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Global Machine Learning in Utilities Market Research Report 2024(Status and Outlook)

  • 27 August 2024
  • Energy and Natural Resources
  • 119 Pages
  • Report code : 24WT-7994852

Machine LearningUtilities Market

Table of Contents
1 Research Methodology and Statistical Scope
1.1 Market Definition and Statistical Scope of Machine Learning in Utilities
1.2 Key Market Segments
1.2.1 Machine Learning in Utilities Segment by Type
1.2.2 Machine Learning in Utilities Segment by Application
1.3 Methodology & Sources of Information
1.3.1 Research Methodology
1.3.2 Research Process
1.3.3 Market Breakdown and Data Triangulation
1.3.4 Base Year
1.3.5 Report Assumptions & Caveats
2 Machine Learning in Utilities Market Overview
2.1 Global Market Overview
2.2 Market Segment Executive Summary
2.3 Global Market Size by Region
3 Machine Learning in Utilities Market Competitive Landscape
3.1 Global Machine Learning in Utilities Revenue Market Share by Company (2019-2024)
3.2 Machine Learning in Utilities Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Company Machine Learning in Utilities Market Size Sites, Area Served, Product Type
3.4 Machine Learning in Utilities Market Competitive Situation and Trends
3.4.1 Machine Learning in Utilities Market Concentration Rate
3.4.2 Global 5 and 10 Largest Machine Learning in Utilities Players Market Share by Revenue
3.4.3 Mergers & Acquisitions, Expansion
4 Machine Learning in Utilities Value Chain Analysis
4.1 Machine Learning in Utilities Value Chain Analysis
4.2 Midstream Market Analysis
4.3 Downstream Customer Analysis
5 The Development and Dynamics of Machine Learning in Utilities Market
5.1 Key Development Trends
5.2 Driving Factors
5.3 Market Challenges
5.4 Market Restraints
5.5 Industry News
5.5.1 Mergers & Acquisitions
5.5.2 Expansions
5.5.3 Collaboration/Supply Contracts
5.6 Industry Policies
6 Machine Learning in Utilities Market Segmentation by Type
6.1 Evaluation Matrix of Segment Market Development Potential (Type)
6.2 Global Machine Learning in Utilities Market Size Market Share by Type (2019-2024)
6.3 Global Machine Learning in Utilities Market Size Growth Rate by Type (2019-2024)
7 Machine Learning in Utilities Market Segmentation by Application
7.1 Evaluation Matrix of Segment Market Development Potential (Application)
7.2 Global Machine Learning in Utilities Market Size (M USD) by Application (2019-2024)
7.3 Global Machine Learning in Utilities Market Size Growth Rate by Application (2019-2024)
8 Machine Learning in Utilities Market Segmentation by Region
8.1 Global Machine Learning in Utilities Market Size by Region
8.1.1 Global Machine Learning in Utilities Market Size by Region
8.1.2 Global Machine Learning in Utilities Market Size Market Share by Region
8.2 North America
8.2.1 North America Machine Learning in Utilities Market Size by Country
8.2.2 U.S.
8.2.3 Canada
8.2.4 Mexico
8.3 Europe
8.3.1 Europe Machine Learning in Utilities Market Size by Country
8.3.2 Germany
8.3.3 France
8.3.4 U.K.
8.3.5 Italy
8.3.6 Russia
8.4 Asia Pacific
8.4.1 Asia Pacific Machine Learning in Utilities Market Size by Region
8.4.2 China
8.4.3 Japan
8.4.4 South Korea
8.4.5 India
8.4.6 Southeast Asia
8.5 South America
8.5.1 South America Machine Learning in Utilities Market Size by Country
8.5.2 Brazil
8.5.3 Argentina
8.5.4 Columbia
8.6 Middle East and Africa
8.6.1 Middle East and Africa Machine Learning in Utilities Market Size by Region
8.6.2 Saudi Arabia
8.6.3 UAE
8.6.4 Egypt
8.6.5 Nigeria
8.6.6 South Africa
9 Key Companies Profile
9.1 Baidu
9.1.1 Baidu Machine Learning in Utilities Basic Information
9.1.2 Baidu Machine Learning in Utilities Product Overview
9.1.3 Baidu Machine Learning in Utilities Product Market Performance
9.1.4 Baidu Machine Learning in Utilities SWOT Analysis
9.1.5 Baidu Business Overview
9.1.6 Baidu Recent Developments
9.2 Hewlett Packard Enterprise Development LP
9.2.1 Hewlett Packard Enterprise Development LP Machine Learning in Utilities Basic Information
9.2.2 Hewlett Packard Enterprise Development LP Machine Learning in Utilities Product Overview
9.2.3 Hewlett Packard Enterprise Development LP Machine Learning in Utilities Product Market Performance
9.2.4 Baidu Machine Learning in Utilities SWOT Analysis
9.2.5 Hewlett Packard Enterprise Development LP Business Overview
9.2.6 Hewlett Packard Enterprise Development LP Recent Developments
9.3 SAS Institute, Inc.
9.3.1 SAS Institute, Inc. Machine Learning in Utilities Basic Information
9.3.2 SAS Institute, Inc. Machine Learning in Utilities Product Overview
9.3.3 SAS Institute, Inc. Machine Learning in Utilities Product Market Performance
9.3.4 Baidu Machine Learning in Utilities SWOT Analysis
9.3.5 SAS Institute, Inc. Business Overview
9.3.6 SAS Institute, Inc. Recent Developments
9.4 IBM
9.4.1 IBM Machine Learning in Utilities Basic Information
9.4.2 IBM Machine Learning in Utilities Product Overview
9.4.3 IBM Machine Learning in Utilities Product Market Performance
9.4.4 IBM Business Overview
9.4.5 IBM Recent Developments
9.5 Microsoft
9.5.1 Microsoft Machine Learning in Utilities Basic Information
9.5.2 Microsoft Machine Learning in Utilities Product Overview
9.5.3 Microsoft Machine Learning in Utilities Product Market Performance
9.5.4 Microsoft Business Overview
9.5.5 Microsoft Recent Developments
9.6 Nvidia
9.6.1 Nvidia Machine Learning in Utilities Basic Information
9.6.2 Nvidia Machine Learning in Utilities Product Overview
9.6.3 Nvidia Machine Learning in Utilities Product Market Performance
9.6.4 Nvidia Business Overview
9.6.5 Nvidia Recent Developments
9.7 Amazon Web Services
9.7.1 Amazon Web Services Machine Learning in Utilities Basic Information
9.7.2 Amazon Web Services Machine Learning in Utilities Product Overview
9.7.3 Amazon Web Services Machine Learning in Utilities Product Market Performance
9.7.4 Amazon Web Services Business Overview
9.7.5 Amazon Web Services Recent Developments
9.8 Oracle
9.8.1 Oracle Machine Learning in Utilities Basic Information
9.8.2 Oracle Machine Learning in Utilities Product Overview
9.8.3 Oracle Machine Learning in Utilities Product Market Performance
9.8.4 Oracle Business Overview
9.8.5 Oracle Recent Developments
9.9 SAP
9.9.1 SAP Machine Learning in Utilities Basic Information
9.9.2 SAP Machine Learning in Utilities Product Overview
9.9.3 SAP Machine Learning in Utilities Product Market Performance
9.9.4 SAP Business Overview
9.9.5 SAP Recent Developments
9.10 BigML, Inc.
9.10.1 BigML, Inc. Machine Learning in Utilities Basic Information
9.10.2 BigML, Inc. Machine Learning in Utilities Product Overview
9.10.3 BigML, Inc. Machine Learning in Utilities Product Market Performance
9.10.4 BigML, Inc. Business Overview
9.10.5 BigML, Inc. Recent Developments
9.11 Fair Isaac Corporation
9.11.1 Fair Isaac Corporation Machine Learning in Utilities Basic Information
9.11.2 Fair Isaac Corporation Machine Learning in Utilities Product Overview
9.11.3 Fair Isaac Corporation Machine Learning in Utilities Product Market Performance
9.11.4 Fair Isaac Corporation Business Overview
9.11.5 Fair Isaac Corporation Recent Developments
9.12 Intel Corporation
9.12.1 Intel Corporation Machine Learning in Utilities Basic Information
9.12.2 Intel Corporation Machine Learning in Utilities Product Overview
9.12.3 Intel Corporation Machine Learning in Utilities Product Market Performance
9.12.4 Intel Corporation Business Overview
9.12.5 Intel Corporation Recent Developments
9.13 Google LLC
9.13.1 Google LLC Machine Learning in Utilities Basic Information
9.13.2 Google LLC Machine Learning in Utilities Product Overview
9.13.3 Google LLC Machine Learning in Utilities Product Market Performance
9.13.4 Google LLC Business Overview
9.13.5 Google LLC Recent Developments
9.14 H2o.AI
9.14.1 H2o.AI Machine Learning in Utilities Basic Information
9.14.2 H2o.AI Machine Learning in Utilities Product Overview
9.14.3 H2o.AI Machine Learning in Utilities Product Market Performance
9.14.4 H2o.AI Business Overview
9.14.5 H2o.AI Recent Developments
9.15 Alpiq
9.15.1 Alpiq Machine Learning in Utilities Basic Information
9.15.2 Alpiq Machine Learning in Utilities Product Overview
9.15.3 Alpiq Machine Learning in Utilities Product Market Performance
9.15.4 Alpiq Business Overview
9.15.5 Alpiq Recent Developments
9.16 SmartCloud
9.16.1 SmartCloud Machine Learning in Utilities Basic Information
9.16.2 SmartCloud Machine Learning in Utilities Product Overview
9.16.3 SmartCloud Machine Learning in Utilities Product Market Performance
9.16.4 SmartCloud Business Overview
9.16.5 SmartCloud Recent Developments
10 Machine Learning in Utilities Regional Market Forecast
10.1 Global Machine Learning in Utilities Market Size Forecast
10.2 Global Machine Learning in Utilities Market Forecast by Region
10.2.1 North America Market Size Forecast by Country
10.2.2 Europe Machine Learning in Utilities Market Size Forecast by Country
10.2.3 Asia Pacific Machine Learning in Utilities Market Size Forecast by Region
10.2.4 South America Machine Learning in Utilities Market Size Forecast by Country
10.2.5 Middle East and Africa Forecasted Consumption of Machine Learning in Utilities by Country
11 Forecast Market by Type and by Application (2025-2030)
11.1 Global Machine Learning in Utilities Market Forecast by Type (2025-2030)
11.2 Global Machine Learning in Utilities Market Forecast by Application (2025-2030)
12 Conclusion and Key Findings
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List of Tables
Table 1. Introduction of the Type
Table 2. Introduction of the Application
Table 3. Market Size (M USD) Segment Executive Summary
Table 4. Machine Learning in Utilities Market Size Comparison by Region (M USD)
Table 5. Global Machine Learning in Utilities Revenue (M USD) by Company (2019-2024)
Table 6. Global Machine Learning in Utilities Revenue Share by Company (2019-2024)
Table 7. Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Utilities as of 2022)
Table 8. Company Machine Learning in Utilities Market Size Sites and Area Served
Table 9. Company Machine Learning in Utilities Product Type
Table 10. Global Machine Learning in Utilities Company Market Concentration Ratio (CR5 and HHI)
Table 11. Mergers & Acquisitions, Expansion Plans
Table 12. Value Chain Map of Machine Learning in Utilities
Table 13. Midstream Market Analysis
Table 14. Downstream Customer Analysis
Table 15. Key Development Trends
Table 16. Driving Factors
Table 17. Machine Learning in Utilities Market Challenges
Table 18. Global Machine Learning in Utilities Market Size by Type (M USD)
Table 19. Global Machine Learning in Utilities Market Size (M USD) by Type (2019-2024)
Table 20. Global Machine Learning in Utilities Market Size Share by Type (2019-2024)
Table 21. Global Machine Learning in Utilities Market Size Growth Rate by Type (2019-2024)
Table 22. Global Machine Learning in Utilities Market Size by Application
Table 23. Global Machine Learning in Utilities Market Size by Application (2019-2024) & (M USD)
Table 24. Global Machine Learning in Utilities Market Share by Application (2019-2024)
Table 25. Global Machine Learning in Utilities Market Size Growth Rate by Application (2019-2024)
Table 26. Global Machine Learning in Utilities Market Size by Region (2019-2024) & (M USD)
Table 27. Global Machine Learning in Utilities Market Size Market Share by Region (2019-2024)
Table 28. North America Machine Learning in Utilities Market Size by Country (2019-2024) & (M USD)
Table 29. Europe Machine Learning in Utilities Market Size by Country (2019-2024) & (M USD)
Table 30. Asia Pacific Machine Learning in Utilities Market Size by Region (2019-2024) & (M USD)
Table 31. South America Machine Learning in Utilities Market Size by Country (2019-2024) & (M USD)
Table 32. Middle East and Africa Machine Learning in Utilities Market Size by Region (2019-2024) & (M USD)
Table 33. Baidu Machine Learning in Utilities Basic Information
Table 34. Baidu Machine Learning in Utilities Product Overview
Table 35. Baidu Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 36. Baidu Machine Learning in Utilities SWOT Analysis
Table 37. Baidu Business Overview
Table 38. Baidu Recent Developments
Table 39. Hewlett Packard Enterprise Development LP Machine Learning in Utilities Basic Information
Table 40. Hewlett Packard Enterprise Development LP Machine Learning in Utilities Product Overview
Table 41. Hewlett Packard Enterprise Development LP Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 42. Baidu Machine Learning in Utilities SWOT Analysis
Table 43. Hewlett Packard Enterprise Development LP Business Overview
Table 44. Hewlett Packard Enterprise Development LP Recent Developments
Table 45. SAS Institute, Inc. Machine Learning in Utilities Basic Information
Table 46. SAS Institute, Inc. Machine Learning in Utilities Product Overview
Table 47. SAS Institute, Inc. Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 48. Baidu Machine Learning in Utilities SWOT Analysis
Table 49. SAS Institute, Inc. Business Overview
Table 50. SAS Institute, Inc. Recent Developments
Table 51. IBM Machine Learning in Utilities Basic Information
Table 52. IBM Machine Learning in Utilities Product Overview
Table 53. IBM Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 54. IBM Business Overview
Table 55. IBM Recent Developments
Table 56. Microsoft Machine Learning in Utilities Basic Information
Table 57. Microsoft Machine Learning in Utilities Product Overview
Table 58. Microsoft Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 59. Microsoft Business Overview
Table 60. Microsoft Recent Developments
Table 61. Nvidia Machine Learning in Utilities Basic Information
Table 62. Nvidia Machine Learning in Utilities Product Overview
Table 63. Nvidia Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 64. Nvidia Business Overview
Table 65. Nvidia Recent Developments
Table 66. Amazon Web Services Machine Learning in Utilities Basic Information
Table 67. Amazon Web Services Machine Learning in Utilities Product Overview
Table 68. Amazon Web Services Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 69. Amazon Web Services Business Overview
Table 70. Amazon Web Services Recent Developments
Table 71. Oracle Machine Learning in Utilities Basic Information
Table 72. Oracle Machine Learning in Utilities Product Overview
Table 73. Oracle Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 74. Oracle Business Overview
Table 75. Oracle Recent Developments
Table 76. SAP Machine Learning in Utilities Basic Information
Table 77. SAP Machine Learning in Utilities Product Overview
Table 78. SAP Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 79. SAP Business Overview
Table 80. SAP Recent Developments
Table 81. BigML, Inc. Machine Learning in Utilities Basic Information
Table 82. BigML, Inc. Machine Learning in Utilities Product Overview
Table 83. BigML, Inc. Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 84. BigML, Inc. Business Overview
Table 85. BigML, Inc. Recent Developments
Table 86. Fair Isaac Corporation Machine Learning in Utilities Basic Information
Table 87. Fair Isaac Corporation Machine Learning in Utilities Product Overview
Table 88. Fair Isaac Corporation Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 89. Fair Isaac Corporation Business Overview
Table 90. Fair Isaac Corporation Recent Developments
Table 91. Intel Corporation Machine Learning in Utilities Basic Information
Table 92. Intel Corporation Machine Learning in Utilities Product Overview
Table 93. Intel Corporation Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 94. Intel Corporation Business Overview
Table 95. Intel Corporation Recent Developments
Table 96. Google LLC Machine Learning in Utilities Basic Information
Table 97. Google LLC Machine Learning in Utilities Product Overview
Table 98. Google LLC Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 99. Google LLC Business Overview
Table 100. Google LLC Recent Developments
Table 101. H2o.AI Machine Learning in Utilities Basic Information
Table 102. H2o.AI Machine Learning in Utilities Product Overview
Table 103. H2o.AI Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 104. H2o.AI Business Overview
Table 105. H2o.AI Recent Developments
Table 106. Alpiq Machine Learning in Utilities Basic Information
Table 107. Alpiq Machine Learning in Utilities Product Overview
Table 108. Alpiq Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 109. Alpiq Business Overview
Table 110. Alpiq Recent Developments
Table 111. SmartCloud Machine Learning in Utilities Basic Information
Table 112. SmartCloud Machine Learning in Utilities Product Overview
Table 113. SmartCloud Machine Learning in Utilities Revenue (M USD) and Gross Margin (2019-2024)
Table 114. SmartCloud Business Overview
Table 115. SmartCloud Recent Developments
Table 116. Global Machine Learning in Utilities Market Size Forecast by Region (2025-2030) & (M USD)
Table 117. North America Machine Learning in Utilities Market Size Forecast by Country (2025-2030) & (M USD)
Table 118. Europe Machine Learning in Utilities Market Size Forecast by Country (2025-2030) & (M USD)
Table 119. Asia Pacific Machine Learning in Utilities Market Size Forecast by Region (2025-2030) & (M USD)
Table 120. South America Machine Learning in Utilities Market Size Forecast by Country (2025-2030) & (M USD)
Table 121. Middle East and Africa Machine Learning in Utilities Market Size Forecast by Country (2025-2030) & (M USD)
Table 122. Global Machine Learning in Utilities Market Size Forecast by Type (2025-2030) & (M USD)
Table 123. Global Machine Learning in Utilities Market Size Forecast by Application (2025-2030) & (M USD)
List of Figures
Figure 1. Industrial Chain of Machine Learning in Utilities
Figure 2. Data Triangulation
Figure 3. Key Caveats
Figure 4. Global Machine Learning in Utilities Market Size (M USD), 2019-2030
Figure 5. Global Machine Learning in Utilities Market Size (M USD) (2019-2030)
Figure 6. Evaluation Matrix of Segment Market Development Potential (Type)
Figure 7. Evaluation Matrix of Segment Market Development Potential (Application)
Figure 8. Evaluation Matrix of Regional Market Development Potential
Figure 9. Machine Learning in Utilities Market Size by Country (M USD)
Figure 10. Global Machine Learning in Utilities Revenue Share by Company in 2023
Figure 11. Machine Learning in Utilities Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2023
Figure 12. The Global 5 and 10 Largest Players: Market Share by Machine Learning in Utilities Revenue in 2023
Figure 13. Evaluation Matrix of Segment Market Development Potential (Type)
Figure 14. Global Machine Learning in Utilities Market Share by Type
Figure 15. Market Size Share of Machine Learning in Utilities by Type (2019-2024)
Figure 16. Market Size Market Share of Machine Learning in Utilities by Type in 2022
Figure 17. Global Machine Learning in Utilities Market Size Growth Rate by Type (2019-2024)
Figure 18. Evaluation Matrix of Segment Market Development Potential (Application)
Figure 19. Global Machine Learning in Utilities Market Share by Application
Figure 20. Global Machine Learning in Utilities Market Share by Application (2019-2024)
Figure 21. Global Machine Learning in Utilities Market Share by Application in 2022
Figure 22. Global Machine Learning in Utilities Market Size Growth Rate by Application (2019-2024)
Figure 23. Global Machine Learning in Utilities Market Size Market Share by Region (2019-2024)
Figure 24. North America Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 25. North America Machine Learning in Utilities Market Size Market Share by Country in 2023
Figure 26. U.S. Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 27. Canada Machine Learning in Utilities Market Size (M USD) and Growth Rate (2019-2024)
Figure 28. Mexico Machine Learning in Utilities Market Size (Units) and Growth Rate (2019-2024)
Figure 29. Europe Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 30. Europe Machine Learning in Utilities Market Size Market Share by Country in 2023
Figure 31. Germany Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 32. France Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 33. U.K. Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 34. Italy Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 35. Russia Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 36. Asia Pacific Machine Learning in Utilities Market Size and Growth Rate (M USD)
Figure 37. Asia Pacific Machine Learning in Utilities Market Size Market Share by Region in 2023
Figure 38. China Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 39. Japan Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 40. South Korea Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 41. India Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 42. Southeast Asia Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 43. South America Machine Learning in Utilities Market Size and Growth Rate (M USD)
Figure 44. South America Machine Learning in Utilities Market Size Market Share by Country in 2023
Figure 45. Brazil Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 46. Argentina Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 47. Columbia Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 48. Middle East and Africa Machine Learning in Utilities Market Size and Growth Rate (M USD)
Figure 49. Middle East and Africa Machine Learning in Utilities Market Size Market Share by Region in 2023
Figure 50. Saudi Arabia Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 51. UAE Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 52. Egypt Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 53. Nigeria Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 54. South Africa Machine Learning in Utilities Market Size and Growth Rate (2019-2024) & (M USD)
Figure 55. Global Machine Learning in Utilities Market Size Forecast by Value (2019-2030) & (M USD)
Figure 56. Global Machine Learning in Utilities Market Share Forecast by Type (2025-2030)
Figure 57. Global Machine Learning in Utilities Market Share Forecast by Application (2025-2030)

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