Predictive Maintenance (PdM) Market Research Report - Global Forecast till 2030

予知保全(PdM)市場調査レポート:コンポーネント別(ハードウェア、ソリューション、サービス(システムインテグレーションサービス、サポートおよびメンテナンスサービス、コンサルティングサービス)、テストタイプ(振動監視、電気絶縁、赤外線サーモグラフィー、温度監視、超音波リークディテクタ、石油分析)、展開モード(クラウド、オンプレミス)、技術(従来の技術、高度な技術(IoT/ビッグデータ技術、機械学習技術)、業種別(製造、エネルギーおよび公益事業、ヘルスケア、自動車、航空宇宙および防衛、輸送)および地域別(北米(米国、カナダ)、メキシコ)、ヨーロッパ(ドイツ、英国、フランス、イタリア、スペイン、その他のヨーロッパ)、アジア太平洋(中国、日本、韓国、その他のアジア太平洋)、中東、アフリカ、南米)-2030年までの予測

ID: MRFR/ICT/1754-CR | February 2020 | Region: Global | 154 Pages         

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, 2020–2027 (USD MILLION) 36

TABLE 3 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 37

TABLE 4 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 40

TABLE 5 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 42

TABLE 6 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 44

TABLE 7 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 45

TABLE 8 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 48

TABLE 9 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY REGION, 2020–2027 (USD MILLION) 50

TABLE 10 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 52

TABLE 11 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 53

TABLE 12 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 54

TABLE 13 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 55

TABLE 14 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 56

TABLE 15 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 57

TABLE 16 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 57

TABLE 17 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 58

TABLE 18 US: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 59

TABLE 19 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 59

TABLE 20 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 60

TABLE 21 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 60

TABLE 22 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 61

TABLE 23 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 61

TABLE 24 US: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 61

TABLE 25 CANADA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 62

TABLE 26 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 62

TABLE 27 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 63

TABLE 28 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 63

TABLE 29 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 64

TABLE 30 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 64

TABLE 31 CANADA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 64

TABLE 32 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 65

TABLE 33 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 65

TABLE 34 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 66

TABLE 35 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 66

TABLE 36 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 67

TABLE 37 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 67

TABLE 38 MEXICO: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 68

TABLE 39 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 69

TABLE 40 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 70

TABLE 41 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 71

TABLE 42 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 72

TABLE 43 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 73

TABLE 44 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 74

TABLE 45 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 74

TABLE 46 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 75

TABLE 47 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 76

TABLE 48 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 76

TABLE 49 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 77

TABLE 50 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 77

TABLE 51 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 78

TABLE 52 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 78

TABLE 53 GERMANY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 79

TABLE 54 UK: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 79

TABLE 55 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 80

TABLE 56 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 80

TABLE 57 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 81

TABLE 58 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 81

TABLE 59 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 81

TABLE 60 UK: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 82

TABLE 61 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 82

TABLE 62 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 83

TABLE 63 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 83

TABLE 64 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 84

TABLE 65 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 84

TABLE 66 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 84

TABLE 67 FRANCE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 85

TABLE 68 ITALY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 85

TABLE 69 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 86

TABLE 70 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 86

TABLE 71 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 87

TABLE 72 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 87

TABLE 73 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 87

TABLE 74 ITALY: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 88

TABLE 75 SPAIN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 88

TABLE 76 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 89

TABLE 77 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 89

TABLE 78 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 90

TABLE 79 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 90

TABLE 80 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 90

TABLE 81 SPAIN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 91

TABLE 82 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 91

TABLE 83 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 92

TABLE 84 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 92

TABLE 85 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 93

TABLE 86 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 93

TABLE 87 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 93

TABLE 88 REST OF EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 94

TABLE 89 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 95

TABLE 90 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 96

TABLE 91 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 97

TABLE 92 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 98

TABLE 93 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 99

TABLE 94 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 100

TABLE 95 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 100

TABLE 96 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 101

TABLE 97 CHINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 102

TABLE 98 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 102

TABLE 99 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 103

TABLE 100 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 103

TABLE 101 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 104

TABLE 102 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 104

TABLE 103 CHINA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 104

TABLE 104 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 105

TABLE 105 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 105

TABLE 106 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 106

TABLE 107 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 106

TABLE 108 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 107

TABLE 109 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 107

TABLE 110 JAPAN: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 107

TABLE 111 SINGAPORE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 108

TABLE 112 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 108

TABLE 113 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 109

TABLE 114 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 109

TABLE 115 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 110

TABLE 116 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 110

TABLE 117 SINGAPORE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 110

TABLE 118 SOUTH KOREA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 111

TABLE 119 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 111

TABLE 120 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 112

TABLE 121 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 112

TABLE 122 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 113

TABLE 123 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 113

TABLE 124 SOUTH KOREA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 113

TABLE 125 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 114

TABLE 126 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 114

TABLE 127 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 115

TABLE 128 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 115

TABLE 129 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 116

TABLE 130 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 116

TABLE 131 REST OF ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 117

TABLE 132 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 118

TABLE 133 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 119

TABLE 134 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 120

TABLE 135 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 121

TABLE 136 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 122

TABLE 137 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 122

TABLE 138 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 123

TABLE 139 SOUTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 124

TABLE 140 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 125

TABLE 141 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 126

TABLE 142 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 127

TABLE 143 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE, 2020–2027 (USD MILLION) 128

TABLE 144 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE, 2020–2027 (USD MILLION) 128

TABLE 145 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (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, 2020–2027 (USD MILLION) 35

FIGURE 14 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 37

FIGURE 15 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 39

FIGURE 16 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 41

FIGURE 17 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2020–2027 (USD MILLION) 44

FIGURE 18 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY ADVANCED TECHNIQUE 2020–2027 (USD MILLION) 45

FIGURE 19 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 48

FIGURE 20 GLOBAL PREDICTIVE MAINTENANCE (PDM) MARKET, BY REGION, 2020–2027 (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, 2020–2027 (USD MILLION) 52

FIGURE 23 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 53

FIGURE 24 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 54

FIGURE 25 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 55

FIGURE 26 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 56

FIGURE 27 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2020–2027 (USD MILLION) 57

FIGURE 28 NORTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 58

FIGURE 29 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 69

FIGURE 30 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 70

FIGURE 31 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 71

FIGURE 32 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 72

FIGURE 33 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 73

FIGURE 34 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2020–2027 (USD MILLION) 74

FIGURE 35 EUROPE: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 75

FIGURE 36 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 95

FIGURE 37 ASIA-PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 96

FIGURE 38 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 97

FIGURE 39 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 98

FIGURE 40 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 99

FIGURE 41 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2020–2027 (USD MILLION) 100

FIGURE 42 ASIA-PACIFIC: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 101

FIGURE 43 MIDDLE EAST AND AFRICA PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 118

FIGURE 44 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 119

FIGURE 45 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 120

FIGURE 46 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 121

FIGURE 47 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2020–2027 (USD MILLION) 122

FIGURE 48 MIDDLE EAST AND AFRICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 122

FIGURE 49 SOUTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2020–2027 (USD MILLION) 124

FIGURE 50 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY SERVICES, 2020–2027 (USD MILLION) 125

FIGURE 51 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TESTING TYPE, 2020–2027 (USD MILLION) 126

FIGURE 52 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY DEPLOYMENT MODE, 2020–2027 (USD MILLION) 127

FIGURE 53 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY TECHNIQUE 2020–2027 (USD MILLION) 128

FIGURE 54 SOUTH AMERICA: PREDICTIVE MAINTENANCE (PDM) MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 129

FIGURE 55 COMPETITIVE BENCHMARKING ANALYSIS 132

予知保全市場

予知保全(PdM)市場は、2030年までに1113億4000万米ドルに達し、2021年から2030年にかけてCAGR26.2%で成長します。

セグメンテーション

コンポーネント別 Hardware Solution Services
By Testing Type Vibration Monitoring Electrical Insulation Infrared Thermography Temperature Monitoring Ultrasonic Leak Detector Oil Analysis
展開モード別 Cloud On Premise
By Technique Traditional Technique Advanced Technique
垂直方向 Manufacturing Healthcare Energy & Utility Automotive Aerospace & Defense Transportation Others

キープレーヤー

  • Axiomtek Co. Ltd (Taiwan)
  • Oracle Corporation (US)
  • Microsoft Corporation (US)
  • XMPro (US)
  • IBM Corporation (US)
  • RapidMiner (US)
  • Hitachi Ltd (Japan)
  • SAP SE (Germany)
  • Comtrade (Ireland)
  • C3 IoT (US)
  • Software AG (Germany)

運転手

  • The increasing adoption of real-time streaming analytics technology is one of the driving factors for the growth of the predictive maintenance market.
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予知保全市場のスナップショット


予知保全(PdM)市場は、予測期間中に2030年にはCAGR 26.2%で拡大し、1113億4000万米ドルに達すると予想されています。


予知保全 (PdM) は、予測分析技術によって推進される保守戦略です。このソリューションは、機器の故障または異常を監視および検出するために設置されますが、重大な障害が発生する可能性がある場合にのみ使用されます。これは、限られたリソースを展開し、デバイスまたは機器の稼働時間を最大化し、品質とサプライチェーンプロセスを強化し、関係するすべての利害関係者の全体的な満足度を向上させるのに役立ちます。機器は、故障が発生する前に機械のメンテナンスを計画できる従来の高度な技術を使用して監視されます。これらの両方の技術には、振動監視、電気絶縁、赤外線サーモグラフィー、温度監視、超音波漏れ検出、および油分析のためのさまざまなテストまたは監視ツールが装備されています。ほとんどの国では、資産のパフォーマンスをリアルタイムで評価するために、状態監視に予知保全を採用しています。しかし、高度な技術は、米国などの先進国、西ヨーロッパのいくつかの国、およびアジア太平洋および中東地域のいくつかの先進国ではかなり使用されています。高度なプロセスの重要な要素は、さまざまな資産やシステムを接続し、連携させ、共有し、分析し、データに基づいて行動することを可能にするモノのインターネット(IoT)テクノロジーです。IoTは、予知保全センサーを利用して情報を収集し、分析し、早急な対応が必要な領域を特定します


リアルタイムストリーミング分析技術の採用の増加は、予知保全市場の成長を牽引する要因の1つです。これには、アプリケーション、センサー、デバイスなどからストリーミングされるリアルタイムデータの分析計算が含まれます。特殊なアプリケーション向けに、時間に依存する情報を迅速かつ適切に提供し、言語を統合します。ストリーミング分析は、資産の健全性を維持するために自動化された監視システムにリアルタイムデータを提供したり、必要に応じてメンテナンス操作を実行したりする人員にリアルタイムデータを提供するため、予知保全の柱の1つです。


セグメンティブ分析


予知保全(PdM)市場は、コンポーネント、テストタイプ、展開、技術、業種、および地域に基づいて分割されています。


コンポーネントに基づいて、予知保全市場はハードウェア、ソリューション、およびサービスに分割されています。サービス部門は、コンサルティング、サポートとメンテナンス、およびシステム統合にさらに分割されています。ハードウェア部門は2018年に最大の市場シェアを占めましたが、サービス部門は最高のCAGRを記録すると予想されています


テストタイプによって、予知保全市場は振動監視、電気絶縁、赤外線サーモグラフィー、温度監視、超音波漏れに分割されています検出器、オイル分析。振動監視部門は2018年に最大の市場シェアを占めましたが、石油分析は最高のCAGRを記録すると予想されています。


導入により、予知保全市場はクラウドとオンプレミスに分割されています。オンプレミスセグメントは2018年に大きな市場シェアを占めましたが、クラウドセグメントはより高いCAGRを登録すると予想されます。


技術によって、市場は伝統的な技術と高度な技術に分類されています。高度な技術セグメントは、IoT/ビッグデータ技術と機械学習ベースの技術にさらに分岐しています。伝統的技術セグメントは2018年のより大きな市場シェアを占めましたが、先端技術セグメントはより高いCAGRを登録すると予想されます。


垂直方向では、予知保全市場は製造、ヘルスケア、エネルギーとユーティリティ、自動車、航空宇宙および防衛、輸送などに分割されています。製造部門は2018年に最大の市場シェアを占めましたが、エネルギーおよびユーティリティ部門は最高のCAGRを記録すると予想されています。


地域分析


地理的には、予知保全市場は北米、ヨーロッパ、アジア太平洋、中東、アフリカ、南米に分類されています


北米は、予知保全市場で最大の市場を占めていました。業界を超えたテクノロジーの進歩、IoT接続の拡大、高度なテクノロジー、特に機械学習の急速な採用は、この地域の予知保全市場の成長を担う要因の一部です。この地域の主要なプレーヤーには、地域全体で運営されているIBMコーポレーション、オラクルコーポレーション、マイクロソフトコーポレーション、XMPro、およびRapidMinerが含まれます。


ヨーロッパは、2018年に予防保守市場で2番目に大きなシェアを占めました。ヨーロッパは、英国、ドイツ、フランス、イタリア、スペイン、およびヨーロッパの他の地域に分割されています。MRFRの分析によると、ドイツは英国、フランス、イタリアに続いて最高の市場シェアを獲得すると予想されています。市場の成長の原因となる要因には、IoT接続の成長、予知保全への投資の増加、および予測期間中の自動車セクターの成長が含まれます。Robert Bosch GmbH、シュナイダーエレクトリックSA、SAP SEなどの企業の存在により、この地域での予防保全ソリューションの開発が推進されています。


対象企業


世界の予知保全市場の主要プレーヤーはAxiomtek Co.株式会社(台湾)、オラクル・コーポレーション(米国)、マイクロソフト・コーポレーション(米国)、XmPro(米国)、IBM Corporation(米国)、RapidMiner(米国)、日立製作所(日本)、SAP SE(ドイツ)、コムトレード(アイルランド)、C3 IoT(米国)、およびSoftware AG(ドイツ)。


これらとは別に、このようなソリューションを提供する他の企業には、ゼネラルエレクトリック(ゼネラルデジタル)、Senseye、シュナイダーエレクトリック、 ABB、ベントレーシステムズ、およびUptakeが含まれます

テクノロジー

主な開発



  • 2019年3月IBMはIIoT(産業用モノのインターネット)ソリューションの新しいスイートを立ち上げました。高度な分析と人工知能技術を使用する予知保全。このソリューションは、製造ロボット、車両、タービン、変圧器、エレベーター、鉱山機械などの物理的資産に関連する障害のリスクを最小限に抑えます。



  • 2019年3月、オラクルはOracle IoT資産監視クラウドサービスリリース19.1.5の開始を発表しました。このバージョンには、資産センサーシミュレーションを作成できるデジタルツインシミュレーターが組み込まれています。シミュレーターを使用して、資産に関連付けられたセンサーのデータパターンを作成およびシミュレートできます。



  • 2018年10月、日立製作所は、リアルタイムの運転状況を検出するために、石油化学プラント向けのAI支援予知保全サービスを開始しました。これにより、石油化学プラントの運用効率とメンテナンスタスクの向上に役立ちます。



  • 2018年2月、SAPはSAP資産戦略およびパフォーマンス管理ソリューションのリリースを発表しました。この製品は、SAPのLeonardo IoTテクノロジーの機能を強化します。



    Report Scope:
    Report Attribute/Metric Details
      Market Size   USD 859.42 Billion (2030)
      CAGR   20.11% (2021-2030)
      Base Year   2020
      Forecast Period   2021-2030
      Historical Data   2019
      Forecast Units   Value (USD Billion)
      Report Coverage   Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
      Segments Covered   Component, Testing Type, Deployment Mode, Technique, Vertical
      Geographies Covered   North America, Europe, Asia-Pacific, the Middle East and Africa, and South America
      Key Vendors   Axiomtek Co. Ltd, Oracle Corporation, Microsoft Corporation, XMPro, IBM Corporation, RapidMiner, Hitachi, Ltd, SAP SE, Comtrade, C3 IoT, and Software AG
      Key Market Opportunities   IoT relies on predictive maintenance sensors to capture information, analyze it, and identify any areas that need immediate attention
      Key Market Drivers   The increasing adoption of real-time streaming analytics technology


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    Frequently Asked Questions (FAQ) :

    North America to score the highest in the valuation number for the global predictive maintenance market in the forecast period.

    26.2% CAGR is the latest growth rate recorded for the PdM market.

    The snowballing adoption of real-time streaming analytics and its technology is one of the driving factors behind the growth of the predictive maintenance market.

    IBM Corporation, Oracle Corporation, Microsoft Corporation are being the pro members in the market and contributing to the fullest for the market’s growth.

    Component, testing type, deployment, technique, and vertical are the segments involved in the growth study of the market.