List of Tables
Table 1. Global Predictive Maintenance in Renewable Energy Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Cloud Deployment
Table 3. Key Players of On-Premises
Table 4. Global Predictive Maintenance in Renewable Energy Market Size Growth Rate by Industry (US$ Million): 2020 VS 2024 VS 2031
Table 5. Key Players of Wind Power
Table 6. Key Players of Solar Power
Table 7. Key Players of Others
Table 8. Global Predictive Maintenance in Renewable Energy Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 9. Global Predictive Maintenance in Renewable Energy Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 10. Global Predictive Maintenance in Renewable Energy Market Size by Region (2020-2025) & (US$ Million)
Table 11. Global Predictive Maintenance in Renewable Energy Market Share by Region (2020-2025)
Table 12. Global Predictive Maintenance in Renewable Energy Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 13. Global Predictive Maintenance in Renewable Energy Market Share by Region (2026-2031)
Table 14. Predictive Maintenance in Renewable Energy Market Trends
Table 15. Predictive Maintenance in Renewable Energy Market Drivers
Table 16. Predictive Maintenance in Renewable Energy Market Challenges
Table 17. Predictive Maintenance in Renewable Energy Market Restraints
Table 18. Global Predictive Maintenance in Renewable Energy Revenue by Players (2020-2025) & (US$ Million)
Table 19. Global Predictive Maintenance in Renewable Energy Market Share by Players (2020-2025)
Table 20. Global Top Predictive Maintenance in Renewable Energy Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Predictive Maintenance in Renewable Energy as of 2024)
Table 21. Ranking of Global Top Predictive Maintenance in Renewable Energy Companies by Revenue (US$ Million) in 2024
Table 22. Global 5 Largest Players Market Share by Predictive Maintenance in Renewable Energy Revenue (CR5 and HHI) & (2020-2025)
Table 23. Global Key Players of Predictive Maintenance in Renewable Energy, Headquarters and Area Served
Table 24. Global Key Players of Predictive Maintenance in Renewable Energy, Product and Application
Table 25. Global Key Players of Predictive Maintenance in Renewable Energy, Date of Enter into This Industry
Table 26. Mergers & Acquisitions, Expansion Plans
Table 27. Global Predictive Maintenance in Renewable Energy Market Size by Type (2020-2025) & (US$ Million)
Table 28. Global Predictive Maintenance in Renewable Energy Revenue Market Share by Type (2020-2025)
Table 29. Global Predictive Maintenance in Renewable Energy Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 30. Global Predictive Maintenance in Renewable Energy Revenue Market Share by Type (2026-2031)
Table 31. Global Predictive Maintenance in Renewable Energy Market Size by Application (2020-2025) & (US$ Million)
Table 32. Global Predictive Maintenance in Renewable Energy Revenue Market Share by Application (2020-2025)
Table 33. Global Predictive Maintenance in Renewable Energy Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 34. Global Predictive Maintenance in Renewable Energy Revenue Market Share by Application (2026-2031)
Table 35. North America Predictive Maintenance in Renewable Energy Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 36. North America Predictive Maintenance in Renewable Energy Market Size by Country (2020-2025) & (US$ Million)
Table 37. North America Predictive Maintenance in Renewable Energy Market Size by Country (2026-2031) & (US$ Million)
Table 38. Europe Predictive Maintenance in Renewable Energy Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 39. Europe Predictive Maintenance in Renewable Energy Market Size by Country (2020-2025) & (US$ Million)
Table 40. Europe Predictive Maintenance in Renewable Energy Market Size by Country (2026-2031) & (US$ Million)
Table 41. Asia-Pacific Predictive Maintenance in Renewable Energy Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 42. Asia-Pacific Predictive Maintenance in Renewable Energy Market Size by Region (2020-2025) & (US$ Million)
Table 43. Asia-Pacific Predictive Maintenance in Renewable Energy Market Size by Region (2026-2031) & (US$ Million)
Table 44. Latin America Predictive Maintenance in Renewable Energy Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Latin America Predictive Maintenance in Renewable Energy Market Size by Country (2020-2025) & (US$ Million)
Table 46. Latin America Predictive Maintenance in Renewable Energy Market Size by Country (2026-2031) & (US$ Million)
Table 47. Middle East & Africa Predictive Maintenance in Renewable Energy Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 48. Middle East & Africa Predictive Maintenance in Renewable Energy Market Size by Country (2020-2025) & (US$ Million)
Table 49. Middle East & Africa Predictive Maintenance in Renewable Energy Market Size by Country (2026-2031) & (US$ Million)
Table 50. IBM Company Details
Table 51. IBM Business Overview
Table 52. IBM Predictive Maintenance in Renewable Energy Product
Table 53. IBM Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 54. IBM Recent Development
Table 55. Microsoft (Azure IoT) Company Details
Table 56. Microsoft (Azure IoT) Business Overview
Table 57. Microsoft (Azure IoT) Predictive Maintenance in Renewable Energy Product
Table 58. Microsoft (Azure IoT) Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 59. Microsoft (Azure IoT) Recent Development
Table 60. SAP SE Company Details
Table 61. SAP SE Business Overview
Table 62. SAP SE Predictive Maintenance in Renewable Energy Product
Table 63. SAP SE Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 64. SAP SE Recent Development
Table 65. Schneider Electric Company Details
Table 66. Schneider Electric Business Overview
Table 67. Schneider Electric Predictive Maintenance in Renewable Energy Product
Table 68. Schneider Electric Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 69. Schneider Electric Recent Development
Table 70. SAS Institute Company Details
Table 71. SAS Institute Business Overview
Table 72. SAS Institute Predictive Maintenance in Renewable Energy Product
Table 73. SAS Institute Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 74. SAS Institute Recent Development
Table 75. Hitachi Vantara Company Details
Table 76. Hitachi Vantara Business Overview
Table 77. Hitachi Vantara Predictive Maintenance in Renewable Energy Product
Table 78. Hitachi Vantara Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 79. Hitachi Vantara Recent Development
Table 80. Oracle Corporation Company Details
Table 81. Oracle Corporation Business Overview
Table 82. Oracle Corporation Predictive Maintenance in Renewable Energy Product
Table 83. Oracle Corporation Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 84. Oracle Corporation Recent Development
Table 85. Siemens (incl. Senseye) Company Details
Table 86. Siemens (incl. Senseye) Business Overview
Table 87. Siemens (incl. Senseye) Predictive Maintenance in Renewable Energy Product
Table 88. Siemens (incl. Senseye) Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 89. Siemens (incl. Senseye) Recent Development
Table 90. Software AG Company Details
Table 91. Software AG Business Overview
Table 92. Software AG Predictive Maintenance in Renewable Energy Product
Table 93. Software AG Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 94. Software AG Recent Development
Table 95. Fujitsu Company Details
Table 96. Fujitsu Business Overview
Table 97. Fujitsu Predictive Maintenance in Renewable Energy Product
Table 98. Fujitsu Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 99. Fujitsu Recent Development
Table 100. GE Vernova (GE Digital) Company Details
Table 101. GE Vernova (GE Digital) Business Overview
Table 102. GE Vernova (GE Digital) Predictive Maintenance in Renewable Energy Product
Table 103. GE Vernova (GE Digital) Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 104. GE Vernova (GE Digital) Recent Development
Table 105. Rockwell Automation Company Details
Table 106. Rockwell Automation Business Overview
Table 107. Rockwell Automation Predictive Maintenance in Renewable Energy Product
Table 108. Rockwell Automation Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 109. Rockwell Automation Recent Development
Table 110. Emerson Electric Company Details
Table 111. Emerson Electric Business Overview
Table 112. Emerson Electric Predictive Maintenance in Renewable Energy Product
Table 113. Emerson Electric Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 114. Emerson Electric Recent Development
Table 115. ABB Company Details
Table 116. ABB Business Overview
Table 117. ABB Predictive Maintenance in Renewable Energy Product
Table 118. ABB Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 119. ABB Recent Development
Table 120. Bosch Rexroth Company Details
Table 121. Bosch Rexroth Business Overview
Table 122. Bosch Rexroth Predictive Maintenance in Renewable Energy Product
Table 123. Bosch Rexroth Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 124. Bosch Rexroth Recent Development
Table 125. Honeywell Company Details
Table 126. Honeywell Business Overview
Table 127. Honeywell Predictive Maintenance in Renewable Energy Product
Table 128. Honeywell Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 129. Honeywell Recent Development
Table 130. PTC Company Details
Table 131. PTC Business Overview
Table 132. PTC Predictive Maintenance in Renewable Energy Product
Table 133. PTC Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 134. PTC Recent Development
Table 135. Uptake Company Details
Table 136. Uptake Business Overview
Table 137. Uptake Predictive Maintenance in Renewable Energy Product
Table 138. Uptake Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 139. Uptake Recent Development
Table 140. Augury Company Details
Table 141. Augury Business Overview
Table 142. Augury Predictive Maintenance in Renewable Energy Product
Table 143. Augury Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 144. Augury Recent Development
Table 145. SKF Company Details
Table 146. SKF Business Overview
Table 147. SKF Predictive Maintenance in Renewable Energy Product
Table 148. SKF Revenue in Predictive Maintenance in Renewable Energy Business (2020-2025) & (US$ Million)
Table 149. SKF Recent Development
Table 150. Research Programs/Design for This Report
Table 151. Key Data Information from Secondary Sources
Table 152. Key Data Information from Primary Sources
Table 153. Authors List of This Report
List of Figures
Figure 1. Predictive Maintenance in Renewable Energy Picture
Figure 2. Global Predictive Maintenance in Renewable Energy Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Predictive Maintenance in Renewable Energy Market Share by Type: 2024 VS 2031
Figure 4. Cloud Deployment Features
Figure 5. On-Premises Features
Figure 6. Global Predictive Maintenance in Renewable Energy Market Size Comparison by Industry (2020-2031) & (US$ Million)
Figure 7. Wind Power Features
Figure 8. Solar Power Features
Figure 9. Others Features
Figure 10. Global Predictive Maintenance in Renewable Energy Market Size by Application (2020-2031) & (US$ Million)
Figure 11. Global Predictive Maintenance in Renewable Energy Market Share by Application: 2024 VS 2031
Figure 12. Large Enterprises Case Studies
Figure 13. SMEs Case Studies
Figure 14. Predictive Maintenance in Renewable Energy Report Years Considered
Figure 15. Global Predictive Maintenance in Renewable Energy Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 16. Global Predictive Maintenance in Renewable Energy Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 17. Global Predictive Maintenance in Renewable Energy Market Share by Region: 2024 VS 2031
Figure 18. Global Predictive Maintenance in Renewable Energy Market Share by Players in 2024
Figure 19. Global Predictive Maintenance in Renewable Energy Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 20. The Top 10 and 5 Players Market Share by Predictive Maintenance in Renewable Energy Revenue in 2024
Figure 21. North America Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. North America Predictive Maintenance in Renewable Energy Market Share by Country (2020-2031)
Figure 23. United States Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Canada Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Europe Predictive Maintenance in Renewable Energy Market Share by Country (2020-2031)
Figure 27. Germany Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. France Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. U.K. Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Italy Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Russia Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Ireland Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Asia-Pacific Predictive Maintenance in Renewable Energy Market Share by Region (2020-2031)
Figure 35. China Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Japan Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. South Korea Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Southeast Asia Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. India Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Australia & New Zealand Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Latin America Predictive Maintenance in Renewable Energy Market Share by Country (2020-2031)
Figure 43. Mexico Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Brazil Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Middle East & Africa Predictive Maintenance in Renewable Energy Market Share by Country (2020-2031)
Figure 47. Israel Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Saudi Arabia Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. UAE Predictive Maintenance in Renewable Energy Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. IBM Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 51. Microsoft (Azure IoT) Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 52. SAP SE Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 53. Schneider Electric Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 54. SAS Institute Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 55. Hitachi Vantara Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 56. Oracle Corporation Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 57. Siemens (incl. Senseye) Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 58. Software AG Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 59. Fujitsu Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 60. GE Vernova (GE Digital) Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 61. Rockwell Automation Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 62. Emerson Electric Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 63. ABB Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 64. Bosch Rexroth Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 65. Honeywell Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 66. PTC Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 67. Uptake Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 68. Augury Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 69. SKF Revenue Growth Rate in Predictive Maintenance in Renewable Energy Business (2020-2025)
Figure 70. Bottom-up and Top-down Approaches for This Report
Figure 71. Data Triangulation
Figure 72. Key Executives Interviewed