1 Report Business Overview
    1.1 Study Scope
    1.2 Market Analysis by Type
        1.2.1 Global Predictive Maintenance for Manufacturing Industry Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
        1.2.2 Predictive Maintenance Software
        1.2.3 Predictive Maintenance Service
    1.3 Market by Application
        1.3.1 Global Predictive Maintenance for Manufacturing Industry Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
        1.3.2 General Equipment Manufacturing
        1.3.3 Special Equipment Manufacturing
        1.3.4 Other Manufacturing
    1.4 Study Objectives
    1.5 Years Considered
2 Global Growth Trends
    2.1 Global Predictive Maintenance for Manufacturing Industry Market Perspective (2017-2028)
    2.2 Predictive Maintenance for Manufacturing Industry Growth Trends by Region
        2.2.1 Predictive Maintenance for Manufacturing Industry Market Size by Region: 2017 VS 2021 VS 2028
        2.2.2 Predictive Maintenance for Manufacturing Industry Historic Market Size by Region (2017-2022)
        2.2.3 Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Region (2023-2028)
    2.3 Predictive Maintenance for Manufacturing Industry Market Dynamics
        2.3.1 Predictive Maintenance for Manufacturing Industry Industry Trends
        2.3.2 Predictive Maintenance for Manufacturing Industry Market Drivers
        2.3.3 Predictive Maintenance for Manufacturing Industry Market Challenges
        2.3.4 Predictive Maintenance for Manufacturing Industry Market Restraints
3 Competition Landscape by Key Players
    3.1 Global Top Predictive Maintenance for Manufacturing Industry Players by Revenue
        3.1.1 Global Top Predictive Maintenance for Manufacturing Industry Players by Revenue (2017-2022)
        3.1.2 Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Players (2017-2022)
    3.2 Global Predictive Maintenance for Manufacturing Industry Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
    3.3 Players Covered: Ranking by Predictive Maintenance for Manufacturing Industry Revenue
    3.4 Global Predictive Maintenance for Manufacturing Industry Market Concentration Ratio
        3.4.1 Global Predictive Maintenance for Manufacturing Industry Market Concentration Ratio (CR5 and HHI)
        3.4.2 Global Top 10 and Top 5 Companies by Predictive Maintenance for Manufacturing Industry Revenue in 2021
    3.5 Predictive Maintenance for Manufacturing Industry Key Players Head office and Area Served
    3.6 Key Players Predictive Maintenance for Manufacturing Industry Product Solution and Service
    3.7 Date of Enter into Predictive Maintenance for Manufacturing Industry Market
    3.8 Mergers & Acquisitions, Expansion Plans
4 Predictive Maintenance for Manufacturing Industry Breakdown Data by Type
    4.1 Global Predictive Maintenance for Manufacturing Industry Historic Market Size by Type (2017-2022)
    4.2 Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Type (2023-2028)
5 Predictive Maintenance for Manufacturing Industry Breakdown Data by Application
    5.1 Global Predictive Maintenance for Manufacturing Industry Historic Market Size by Application (2017-2022)
    5.2 Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Application (2023-2028)
6 North America
    6.1 North America Predictive Maintenance for Manufacturing Industry Market Size (2017-2028)
    6.2 North America Predictive Maintenance for Manufacturing Industry Market Size by Type
        6.2.1 North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022)
        6.2.2 North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028)
        6.2.3 North America Predictive Maintenance for Manufacturing Industry Market Share by Type (2017-2028)
    6.3 North America Predictive Maintenance for Manufacturing Industry Market Size by Application
        6.3.1 North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022)
        6.3.2 North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028)
        6.3.3 North America Predictive Maintenance for Manufacturing Industry Market Share by Application (2017-2028)
    6.4 North America Predictive Maintenance for Manufacturing Industry Market Size by Country
        6.4.1 North America Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022)
        6.4.2 North America Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028)
        6.4.3 U.S.
        6.4.4 Canada
7 Europe
    7.1 Europe Predictive Maintenance for Manufacturing Industry Market Size (2017-2028)
    7.2 Europe Predictive Maintenance for Manufacturing Industry Market Size by Type
        7.2.1 Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022)
        7.2.2 Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028)
        7.2.3 Europe Predictive Maintenance for Manufacturing Industry Market Share by Type (2017-2028)
    7.3 Europe Predictive Maintenance for Manufacturing Industry Market Size by Application
        7.3.1 Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022)
        7.3.2 Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028)
        7.3.3 Europe Predictive Maintenance for Manufacturing Industry Market Share by Application (2017-2028)
    7.4 Europe Predictive Maintenance for Manufacturing Industry Market Size by Country
        7.4.1 Europe Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022)
        7.4.2 Europe Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028)
        7.4.3 Germany
        7.4.4 France
        7.4.5 U.K.
        7.4.6 Italy
        7.4.7 Russia
        7.4.8 Nordic Countries
8 Asia-Pacific
    8.1 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size (2017-2028)
    8.2 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type
        8.2.1 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022)
        8.2.2 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028)
        8.2.3 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Share by Type (2017-2028)
    8.3 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application
        8.3.1 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022)
        8.3.2 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028)
        8.3.3 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Share by Application (2017-2028)
    8.4 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region
        8.4.1 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region (2017-2022)
        8.4.2 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region (2023-2028)
        8.4.3 China
        8.4.4 Japan
        8.4.5 South Korea
        8.4.6 Southeast Asia
        8.4.7 India
        8.4.8 Australia 
9 Latin America
    9.1 Latin America Predictive Maintenance for Manufacturing Industry Market Size (2017-2028)
    9.2 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type
        9.2.1 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022)
        9.2.2 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028)
        9.2.3 Latin America Predictive Maintenance for Manufacturing Industry Market Share by Type (2017-2028)
    9.3 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application
        9.3.1 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022)
        9.3.2 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028)
        9.3.3 Latin America Predictive Maintenance for Manufacturing Industry Market Share by Application (2017-2028)
    9.4 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country
        9.4.1 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022)
        9.4.2 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028)
        9.4.3 Mexico
        9.4.4 Brazil
10 Middle East & Africa
    10.1 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size (2017-2028)
    10.2 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Type
        10.2.1 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022)
        10.2.2 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028)
        10.2.3 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Share by Type (2017-2028)
    10.3 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Application
        10.3.1 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022)
        10.3.2 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028)
        10.3.3 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Share by Application (2017-2028)
    10.4 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Country
        10.4.1 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022)
        10.4.2 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028)
        10.4.3 Turkey
        10.4.4 Saudi Arabia
        10.4.5 UAE
11 Key Players Profiles
    11.1 IBM
        11.1.1 IBM Company Details
        11.1.2 IBM Business Overview
        11.1.3 IBM Predictive Maintenance for Manufacturing Industry Introduction
        11.1.4 IBM Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.1.5 IBM Recent Developments
    11.2 Software AG
        11.2.1 Software AG Company Details
        11.2.2 Software AG Business Overview
        11.2.3 Software AG Predictive Maintenance for Manufacturing Industry Introduction
        11.2.4 Software AG Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.2.5 Software AG Recent Developments
    11.3 SAS Institute
        11.3.1 SAS Institute Company Details
        11.3.2 SAS Institute Business Overview
        11.3.3 SAS Institute Predictive Maintenance for Manufacturing Industry Introduction
        11.3.4 SAS Institute Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.3.5 SAS Institute Recent Developments
    11.4 PTC
        11.4.1 PTC Company Details
        11.4.2 PTC Business Overview
        11.4.3 PTC Predictive Maintenance for Manufacturing Industry Introduction
        11.4.4 PTC Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.4.5 PTC Recent Developments
    11.5 General Electric
        11.5.1 General Electric Company Details
        11.5.2 General Electric Business Overview
        11.5.3 General Electric Predictive Maintenance for Manufacturing Industry Introduction
        11.5.4 General Electric Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.5.5 General Electric Recent Developments
    11.6 Robert Bosch GmbH
        11.6.1 Robert Bosch GmbH Company Details
        11.6.2 Robert Bosch GmbH Business Overview
        11.6.3 Robert Bosch GmbH Predictive Maintenance for Manufacturing Industry Introduction
        11.6.4 Robert Bosch GmbH Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.6.5 Robert Bosch GmbH Recent Developments
    11.7 Rockwell Automation
        11.7.1 Rockwell Automation Company Details
        11.7.2 Rockwell Automation Business Overview
        11.7.3 Rockwell Automation Predictive Maintenance for Manufacturing Industry Introduction
        11.7.4 Rockwell Automation Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.7.5 Rockwell Automation Recent Developments
    11.8 Schneider Electric
        11.8.1 Schneider Electric Company Details
        11.8.2 Schneider Electric Business Overview
        11.8.3 Schneider Electric Predictive Maintenance for Manufacturing Industry Introduction
        11.8.4 Schneider Electric Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.8.5 Schneider Electric Recent Developments
    11.9 eMaint Enterprises
        11.9.1 eMaint Enterprises Company Details
        11.9.2 eMaint Enterprises Business Overview
        11.9.3 eMaint Enterprises Predictive Maintenance for Manufacturing Industry Introduction
        11.9.4 eMaint Enterprises Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.9.5 eMaint Enterprises Recent Developments
    11.10 Siemens
        11.10.1 Siemens Company Details
        11.10.2 Siemens Business Overview
        11.10.3 Siemens Predictive Maintenance for Manufacturing Industry Introduction
        11.10.4 Siemens Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
        11.10.5 Siemens Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
    13.1 Research Methodology
        13.1.1 Methodology/Research Approach
        13.1.2 Data Source
    13.2 Author Details
    13.3 Disclaimer
                  
              

                

                 
List of Tables
    Table 1. Global Predictive Maintenance for Manufacturing Industry Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
    Table 2. Key Players of Predictive Maintenance Software
    Table 3. Key Players of Predictive Maintenance Service
    Table 4. Global Predictive Maintenance for Manufacturing Industry Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
    Table 5. Global Predictive Maintenance for Manufacturing Industry Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
    Table 6. Global Predictive Maintenance for Manufacturing Industry Market Size by Region (2017-2022) & (US$ Million)
    Table 7. Global Predictive Maintenance for Manufacturing Industry Market Share by Region (2017-2022)
    Table 8. Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Region (2023-2028) & (US$ Million)
    Table 9. Global Predictive Maintenance for Manufacturing Industry Market Share by Region (2023-2028)
    Table 10. Predictive Maintenance for Manufacturing Industry Market Trends
    Table 11. Predictive Maintenance for Manufacturing Industry Market Drivers
    Table 12. Predictive Maintenance for Manufacturing Industry Market Challenges
    Table 13. Predictive Maintenance for Manufacturing Industry Market Restraints
    Table 14. Global Predictive Maintenance for Manufacturing Industry Revenue by Players (2017-2022) & (US$ Million)
    Table 15. Global Predictive Maintenance for Manufacturing Industry Revenue Share by Players (2017-2022)
    Table 16. Global Top Predictive Maintenance for Manufacturing Industry by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Predictive Maintenance for Manufacturing Industry as of 2021)
    Table 17. Ranking of Global Top Predictive Maintenance for Manufacturing Industry Companies by Revenue (US$ Million) in 2021
    Table 18. Global 5 Largest Players Market Share by Predictive Maintenance for Manufacturing Industry Revenue (CR5 and HHI) & (2017-2022)
    Table 19. Key Players Headquarters and Area Served
    Table 20. Key Players Predictive Maintenance for Manufacturing Industry Product Solution and Service
    Table 21. Date of Enter into Predictive Maintenance for Manufacturing Industry Market
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022) & (US$ Million)
    Table 24. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Type (2017-2022)
    Table 25. Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Type (2023-2028) & (US$ Million)
    Table 26. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Type (2023-2028)
    Table 27. Global Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022) & (US$ Million)
    Table 28. Global Predictive Maintenance for Manufacturing Industry Revenue Share by Application (2017-2022)
    Table 29. Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Application (2023-2028) & (US$ Million)
    Table 30. Global Predictive Maintenance for Manufacturing Industry Revenue Share by Application (2023-2028)
    Table 31. North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022) & (US$ Million)
    Table 32. North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028) & (US$ Million)
    Table 33. North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022) & (US$ Million)
    Table 34. North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028) & (US$ Million)
    Table 35. North America Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022) & (US$ Million)
    Table 36. North America Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028) & (US$ Million)
    Table 37. Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022) & (US$ Million)
    Table 38. Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028) & (US$ Million)
    Table 39. Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022) & (US$ Million)
    Table 40. Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028) & (US$ Million)
    Table 41. Europe Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022) & (US$ Million)
    Table 42. Europe Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028) & (US$ Million)
    Table 43. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022) & (US$ Million)
    Table 44. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028) & (US$ Million)
    Table 45. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022) & (US$ Million)
    Table 46. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028) & (US$ Million)
    Table 47. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region (2017-2022) & (US$ Million)
    Table 48. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region (2023-2028) & (US$ Million)
    Table 49. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022) & (US$ Million)
    Table 50. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028) & (US$ Million)
    Table 51. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022) & (US$ Million)
    Table 52. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028) & (US$ Million)
    Table 53. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022) & (US$ Million)
    Table 54. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028) & (US$ Million)
    Table 55. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2017-2022) & (US$ Million)
    Table 56. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2023-2028) & (US$ Million)
    Table 57. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2017-2022) & (US$ Million)
    Table 58. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2023-2028) & (US$ Million)
    Table 59. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size by Country (2017-2022) & (US$ Million)
    Table 60. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size by Country (2023-2028) & (US$ Million)
    Table 61. IBM Company Details
    Table 62. IBM Business Overview
    Table 63. IBM Predictive Maintenance for Manufacturing Industry Product
    Table 64. IBM Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 65. IBM Recent Developments
    Table 66. Software AG Company Details
    Table 67. Software AG Business Overview
    Table 68. Software AG Predictive Maintenance for Manufacturing Industry Product
    Table 69. Software AG Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 70. Software AG Recent Developments
    Table 71. SAS Institute Company Details
    Table 72. SAS Institute Business Overview
    Table 73. SAS Institute Predictive Maintenance for Manufacturing Industry Product
    Table 74. SAS Institute Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 75. SAS Institute Recent Developments
    Table 76. PTC Company Details
    Table 77. PTC Business Overview
    Table 78. PTC Predictive Maintenance for Manufacturing Industry Product
    Table 79. PTC Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 80. PTC Recent Developments
    Table 81. General Electric Company Details
    Table 82. General Electric Business Overview
    Table 83. General Electric Predictive Maintenance for Manufacturing Industry Product
    Table 84. General Electric Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 85. General Electric Recent Developments
    Table 86. Robert Bosch GmbH Company Details
    Table 87. Robert Bosch GmbH Business Overview
    Table 88. Robert Bosch GmbH Predictive Maintenance for Manufacturing Industry Product
    Table 89. Robert Bosch GmbH Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 90. Robert Bosch GmbH Recent Developments
    Table 91. Rockwell Automation Company Details
    Table 92. Rockwell Automation Business Overview
    Table 93. Rockwell Automation Predictive Maintenance for Manufacturing Industry Product
    Table 94. Rockwell Automation Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 95. Rockwell Automation Recent Developments
    Table 96. Schneider Electric Company Details
    Table 97. Schneider Electric Business Overview
    Table 98. Schneider Electric Predictive Maintenance for Manufacturing Industry Product
    Table 99. Schneider Electric Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 100. Schneider Electric Recent Developments
    Table 101. eMaint Enterprises Company Details
    Table 102. eMaint Enterprises Business Overview
    Table 103. eMaint Enterprises Predictive Maintenance for Manufacturing Industry Product
    Table 104. eMaint Enterprises Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 105. eMaint Enterprises Recent Developments
    Table 106. Siemens Company Details
    Table 107. Siemens Business Overview
    Table 108. Siemens Predictive Maintenance for Manufacturing Industry Product
    Table 109. Siemens Revenue in Predictive Maintenance for Manufacturing Industry Business (2017-2022) & (US$ Million)
    Table 110. Siemens Recent Developments
    Table 111. Research Programs/Design for This Report
    Table 112. Key Data Information from Secondary Sources
    Table 113. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Predictive Maintenance for Manufacturing Industry Market Share by Type: 2021 VS 2028
    Figure 2. Predictive Maintenance Software Features
    Figure 3. Predictive Maintenance Service Features
    Figure 4. Global Predictive Maintenance for Manufacturing Industry Market Share by Application: 2021 VS 2028
    Figure 5. General Equipment Manufacturing Case Studies
    Figure 6. Special Equipment Manufacturing Case Studies
    Figure 7. Other Manufacturing Case Studies
    Figure 8. Predictive Maintenance for Manufacturing Industry Report Years Considered
    Figure 9. Global Predictive Maintenance for Manufacturing Industry Market Size (US$ Million), Year-over-Year: 2017-2028
    Figure 10. Global Predictive Maintenance for Manufacturing Industry Market Size, (US$ Million), 2017 VS 2021 VS 2028
    Figure 11. Global Predictive Maintenance for Manufacturing Industry Market Share by Region: 2021 VS 2028
    Figure 12. Global Predictive Maintenance for Manufacturing Industry Market Share by Players in 2021
    Figure 13. Global Top Predictive Maintenance for Manufacturing Industry Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Predictive Maintenance for Manufacturing Industry as of 2021)
    Figure 14. The Top 10 and 5 Players Market Share by Predictive Maintenance for Manufacturing Industry Revenue in 2021
    Figure 15. North America Predictive Maintenance for Manufacturing Industry Market Size YoY (2017-2028) & (US$ Million)
    Figure 16. North America Predictive Maintenance for Manufacturing Industry Market Size Market Share by Type (2017-2028)
    Figure 17. North America Predictive Maintenance for Manufacturing Industry Market Size Market Share by Application (2017-2028)
    Figure 18. North America Predictive Maintenance for Manufacturing Industry Market Size Share by Country (2017-2028)
    Figure 19. United States Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 20. Canada Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 21. Europe Predictive Maintenance for Manufacturing Industry Market Size YoY (2017-2028) & (US$ Million)
    Figure 22. Europe Predictive Maintenance for Manufacturing Industry Market Size Market Share by Type (2017-2028)
    Figure 23. Europe Predictive Maintenance for Manufacturing Industry Market Size Market Share by Application (2017-2028)
    Figure 24. Europe Predictive Maintenance for Manufacturing Industry Market Size Share by Country (2017-2028)
    Figure 25. Germany Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 26. France Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 27. U.K. Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 28. Italy Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 29. Russia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 30. Nordic Countries Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 31. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size YoY (2017-2028) & (US$ Million)
    Figure 32. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size Market Share by Type (2017-2028)
    Figure 33. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size Market Share by Application (2017-2028)
    Figure 34. Asia Pacific Predictive Maintenance for Manufacturing Industry Market Size Share by Region (2017-2028)
    Figure 35. China Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 36. Japan Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 37. South Korea Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 38. Southeast Asia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 39. India Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 40. Australia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
    Figure 41. Latin America Predictive Maintenance for Manufacturing Industry Market Size YoY (2017-2028) & (US$ Million)
    Figure 42. Latin America Predictive Maintenance for Manufacturing Industry Market Size Market Share by Type (2017-2028)
    Figure 43. Latin America Predictive Maintenance for Manufacturing Industry Market Size Market Share by Application (2017-2028)
    Figure 44. Latin America Predictive Maintenance for Manufacturing Industry Market Size Share by Country (2017-2028)
    Figure 45. Mexico Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 46. Brazil Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 47. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size YoY (2017-2028) & (US$ Million)
    Figure 48. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size Market Share by Type (2017-2028)
    Figure 49. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size Market Share by Application (2017-2028)
    Figure 50. Middle East and Africa Predictive Maintenance for Manufacturing Industry Market Size Share by Country (2017-2028)
    Figure 51. Turkey Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 52. Saudi Arabia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 53. UAE Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2017-2028) & (US$ Million)
    Figure 54. IBM Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 55. Software AG Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 56. SAS Institute Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 57. PTC Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 58. General Electric Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 59. Robert Bosch GmbH Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 60. Rockwell Automation Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 61. Schneider Electric Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 62. eMaint Enterprises Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 63. Siemens Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2017-2022)
    Figure 64. Bottom-up and Top-down Approaches for This Report
    Figure 65. Data Triangulation
    Figure 66. Key Executives Interviewed