List of Tables
Table 1. Global Machine Learning in Utilities Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Hardware
Table 3. Key Players of Software
Table 4. Key Players of Service
Table 5. Global Machine Learning in Utilities Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Machine Learning in Utilities Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global Machine Learning in Utilities Market Size by Region (2020-2025) & (US$ Million)
Table 8. Global Machine Learning in Utilities Market Share by Region (2020-2025)
Table 9. Global Machine Learning in Utilities Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 10. Global Machine Learning in Utilities Market Share by Region (2026-2031)
Table 11. Machine Learning in Utilities Market Trends
Table 12. Machine Learning in Utilities Market Drivers
Table 13. Machine Learning in Utilities Market Challenges
Table 14. Machine Learning in Utilities Market Restraints
Table 15. Global Machine Learning in Utilities Revenue by Players (2020-2025) & (US$ Million)
Table 16. Global Machine Learning in Utilities Market Share by Players (2020-2025)
Table 17. Global Top Machine Learning in Utilities Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Utilities as of 2024)
Table 18. Ranking of Global Top Machine Learning in Utilities Companies by Revenue (US$ Million) in 2024
Table 19. Global 5 Largest Players Market Share by Machine Learning in Utilities Revenue (CR5 and HHI) & (2020-2025)
Table 20. Global Key Players of Machine Learning in Utilities, Headquarters and Area Served
Table 21. Global Key Players of Machine Learning in Utilities, Product and Application
Table 22. Global Key Players of Machine Learning in Utilities, Date of Enter into This Industry
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Machine Learning in Utilities Market Size by Type (2020-2025) & (US$ Million)
Table 25. Global Machine Learning in Utilities Revenue Market Share by Type (2020-2025)
Table 26. Global Machine Learning in Utilities Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 27. Global Machine Learning in Utilities Revenue Market Share by Type (2026-2031)
Table 28. Global Machine Learning in Utilities Market Size by Application (2020-2025) & (US$ Million)
Table 29. Global Machine Learning in Utilities Revenue Market Share by Application (2020-2025)
Table 30. Global Machine Learning in Utilities Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 31. Global Machine Learning in Utilities Revenue Market Share by Application (2026-2031)
Table 32. North America Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 33. North America Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
Table 34. North America Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
Table 35. Europe Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 36. Europe Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
Table 37. Europe Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
Table 38. Asia-Pacific Machine Learning in Utilities Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 39. Asia-Pacific Machine Learning in Utilities Market Size by Region (2020-2025) & (US$ Million)
Table 40. Asia-Pacific Machine Learning in Utilities Market Size by Region (2026-2031) & (US$ Million)
Table 41. Latin America Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 42. Latin America Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
Table 43. Latin America Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
Table 44. Middle East & Africa Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Middle East & Africa Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
Table 46. Middle East & Africa Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
Table 47. Baidu Company Details
Table 48. Baidu Business Overview
Table 49. Baidu Machine Learning in Utilities Product
Table 50. Baidu Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 51. Baidu Recent Development
Table 52. Hewlett Packard Enterprise Development LP Company Details
Table 53. Hewlett Packard Enterprise Development LP Business Overview
Table 54. Hewlett Packard Enterprise Development LP Machine Learning in Utilities Product
Table 55. Hewlett Packard Enterprise Development LP Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 56. Hewlett Packard Enterprise Development LP Recent Development
Table 57. SAS Institute, Inc. Company Details
Table 58. SAS Institute, Inc. Business Overview
Table 59. SAS Institute, Inc. Machine Learning in Utilities Product
Table 60. SAS Institute, Inc. Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 61. SAS Institute, Inc. Recent Development
Table 62. IBM Company Details
Table 63. IBM Business Overview
Table 64. IBM Machine Learning in Utilities Product
Table 65. IBM Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 66. IBM Recent Development
Table 67. Microsoft Company Details
Table 68. Microsoft Business Overview
Table 69. Microsoft Machine Learning in Utilities Product
Table 70. Microsoft Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 71. Microsoft Recent Development
Table 72. Nvidia Company Details
Table 73. Nvidia Business Overview
Table 74. Nvidia Machine Learning in Utilities Product
Table 75. Nvidia Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 76. Nvidia Recent Development
Table 77. Amazon Web Services Company Details
Table 78. Amazon Web Services Business Overview
Table 79. Amazon Web Services Machine Learning in Utilities Product
Table 80. Amazon Web Services Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 81. Amazon Web Services Recent Development
Table 82. Oracle Company Details
Table 83. Oracle Business Overview
Table 84. Oracle Machine Learning in Utilities Product
Table 85. Oracle Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 86. Oracle Recent Development
Table 87. SAP Company Details
Table 88. SAP Business Overview
Table 89. SAP Machine Learning in Utilities Product
Table 90. SAP Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 91. SAP Recent Development
Table 92. BigML, Inc. Company Details
Table 93. BigML, Inc. Business Overview
Table 94. BigML, Inc. Machine Learning in Utilities Product
Table 95. BigML, Inc. Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 96. BigML, Inc. Recent Development
Table 97. Fair Isaac Corporation Company Details
Table 98. Fair Isaac Corporation Business Overview
Table 99. Fair Isaac Corporation Machine Learning in Utilities Product
Table 100. Fair Isaac Corporation Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 101. Fair Isaac Corporation Recent Development
Table 102. Intel Corporation Company Details
Table 103. Intel Corporation Business Overview
Table 104. Intel Corporation Machine Learning in Utilities Product
Table 105. Intel Corporation Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 106. Intel Corporation Recent Development
Table 107. Google LLC Company Details
Table 108. Google LLC Business Overview
Table 109. Google LLC Machine Learning in Utilities Product
Table 110. Google LLC Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 111. Google LLC Recent Development
Table 112. H2o.AI Company Details
Table 113. H2o.AI Business Overview
Table 114. H2o.AI Machine Learning in Utilities Product
Table 115. H2o.AI Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 116. H2o.AI Recent Development
Table 117. Alpiq Company Details
Table 118. Alpiq Business Overview
Table 119. Alpiq Machine Learning in Utilities Product
Table 120. Alpiq Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 121. Alpiq Recent Development
Table 122. SmartCloud Company Details
Table 123. SmartCloud Business Overview
Table 124. SmartCloud Machine Learning in Utilities Product
Table 125. SmartCloud Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
Table 126. SmartCloud Recent Development
Table 127. Research Programs/Design for This Report
Table 128. Key Data Information from Secondary Sources
Table 129. Key Data Information from Primary Sources
Table 130. Authors List of This Report
List of Figures
Figure 1. Machine Learning in Utilities Picture
Figure 2. Global Machine Learning in Utilities Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Machine Learning in Utilities Market Share by Type: 2024 VS 2031
Figure 4. Hardware Features
Figure 5. Software Features
Figure 6. Service Features
Figure 7. Global Machine Learning in Utilities Market Size by Application (2020-2031) & (US$ Million)
Figure 8. Global Machine Learning in Utilities Market Share by Application: 2024 VS 2031
Figure 9. Renewable Energy Management Case Studies
Figure 10. Demand Forecast Case Studies
Figure 11. Safety and Security Case Studies
Figure 12. Infrastructure Case Studies
Figure 13. Other Case Studies
Figure 14. Machine Learning in Utilities Report Years Considered
Figure 15. Global Machine Learning in Utilities Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 16. Global Machine Learning in Utilities Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 17. Global Machine Learning in Utilities Market Share by Region: 2024 VS 2031
Figure 18. Global Machine Learning in Utilities Market Share by Players in 2024
Figure 19. Global Top Machine Learning in Utilities Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Utilities as of 2024)
Figure 20. The Top 10 and 5 Players Market Share by Machine Learning in Utilities Revenue in 2024
Figure 21. North America Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. North America Machine Learning in Utilities Market Share by Country (2020-2031)
Figure 23. United States Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Canada Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. Europe Machine Learning in Utilities Market Share by Country (2020-2031)
Figure 27. Germany Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. France Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. U.K. Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Italy Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Russia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Nordic Countries Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Asia-Pacific Machine Learning in Utilities Market Share by Region (2020-2031)
Figure 35. China Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Japan Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. South Korea Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Southeast Asia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. India Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Australia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Latin America Machine Learning in Utilities Market Share by Country (2020-2031)
Figure 43. Mexico Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Brazil Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Middle East & Africa Machine Learning in Utilities Market Share by Country (2020-2031)
Figure 47. Turkey Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Saudi Arabia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. UAE Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 50. Baidu Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 51. Hewlett Packard Enterprise Development LP Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 52. SAS Institute, Inc. Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 53. IBM Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 54. Microsoft Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 55. Nvidia Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 56. Amazon Web Services Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 57. Oracle Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 58. SAP Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 59. BigML, Inc. Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 60. Fair Isaac Corporation Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 61. Intel Corporation Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 62. Google LLC Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 63. H2o.AI Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 64. Alpiq Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 65. SmartCloud Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
Figure 66. Bottom-up and Top-down Approaches for This Report
Figure 67. Data Triangulation
Figure 68. Key Executives Interviewed