1 Report 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: 2016 VS 2021 VS 2027 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 Share by Application: 2016 VS 2021 VS 2027 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 (2016-2027) 2.2 Predictive Maintenance for Manufacturing Industry Growth Trends by Regions 2.2.1 Predictive Maintenance for Manufacturing Industry Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Predictive Maintenance for Manufacturing Industry Historic Market Share by Regions (2016-2021) 2.2.3 Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Regions (2022-2027) 2.3 Predictive Maintenance for Manufacturing Industry Industry Dynamic 2.3.1 Predictive Maintenance for Manufacturing Industry Market 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 (2016-2021) 3.1.2 Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Players (2016-2021) 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 2020 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 (2016-2021) 4.2 Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Type (2022-2027) 5 Predictive Maintenance for Manufacturing Industry Breakdown Data by Application 5.1 Global Predictive Maintenance for Manufacturing Industry Historic Market Size by Application (2016-2021) 5.2 Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Predictive Maintenance for Manufacturing Industry Market Size (2016-2027) 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 (2016-2021) 6.2.2 North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) 6.2.3 North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2027) 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 (2016-2021) 6.3.2 North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) 6.3.3 North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2027) 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 (2016-2021) 6.4.2 North America Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Predictive Maintenance for Manufacturing Industry Market Size (2016-2027) 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 (2016-2021) 7.2.2 Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) 7.2.3 Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2027) 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 (2016-2021) 7.3.2 Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) 7.3.3 Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2027) 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 (2016-2021) 7.4.2 Europe Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) 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 8 Asia-Pacific 8.1 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size (2016-2027) 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 (2016-2021) 8.2.2 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2027) 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 (2016-2021) 8.3.2 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2027) 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 (2016-2021) 8.4.2 Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region (2022-2027) 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 (2016-2027) 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 (2016-2021) 9.2.2 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) 9.2.3 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2027) 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 (2016-2021) 9.3.2 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) 9.3.3 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2027) 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 (2016-2021) 9.4.2 Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size (2016-2027) 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 (2016-2021) 10.2.2 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2027) 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 (2016-2021) 10.3.2 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2027) 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 (2016-2021) 10.4.2 Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) 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 (2016-2021) 11.1.5 IBM Recent Development 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 (2016-2021) 11.2.5 Software AG Recent Development 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 (2016-2021) 11.3.5 SAS Institute Recent Development 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 (2016-2021) 11.4.5 PTC Recent Development 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 (2016-2021) 11.5.5 General Electric Recent Development 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 (2016-2021) 11.6.5 Robert Bosch GmbH Recent Development 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 (2016-2021) 11.7.5 Rockwell Automation Recent Development 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 (2016-2021) 11.8.5 Schneider Electric Recent Development 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 (2016-2021) 11.9.5 eMaint Enterprises Recent Development 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 (2016-2021) 11.10.5 Siemens Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Predictive Maintenance for Manufacturing Industry Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 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 by Application (US$ Million): 2016 VS 2021 VS 2027 Table 5. Global Predictive Maintenance for Manufacturing Industry Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Predictive Maintenance for Manufacturing Industry Market Size by Regions (2016-2021) & (US$ Million) Table 7. Global Predictive Maintenance for Manufacturing Industry Market Share by Regions (2016-2021) Table 8. Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 9. Global Predictive Maintenance for Manufacturing Industry Market Share by Regions (2022-2027) 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 (2016-2021) & (US$ Million) Table 15. Global Predictive Maintenance for Manufacturing Industry Market Share by Players (2016-2021) Table 16. 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 2020) Table 17. Ranking of Global Top Predictive Maintenance for Manufacturing Industry Companies by Revenue (US$ Million) in 2020 Table 18. Global 5 Largest Players Market Share by Predictive Maintenance for Manufacturing Industry Revenue (CR5 and HHI) & (2016-2021) 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 (2016-2021) (US$ Million) Table 24. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Type (2016-2021) Table 25. Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Type (2022-2027) (US$ Million) Table 26. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Type (2022-2027) & (US$ Million) Table 27. Global Predictive Maintenance for Manufacturing Industry Market Size Share by Application (2016-2021) & (US$ Million) Table 28. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Application (2016-2021) Table 29. Global Predictive Maintenance for Manufacturing Industry Forecasted Market Size by Application (2022-2027) (US$ Million) Table 30. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Application (2022-2027) & (US$ Million) Table 31. North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2021) (US$ Million) Table 32. North America Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) & (US$ Million) Table 33. North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2021) (US$ Million) Table 34. North America Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) & (US$ Million) Table 35. North America Predictive Maintenance for Manufacturing Industry Market Size by Country (2016-2021) & (US$ Million) Table 36. North America Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) & (US$ Million) Table 37. Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2021) (US$ Million) Table 38. Europe Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) & (US$ Million) Table 39. Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2021) (US$ Million) Table 40. Europe Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) & (US$ Million) Table 41. Europe Predictive Maintenance for Manufacturing Industry Market Size by Country (2016-2021) & (US$ Million) Table 42. Europe Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) & (US$ Million) Table 43. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2021) (US$ Million) Table 44. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) & (US$ Million) Table 45. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2021) (US$ Million) Table 46. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) & (US$ Million) Table 47. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region (2016-2021) & (US$ Million) Table 48. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size by Region (2022-2027) & (US$ Million) Table 49. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2021) (US$ Million) Table 50. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) & (US$ Million) Table 51. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2021) (US$ Million) Table 52. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) & (US$ Million) Table 53. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country (2016-2021) & (US$ Million) Table 54. Latin America Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) & (US$ Million) Table 55. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2016-2021) (US$ Million) Table 56. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Type (2022-2027) & (US$ Million) Table 57. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2016-2021) (US$ Million) Table 58. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Application (2022-2027) & (US$ Million) Table 59. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Country (2016-2021) & (US$ Million) Table 60. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size by Country (2022-2027) & (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 (2016-2021) & (US$ Million) Table 65. IBM Recent Development 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 (2016-2021) & (US$ Million) Table 70. Software AG Recent Development 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 (2016-2021) & (US$ Million) Table 75. SAS Institute Recent Development 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 (2016-2021) & (US$ Million) Table 80. PTC Recent Development 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 (2016-2021) & (US$ Million) Table 85. General Electric Recent Development 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 (2016-2021) & (US$ Million) Table 90. Robert Bosch GmbH Recent Development 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 (2016-2021) & (US$ Million) Table 95. Rockwell Automation Recent Development Table 96. Schneider Electric Company Details Table 97. Schneider Electric Business Overview Table 98. Schneider Electric Revenue in Predictive Maintenance for Manufacturing Industry Business (2016-2021) & (US$ Million) Table 99. Schneider Electric Recent Development Table 100. eMaint Enterprises Company Details Table 101. eMaint Enterprises Business Overview Table 102. eMaint Enterprises Predictive Maintenance for Manufacturing Industry Product Table 103. eMaint Enterprises Revenue in Predictive Maintenance for Manufacturing Industry Business (2016-2021) & (US$ Million) Table 104. eMaint Enterprises Recent Development Table 105. Siemens Company Details Table 106. Siemens Business Overview Table 107. Siemens Predictive Maintenance for Manufacturing Industry Product Table 108. Siemens Revenue in Predictive Maintenance for Manufacturing Industry Business (2016-2021) & (US$ Million) Table 109. Siemens Recent Development Table 110. Research Programs/Design for This Report Table 111. Key Data Information from Secondary Sources Table 112. Key Data Information from Primary Sources List of Figures Figure 1. Global Predictive Maintenance for Manufacturing Industry Market Share by Type: 2020 VS 2027 Figure 2. Predictive Maintenance Software Features Figure 3. Predictive Maintenance Service Features Figure 4. Global Predictive Maintenance for Manufacturing Industry Market Share by Application: 2020 VS 2027 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: 2016-2027 Figure 10. Global Predictive Maintenance for Manufacturing Industry Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 11. Global Predictive Maintenance for Manufacturing Industry Market Share by Regions: 2020 VS 2027 Figure 12. Global Predictive Maintenance for Manufacturing Industry Market Share by Regions (2022-2027) Figure 13. Global Predictive Maintenance for Manufacturing Industry Market Share by Players in 2020 Figure 14. 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 2020 Figure 15. The Top 10 and 5 Players Market Share by Predictive Maintenance for Manufacturing Industry Revenue in 2020 Figure 16. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Type (2016-2021) Figure 17. Global Predictive Maintenance for Manufacturing Industry Revenue Market Share by Type (2022-2027) Figure 18. North America Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 19. North America Predictive Maintenance for Manufacturing Industry Market Share by Type (2016-2027) Figure 20. North America Predictive Maintenance for Manufacturing Industry Market Share by Application (2016-2027) Figure 21. North America Predictive Maintenance for Manufacturing Industry Market Share by Country (2016-2027) Figure 22. United States Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Canada Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 25. Europe Predictive Maintenance for Manufacturing Industry Market Share by Type (2016-2027) Figure 26. Europe Predictive Maintenance for Manufacturing Industry Market Share by Application (2016-2027) Figure 27. Europe Predictive Maintenance for Manufacturing Industry Market Share by Country (2016-2027) Figure 28. Germany Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. France Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. U.K. Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Italy Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Russia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Nordic Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Share by Type (2016-2027) Figure 36. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Share by Application (2016-2027) Figure 37. Asia-Pacific Predictive Maintenance for Manufacturing Industry Market Share by Region (2016-2027) Figure 38. China Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. Japan Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. South Korea Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. Southeast Asia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. India Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Australia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Latin America Predictive Maintenance for Manufacturing Industry Market Share by Type (2016-2027) Figure 46. Latin America Predictive Maintenance for Manufacturing Industry Market Share by Application (2016-2027) Figure 47. Latin America Predictive Maintenance for Manufacturing Industry Market Share by Country (2016-2027) Figure 48. Mexico Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Brazil Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Share by Type (2016-2027) Figure 52. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Share by Application (2016-2027) Figure 53. Middle East & Africa Predictive Maintenance for Manufacturing Industry Market Share by Country (2016-2027) Figure 54. Turkey Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. Saudi Arabia Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. UAE Predictive Maintenance for Manufacturing Industry Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. IBM Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 58. Software AG Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 59. SAS Institute Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 60. PTC Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 61. General Electric Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 62. Robert Bosch GmbH Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 63. Rockwell Automation Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 64. Schneider Electric Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 65. eMaint Enterprises Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 66. Siemens Revenue Growth Rate in Predictive Maintenance for Manufacturing Industry Business (2016-2021) Figure 67. Bottom-up and Top-down Approaches for This Report Figure 68. Data Triangulation Figure 69. Key Executives Interviewed

IBM Software AG SAS Institute PTC General Electric Robert Bosch GmbH Rockwell Automation Schneider Electric eMaint Enterprises Siemens