Competitive Landscape
-
Competitive Overview 130
-
Market Share Analysis 2020 (%) 131
-
Competitive Benchmarking 132
-
Company Profiles
-
IBM Corporation 133
-
Company Overview 133
- Financial
-
Overview 134
-
Products/Solutions/Services/Software Offered 134
- Key Developments 135
- SWOT Analysis 135
- Key Strategies 135
-
SAP SE 136
- Company
-
Overview 136
-
Financial Overview 136
- Products/Services/Solutions
-
Offered 137
-
Key Developments 137
- SWOT Analysis
- Key Strategies 138
-
Software AG 139
- Company Overview 139
- Financial Overview 139
- Products/Services/Solutions Offered 140
- Key Developments
- SWOT Analysis 140
- Key Strategies 141
-
Hitachi, Ltd 142
- Company Overview 142
-
Financial Overview 142
-
Products/Services/Solutions Offered 143
- Key Developments 143
- SWOT Analysis 143
- Key Strategies 143
-
Oracle Corporation 144
-
Company Overview 144
-
Financial Overview 144
-
Product/Service/Solutions Offered 145
-
Key Developments 145
- SWOT Analysis 145
- Key Strategies 145
-
Microsoft Corporation 146
-
Company Overview 146
-
Financial Overview 146
-
Product/Service/Solutions Offered 147
- Key Developments 147
- SWOT Analysis 147
- Key Strategies 147
-
Axiomtek Co, Ltd 148
-
Company Overview 148
-
Financial Overview 148
-
Products/Services/Solutions Offered 149
-
SWOT Analysis 149
- Key Developments 149
- Key Strategies 149
-
XMPro 150
-
Company Overview 150
- Financial Overview
- Product/Service/Solutions Offered 150
- Key
-
Developments 150
-
Key Strategies 150
-
RapidMiner
- Company Overview 151
- Financial Overview
- Product/Service/Solutions Offered 151
- Key
-
Developments 151
-
Key Strategies 151
-
Comtrade
- Company Overview 152
- Financial Overview
- Products/Services/Solutions Offered 152
-
Key Developments 152
-
Key Strategies 152
-
C3 IoT
- Company Overview 153
- Financial Overview
- Products/Services/Solutions Offered 153
-
Key Developments 153
-
Key Strategies 153
-
List Of
-
MAINTENANCE (PDM) MARKET, BY HARDWARE, 2022-2030 (USD MILLION) 36
-
GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 40
-
MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 42
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 44
-
2030 (USD MILLION) 45
-
MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 48
-
MAINTENANCE (PDM) MARKET, BY REGION, 2022-2030 (USD MILLION) 50
-
NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 53
-
(PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 54
-
AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
-
MODE, 2022-2030 (USD MILLION) 56
-
(PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 57
-
AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD
-
MILLION) 57
-
BY VERTICAL, 2022-2030 (USD MILLION) 58
-
MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 59
-
MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 59
-
US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 60
-
MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 61
-
MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 61
-
MILLION) 61
-
2030 (USD MILLION) 62
-
MARKET, BY SERVICES, 2022-2030 (USD MILLION) 62
-
MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 63
-
CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
-
MILLION) 63
-
TECHNIQUE, 2022-2030 (USD MILLION) 64
-
(PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 64
-
CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
-
(USD MILLION) 65
-
BY SERVICES, 2022-2030 (USD MILLION) 65
-
(PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 66
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 67
-
MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 67
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 68
-
MILLION) 69
-
2030 (USD MILLION) 70
-
MARKET, BY SERVICES, 2022-2030 (USD MILLION) 71
-
MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 72
-
EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
-
MILLION) 73
-
TECHNIQUE, 2022-2030 (USD MILLION) 74
-
(PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 74
-
EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
-
(USD MILLION) 76
-
BY SERVICES, 2022-2030 (USD MILLION) 76
-
MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 77
-
GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
-
MILLION) 77
-
TECHNIQUE, 2022-2030 (USD MILLION) 78
-
(PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 78
-
GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
-
(USD MILLION) 79
-
SERVICES, 2022-2030 (USD MILLION) 80
-
(PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 80
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
(USD MILLION) 81
-
ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 81
-
MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 82
-
FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 83
-
MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 83
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 84
-
MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 84
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 85
-
MILLION) 85
-
2030 (USD MILLION) 86
-
MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 86
-
MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 87
-
MILLION) 87
-
TECHNIQUE, 2022-2030 (USD MILLION) 87
-
(PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 88
-
PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 88
-
MILLION) 89
-
TYPE, 2022-2030 (USD MILLION) 89
-
(PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 90
-
SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 90
-
MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 91
-
PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 91
-
(USD MILLION) 92
-
MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 92
-
EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD
-
MILLION) 93
-
BY TECHNIQUE, 2022-2030 (USD MILLION) 93
-
MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 93
-
(USD MILLION) 94
-
BY COUNTRY, 2022-2030 (USD MILLION) 95
-
MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 96
-
ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION)
-
TYPE, 2022-2030 (USD MILLION) 98
-
(PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 99
-
ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD
-
MILLION) 100
-
BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 100
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 101
-
MILLION) 102
-
SERVICES, 2022-2030 (USD MILLION) 102
-
(PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 103
-
CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 104
-
MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 104
-
CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
-
(USD MILLION) 105
-
BY SERVICES, 2022-2030 (USD MILLION) 105
-
MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 106
-
(USD MILLION) 106
-
BY TECHNIQUE, 2022-2030 (USD MILLION) 107
-
MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 107
-
(USD MILLION) 107
-
BY COMPONENT, 2022-2030 (USD MILLION) 108
-
MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 108
-
SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD
-
MILLION) 109
-
BY DEPLOYMENT MODE, 2022-2030 (USD MILLION) 109
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 110
-
2030 (USD MILLION) 110
-
(PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 110
-
KOREA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 111
-
2030 (USD MILLION) 111
-
(PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 112
-
SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030
-
(USD MILLION) 112
-
MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 113
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 113
-
MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 114
-
REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030
-
(USD MILLION) 114
-
(PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 115
-
REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030
-
(USD MILLION) 115
-
(PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 116
-
OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2022-2030
-
(USD MILLION) 116
-
(PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 117
-
EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
-
BY SERVICES, 2022-2030 (USD MILLION) 119
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 120
-
DEPLOYMENT MODE, 2022-2030 (USD MILLION) 121
-
AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION)
-
BY ADVANCED TECHNIQUE, 2022-2030 (USD MILLION) 122
-
AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 124
-
(PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 125
-
AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
-
DEPLOYMENT MODE, 2022-2030 (USD MILLION) 127
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2022-2030 (USD MILLION) 128
-
TECHNIQUE, 2022-2030 (USD MILLION) 128
-
MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 129
-
PREDICTIVE MAINTENANCE (PDM) MARKET: MARKET STRUCTURE 19
-
PROCESS OF MRFR 20
-
(2020 VS 2027) 26
-
(2020 VS 2027) 26
-
(PDM) MARKET 27
-
MARKET 29
-
MARKET 30
-
MAINTENANCE (PDM) MARKET 32
-
MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 35
-
MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD MILLION) 37
-
GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION)
-
MODE, 2022-2030 (USD MILLION) 41
-
(PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION) 44
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 48
-
MARKET, BY REGION, 2022-2030 (USD MILLION) 49
-
CORRECTIVE MAINTENANCE, PREVENTIVE MAINTENANCE AND PREDICTIVE MAINTENANCE MARKET,
-
BY COUNTRY 51
-
BY COUNTRY, 2022-2030 (USD MILLION) 52
-
MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 53
-
NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD
-
MILLION) 54
-
BY TESTING TYPE, 2022-2030 (USD MILLION) 55
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 57
-
(PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 58
-
PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 69
-
EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 71
-
MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 72
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 74
-
MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 75
-
PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2022-2030 (USD MILLION) 95
-
ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 97
-
(PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 98
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
2030 (USD MILLION) 100
-
(PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 101
-
EAST AND AFRICA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
-
BY SERVICES, 2022-2030 (USD MILLION) 119
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2022-2030 (USD MILLION) 120
-
DEPLOYMENT MODE, 2022-2030 (USD MILLION) 121
-
AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2022-2030 (USD MILLION)
-
BY VERTICAL, 2022-2030 (USD MILLION) 122
-
MAINTENANCE MARKET, BY COMPONENT, 2022-2030 (USD MILLION) 124
-
SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2022-2030 (USD
-
MILLION) 125
-
BY TESTING TYPE, 2022-2030 (USD MILLION) 126
-
PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2022-2030 (USD MILLION)
-
TECHNIQUE 2022-2030 (USD MILLION) 128
-
MAINTENANCE (PDM) MARKET, BY VERTICAL, 2022-2030 (USD MILLION) 129
-
COMPETITIVE BENCHMARKING ANALYSIS 132