Global Machine Learning in Utilities Market 2022 by Company, Regions, Type and Application, Forecast to 2028

  • receipt Report ID : 324106
  • calendar_today Published On: Jan, 2023
  • file_copy Pages: 165
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The Machine Learning in Utilities market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

According to our latest study, due to COVID-19 pandemic, the global Machine Learning in Utilities market size is estimated to be worth US$ million in 2021 and is forecast to a readjusted size of USD million by 2028 with a CAGR of % during review period. Renewable Energy Management accounting for % of the Machine Learning in Utilities global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While Hardware segment is altered to a % CAGR between 2022 and 2028.

Global key companies of Machine Learning in Utilities include Baidu, Hewlett Packard Enterprise Development LP, SAS Institute, Inc., IBM, and Microsoft, etc. In terms of revenue, the global top four players hold a share over % in 2021.

Market segmentation

Machine Learning in Utilities market is split by Type and by Application. For the period 2017-2028, the growth among segments provide accurate calculations and forecasts for revenue by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type, covers

Hardware

Software

Service

Market segment by Application, can be divided into

Renewable Energy Management

Demand Forecast

Safety and Security

Infrastructure

Other

Market segment by players, this report covers

Baidu

Hewlett Packard Enterprise Development LP

SAS Institute, Inc.

IBM

Microsoft

Nvidia

Amazon Web Services

Oracle

SAP

BigML, Inc.

Fair Isaac Corporation

Intel Corporation

Google LLC

H2o.AI

Alpiq

SmartCloud

Market segment by regions, regional analysis covers

North America (United States, Canada, and Mexico)

Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific)

South America (Brazil, Argentina, Rest of South America)

Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)

The content of the study subjects, includes a total of 12 chapters:

Chapter 1, to describe Machine Learning in Utilities product scope, market overview, market opportunities, market driving force and market risks.

Chapter 2, to profile the top players of Machine Learning in Utilities, with revenue, gross margin and global market share of Machine Learning in Utilities from 2019 to 2022.

Chapter 3, the Machine Learning in Utilities competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.

Chapter 4 and 5, to segment the market size by Type and application, with revenue and growth rate by Type, application, from 2017 to 2028.

Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2017 to 2022.and Machine Learning in Utilities market forecast, by regions, type and application, with revenue, from 2023 to 2028.

Chapter 11 and 12, to describe Machine Learning in Utilities research findings and conclusion, appendix and data source.

Frequently Asked Questions

The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.

Market is segmented on the basis:

  • By Type
  • By Application
  • By Region
  • By Country
  • By Manufacturer

The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2019 to 2026.

The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

1 Market Overview

1.1 Product Overview and Scope of Machine Learning in Utilities

1.2 Classification of Machine Learning in Utilities by Type

1.2.1 Overview: Global Machine Learning in Utilities Market Size by Type: 2017 Versus 2021 Versus 2028

1.2.2 Global Machine Learning in Utilities Revenue Market Share by Type in 2021

1.2.3 Hardware

1.2.4 Software

1.2.5 Service

1.3 Global Machine Learning in Utilities Market by Application

1.3.1 Overview: Global Machine Learning in Utilities Market Size by Application: 2017 Versus 2021 Versus 2028

1.3.2 Renewable Energy Management

1.3.3 Demand Forecast

1.3.4 Safety and Security

1.3.5 Infrastructure

1.3.6 Other

1.4 Global Machine Learning in Utilities Market Size & Forecast

1.5 Global Machine Learning in Utilities Market Size and Forecast by Region

1.5.1 Global Machine Learning in Utilities Market Size by Region: 2017 VS 2021 VS 2028

1.5.2 Global Machine Learning in Utilities Market Size by Region, (2017-2022)

1.5.3 North America Machine Learning in Utilities Market Size and Prospect (2017-2028)

1.5.4 Europe Machine Learning in Utilities Market Size and Prospect (2017-2028)

1.5.5 Asia-Pacific Machine Learning in Utilities Market Size and Prospect (2017-2028)

1.5.6 South America Machine Learning in Utilities Market Size and Prospect (2017-2028)

1.5.7 Middle East and Africa Machine Learning in Utilities Market Size and Prospect (2017-2028)

1.6 Market Drivers, Restraints and Trends

1.6.1 Machine Learning in Utilities Market Drivers

1.6.2 Machine Learning in Utilities Market Restraints

1.6.3 Machine Learning in Utilities Trends Analysis

2 Company Profiles

2.1 Baidu

2.1.1 Baidu Details

2.1.2 Baidu Major Business

2.1.3 Baidu Machine Learning in Utilities Product and Solutions

2.1.4 Baidu Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.1.5 Baidu Recent Developments and Future Plans

2.2 Hewlett Packard Enterprise Development LP

2.2.1 Hewlett Packard Enterprise Development LP Details

2.2.2 Hewlett Packard Enterprise Development LP Major Business

2.2.3 Hewlett Packard Enterprise Development LP Machine Learning in Utilities Product and Solutions

2.2.4 Hewlett Packard Enterprise Development LP Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.2.5 Hewlett Packard Enterprise Development LP Recent Developments and Future Plans

2.3 SAS Institute, Inc.

2.3.1 SAS Institute, Inc. Details

2.3.2 SAS Institute, Inc. Major Business

2.3.3 SAS Institute, Inc. Machine Learning in Utilities Product and Solutions

2.3.4 SAS Institute, Inc. Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.3.5 SAS Institute, Inc. Recent Developments and Future Plans

2.4 IBM

2.4.1 IBM Details

2.4.2 IBM Major Business

2.4.3 IBM Machine Learning in Utilities Product and Solutions

2.4.4 IBM Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.4.5 IBM Recent Developments and Future Plans

2.5 Microsoft

2.5.1 Microsoft Details

2.5.2 Microsoft Major Business

2.5.3 Microsoft Machine Learning in Utilities Product and Solutions

2.5.4 Microsoft Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.5.5 Microsoft Recent Developments and Future Plans

2.6 Nvidia

2.6.1 Nvidia Details

2.6.2 Nvidia Major Business

2.6.3 Nvidia Machine Learning in Utilities Product and Solutions

2.6.4 Nvidia Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.6.5 Nvidia Recent Developments and Future Plans

2.7 Amazon Web Services

2.7.1 Amazon Web Services Details

2.7.2 Amazon Web Services Major Business

2.7.3 Amazon Web Services Machine Learning in Utilities Product and Solutions

2.7.4 Amazon Web Services Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.7.5 Amazon Web Services Recent Developments and Future Plans

2.8 Oracle

2.8.1 Oracle Details

2.8.2 Oracle Major Business

2.8.3 Oracle Machine Learning in Utilities Product and Solutions

2.8.4 Oracle Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.8.5 Oracle Recent Developments and Future Plans

2.9 SAP

2.9.1 SAP Details

2.9.2 SAP Major Business

2.9.3 SAP Machine Learning in Utilities Product and Solutions

2.9.4 SAP Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.9.5 SAP Recent Developments and Future Plans

2.10 BigML, Inc.

2.10.1 BigML, Inc. Details

2.10.2 BigML, Inc. Major Business

2.10.3 BigML, Inc. Machine Learning in Utilities Product and Solutions

2.10.4 BigML, Inc. Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.10.5 BigML, Inc. Recent Developments and Future Plans

2.11 Fair Isaac Corporation

2.11.1 Fair Isaac Corporation Details

2.11.2 Fair Isaac Corporation Major Business

2.11.3 Fair Isaac Corporation Machine Learning in Utilities Product and Solutions

2.11.4 Fair Isaac Corporation Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.11.5 Fair Isaac Corporation Recent Developments and Future Plans

2.12 Intel Corporation

2.12.1 Intel Corporation Details

2.12.2 Intel Corporation Major Business

2.12.3 Intel Corporation Machine Learning in Utilities Product and Solutions

2.12.4 Intel Corporation Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.12.5 Intel Corporation Recent Developments and Future Plans

2.13 Google LLC

2.13.1 Google LLC Details

2.13.2 Google LLC Major Business

2.13.3 Google LLC Machine Learning in Utilities Product and Solutions

2.13.4 Google LLC Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.13.5 Google LLC Recent Developments and Future Plans

2.14 H2o.AI

2.14.1 H2o.AI Details

2.14.2 H2o.AI Major Business

2.14.3 H2o.AI Machine Learning in Utilities Product and Solutions

2.14.4 H2o.AI Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.14.5 H2o.AI Recent Developments and Future Plans

2.15 Alpiq

2.15.1 Alpiq Details

2.15.2 Alpiq Major Business

2.15.3 Alpiq Machine Learning in Utilities Product and Solutions

2.15.4 Alpiq Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.15.5 Alpiq Recent Developments and Future Plans

2.16 SmartCloud

2.16.1 SmartCloud Details

2.16.2 SmartCloud Major Business

2.16.3 SmartCloud Machine Learning in Utilities Product and Solutions

2.16.4 SmartCloud Machine Learning in Utilities Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)

2.16.5 SmartCloud Recent Developments and Future Plans

3 Market Competition, by Players

3.1 Global Machine Learning in Utilities Revenue and Share by Players (2019, 2020, 2021, and 2022)

3.2 Market Concentration Rate

3.2.1 Top 3 Machine Learning in Utilities Players Market Share in 2021

3.2.2 Top 10 Machine Learning in Utilities Players Market Share in 2021

3.2.3 Market Competition Trend

3.3 Machine Learning in Utilities Players Head Office, Products and Services Provided

3.4 Machine Learning in Utilities Mergers & Acquisitions

3.5 Machine Learning in Utilities New Entrants and Expansion Plans

4 Market Size Segment by Type

4.1 Global Machine Learning in Utilities Revenue and Market Share by Type (2017-2022)

4.2 Global Machine Learning in Utilities Market Forecast by Type (2023-2028)

5 Market Size Segment by Application

5.1 Global Machine Learning in Utilities Revenue Market Share by Application (2017-2022)

5.2 Global Machine Learning in Utilities Market Forecast by Application (2023-2028)

6 North America by Country, by Type, and by Application

6.1 North America Machine Learning in Utilities Revenue by Type (2017-2028)

6.2 North America Machine Learning in Utilities Revenue by Application (2017-2028)

6.3 North America Machine Learning in Utilities Market Size by Country

6.3.1 North America Machine Learning in Utilities Revenue by Country (2017-2028)

6.3.2 United States Machine Learning in Utilities Market Size and Forecast (2017-2028)

6.3.3 Canada Machine Learning in Utilities Market Size and Forecast (2017-2028)

6.3.4 Mexico Machine Learning in Utilities Market Size and Forecast (2017-2028)

7 Europe by Country, by Type, and by Application

7.1 Europe Machine Learning in Utilities Revenue by Type (2017-2028)

7.2 Europe Machine Learning in Utilities Revenue by Application (2017-2028)

7.3 Europe Machine Learning in Utilities Market Size by Country

7.3.1 Europe Machine Learning in Utilities Revenue by Country (2017-2028)

7.3.2 Germany Machine Learning in Utilities Market Size and Forecast (2017-2028)

7.3.3 France Machine Learning in Utilities Market Size and Forecast (2017-2028)

7.3.4 United Kingdom Machine Learning in Utilities Market Size and Forecast (2017-2028)

7.3.5 Russia Machine Learning in Utilities Market Size and Forecast (2017-2028)

7.3.6 Italy Machine Learning in Utilities Market Size and Forecast (2017-2028)

8 Asia-Pacific by Region, by Type, and by Application

8.1 Asia-Pacific Machine Learning in Utilities Revenue by Type (2017-2028)

8.2 Asia-Pacific Machine Learning in Utilities Revenue by Application (2017-2028)

8.3 Asia-Pacific Machine Learning in Utilities Market Size by Region

8.3.1 Asia-Pacific Machine Learning in Utilities Revenue by Region (2017-2028)

8.3.2 China Machine Learning in Utilities Market Size and Forecast (2017-2028)

8.3.3 Japan Machine Learning in Utilities Market Size and Forecast (2017-2028)

8.3.4 South Korea Machine Learning in Utilities Market Size and Forecast (2017-2028)

8.3.5 India Machine Learning in Utilities Market Size and Forecast (2017-2028)

8.3.6 Southeast Asia Machine Learning in Utilities Market Size and Forecast (2017-2028)

8.3.7 Australia Machine Learning in Utilities Market Size and Forecast (2017-2028)

9 South America by Country, by Type, and by Application

9.1 South America Machine Learning in Utilities Revenue by Type (2017-2028)

9.2 South America Machine Learning in Utilities Revenue by Application (2017-2028)

9.3 South America Machine Learning in Utilities Market Size by Country

9.3.1 South America Machine Learning in Utilities Revenue by Country (2017-2028)

9.3.2 Brazil Machine Learning in Utilities Market Size and Forecast (2017-2028)

9.3.3 Argentina Machine Learning in Utilities Market Size and Forecast (2017-2028)

10 Middle East & Africa by Country, by Type, and by Application

10.1 Middle East & Africa Machine Learning in Utilities Revenue by Type (2017-2028)

10.2 Middle East & Africa Machine Learning in Utilities Revenue by Application (2017-2028)

10.3 Middle East & Africa Machine Learning in Utilities Market Size by Country

10.3.1 Middle East & Africa Machine Learning in Utilities Revenue by Country (2017-2028)

10.3.2 Turkey Machine Learning in Utilities Market Size and Forecast (2017-2028)

10.3.3 Saudi Arabia Machine Learning in Utilities Market Size and Forecast (2017-2028)

10.3.4 UAE Machine Learning in Utilities Market Size and Forecast (2017-2028)

11 Research Findings and Conclusion

12 Appendix

12.1 Methodology

12.2 Research Process and Data Source

12.3 Disclaimer

List of Tables

Table 1. Global Machine Learning in Utilities Revenue by Type, (USD Million), 2017 VS 2021 VS 2028

Table 2. Global Machine Learning in Utilities Revenue by Application, (USD Million), 2017 VS 2021 VS 2028

Table 3. Global Market Machine Learning in Utilities Revenue (Million USD) Comparison by Region (2017 VS 2021 VS 2028)

Table 4. Global Machine Learning in Utilities Revenue (USD Million) by Region (2017-2022)

Table 5. Global Machine Learning in Utilities Revenue Market Share by Region (2023-2028)

Table 6. Baidu Corporate Information, Head Office, and Major Competitors

Table 7. Baidu Major Business

Table 8. Baidu Machine Learning in Utilities Product and Solutions

Table 9. Baidu Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 10. Hewlett Packard Enterprise Development LP Corporate Information, Head Office, and Major Competitors

Table 11. Hewlett Packard Enterprise Development LP Major Business

Table 12. Hewlett Packard Enterprise Development LP Machine Learning in Utilities Product and Solutions

Table 13. Hewlett Packard Enterprise Development LP Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 14. SAS Institute, Inc. Corporate Information, Head Office, and Major Competitors

Table 15. SAS Institute, Inc. Major Business

Table 16. SAS Institute, Inc. Machine Learning in Utilities Product and Solutions

Table 17. SAS Institute, Inc. Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 18. IBM Corporate Information, Head Office, and Major Competitors

Table 19. IBM Major Business

Table 20. IBM Machine Learning in Utilities Product and Solutions

Table 21. IBM Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 22. Microsoft Corporate Information, Head Office, and Major Competitors

Table 23. Microsoft Major Business

Table 24. Microsoft Machine Learning in Utilities Product and Solutions

Table 25. Microsoft Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 26. Nvidia Corporate Information, Head Office, and Major Competitors

Table 27. Nvidia Major Business

Table 28. Nvidia Machine Learning in Utilities Product and Solutions

Table 29. Nvidia Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 30. Amazon Web Services Corporate Information, Head Office, and Major Competitors

Table 31. Amazon Web Services Major Business

Table 32. Amazon Web Services Machine Learning in Utilities Product and Solutions

Table 33. Amazon Web Services Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 34. Oracle Corporate Information, Head Office, and Major Competitors

Table 35. Oracle Major Business

Table 36. Oracle Machine Learning in Utilities Product and Solutions

Table 37. Oracle Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 38. SAP Corporate Information, Head Office, and Major Competitors

Table 39. SAP Major Business

Table 40. SAP Machine Learning in Utilities Product and Solutions

Table 41. SAP Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 42. BigML, Inc. Corporate Information, Head Office, and Major Competitors

Table 43. BigML, Inc. Major Business

Table 44. BigML, Inc. Machine Learning in Utilities Product and Solutions

Table 45. BigML, Inc. Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 46. Fair Isaac Corporation Corporate Information, Head Office, and Major Competitors

Table 47. Fair Isaac Corporation Major Business

Table 48. Fair Isaac Corporation Machine Learning in Utilities Product and Solutions

Table 49. Fair Isaac Corporation Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 50. Intel Corporation Corporate Information, Head Office, and Major Competitors

Table 51. Intel Corporation Major Business

Table 52. Intel Corporation Machine Learning in Utilities Product and Solutions

Table 53. Intel Corporation Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 54. Google LLC Corporate Information, Head Office, and Major Competitors

Table 55. Google LLC Major Business

Table 56. Google LLC Machine Learning in Utilities Product and Solutions

Table 57. Google LLC Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 58. H2o.AI Corporate Information, Head Office, and Major Competitors

Table 59. H2o.AI Major Business

Table 60. H2o.AI Machine Learning in Utilities Product and Solutions

Table 61. H2o.AI Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 62. Alpiq Corporate Information, Head Office, and Major Competitors

Table 63. Alpiq Major Business

Table 64. Alpiq Machine Learning in Utilities Product and Solutions

Table 65. Alpiq Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 66. SmartCloud Corporate Information, Head Office, and Major Competitors

Table 67. SmartCloud Major Business

Table 68. SmartCloud Machine Learning in Utilities Product and Solutions

Table 69. SmartCloud Machine Learning in Utilities Revenue (USD Million), Gross Margin and Market Share (2019, 2020, 2021, and 2022)

Table 70. Global Machine Learning in Utilities Revenue (USD Million) by Players (2019, 2020, 2021, and 2022)

Table 71. Global Machine Learning in Utilities Revenue Share by Players (2019, 2020, 2021, and 2022)

Table 72. Breakdown of Machine Learning in Utilities by Company Type (Tier 1, Tier 2 and Tier 3)

Table 73. Machine Learning in Utilities Players Head Office, Products and Services Provided

Table 74. Machine Learning in Utilities Mergers & Acquisitions in the Past Five Years

Table 75. Machine Learning in Utilities New Entrants and Expansion Plans

Table 76. Global Machine Learning in Utilities Revenue (USD Million) by Type (2017-2022)

Table 77. Global Machine Learning in Utilities Revenue Share by Type (2017-2022)

Table 78. Global Machine Learning in Utilities Revenue Forecast by Type (2023-2028)

Table 79. Global Machine Learning in Utilities Revenue by Application (2017-2022)

Table 80. Global Machine Learning in Utilities Revenue Forecast by Application (2023-2028)

Table 81. North America Machine Learning in Utilities Revenue by Type (2017-2022) & (USD Million)

Table 82. North America Machine Learning in Utilities Revenue by Type (2023-2028) & (USD Million)

Table 83. North America Machine Learning in Utilities Revenue by Application (2017-2022) & (USD Million)

Table 84. North America Machine Learning in Utilities Revenue by Application (2023-2028) & (USD Million)

Table 85. North America Machine Learning in Utilities Revenue by Country (2017-2022) & (USD Million)

Table 86. North America Machine Learning in Utilities Revenue by Country (2023-2028) & (USD Million)

Table 87. Europe Machine Learning in Utilities Revenue by Type (2017-2022) & (USD Million)

Table 88. Europe Machine Learning in Utilities Revenue by Type (2023-2028) & (USD Million)

Table 89. Europe Machine Learning in Utilities Revenue by Application (2017-2022) & (USD Million)

Table 90. Europe Machine Learning in Utilities Revenue by Application (2023-2028) & (USD Million)

Table 91. Europe Machine Learning in Utilities Revenue by Country (2017-2022) & (USD Million)

Table 92. Europe Machine Learning in Utilities Revenue by Country (2023-2028) & (USD Million)

Table 93. Asia-Pacific Machine Learning in Utilities Revenue by Type (2017-2022) & (USD Million)

Table 94. Asia-Pacific Machine Learning in Utilities Revenue by Type (2023-2028) & (USD Million)

Table 95. Asia-Pacific Machine Learning in Utilities Revenue by Application (2017-2022) & (USD Million)

Table 96. Asia-Pacific Machine Learning in Utilities Revenue by Application (2023-2028) & (USD Million)

Table 97. Asia-Pacific Machine Learning in Utilities Revenue by Region (2017-2022) & (USD Million)

Table 98. Asia-Pacific Machine Learning in Utilities Revenue by Region (2023-2028) & (USD Million)

Table 99. South America Machine Learning in Utilities Revenue by Type (2017-2022) & (USD Million)

Table 100. South America Machine Learning in Utilities Revenue by Type (2023-2028) & (USD Million)

Table 101. South America Machine Learning in Utilities Revenue by Application (2017-2022) & (USD Million)

Table 102. South America Machine Learning in Utilities Revenue by Application (2023-2028) & (USD Million)

Table 103. South America Machine Learning in Utilities Revenue by Country (2017-2022) & (USD Million)

Table 104. South America Machine Learning in Utilities Revenue by Country (2023-2028) & (USD Million)

Table 105. Middle East & Africa Machine Learning in Utilities Revenue by Type (2017-2022) & (USD Million)

Table 106. Middle East & Africa Machine Learning in Utilities Revenue by Type (2023-2028) & (USD Million)

Table 107. Middle East & Africa Machine Learning in Utilities Revenue by Application (2017-2022) & (USD Million)

Table 108. Middle East & Africa Machine Learning in Utilities Revenue by Application (2023-2028) & (USD Million)

Table 109. Middle East & Africa Machine Learning in Utilities Revenue by Country (2017-2022) & (USD Million)

Table 110. Middle East & Africa Machine Learning in Utilities Revenue by Country (2023-2028) & (USD Million)

List of Figures

Figure 1. Machine Learning in Utilities Picture

Figure 2. Global Machine Learning in Utilities Revenue Market Share by Type in 2021

Figure 3. Hardware

Figure 4. Software

Figure 5. Service

Figure 6. Machine Learning in Utilities Revenue Market Share by Application in 2021

Figure 7. Renewable Energy Management Picture

Figure 8. Demand Forecast Picture

Figure 9. Safety and Security Picture

Figure 10. Infrastructure Picture

Figure 11. Other Picture

Figure 12. Global Machine Learning in Utilities Market Size, (USD Million): 2017 VS 2021 VS 2028

Figure 13. Global Machine Learning in Utilities Revenue and Forecast (2017-2028) & (USD Million)

Figure 14. Global Machine Learning in Utilities Revenue Market Share by Region (2017-2028)

Figure 15. Global Machine Learning in Utilities Revenue Market Share by Region in 2021

Figure 16. North America Machine Learning in Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 17. Europe Machine Learning in Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 18. Asia-Pacific Machine Learning in Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 19. South America Machine Learning in Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 20. Middle East and Africa Machine Learning in Utilities Revenue (USD Million) and Growth Rate (2017-2028)

Figure 21. Machine Learning in Utilities Market Drivers

Figure 22. Machine Learning in Utilities Market Restraints

Figure 23. Machine Learning in Utilities Market Trends

Figure 24. Baidu Recent Developments and Future Plans

Figure 25. Hewlett Packard Enterprise Development LP Recent Developments and Future Plans

Figure 26. SAS Institute, Inc. Recent Developments and Future Plans

Figure 27. IBM Recent Developments and Future Plans

Figure 28. Microsoft Recent Developments and Future Plans

Figure 29. Nvidia Recent Developments and Future Plans

Figure 30. Amazon Web Services Recent Developments and Future Plans

Figure 31. Oracle Recent Developments and Future Plans

Figure 32. SAP Recent Developments and Future Plans

Figure 33. BigML, Inc. Recent Developments and Future Plans

Figure 34. Fair Isaac Corporation Recent Developments and Future Plans

Figure 35. Intel Corporation Recent Developments and Future Plans

Figure 36. Google LLC Recent Developments and Future Plans

Figure 37. H2o.AI Recent Developments and Future Plans

Figure 38. Alpiq Recent Developments and Future Plans

Figure 39. SmartCloud Recent Developments and Future Plans

Figure 40. Global Machine Learning in Utilities Revenue Share by Players in 2021

Figure 41. Machine Learning in Utilities Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2021

Figure 42. Global Top 3 Players Machine Learning in Utilities Revenue Market Share in 2021

Figure 43. Global Top 10 Players Machine Learning in Utilities Revenue Market Share in 2021

Figure 44. Key Players Market Share Trend (Top 3 Market Share: 2020 VS 2021 VS 2022)

Figure 45. Global Machine Learning in Utilities Revenue Share by Type in 2021

Figure 46. Global Machine Learning in Utilities Market Share Forecast by Type (2023-2028)

Figure 47. Global Machine Learning in Utilities Revenue Share by Application in 2021

Figure 48. Global Machine Learning in Utilities Market Share Forecast by Application (2023-2028)

Figure 49. North America Machine Learning in Utilities Sales Market Share by Type (2017-2028)

Figure 50. North America Machine Learning in Utilities Sales Market Share by Application (2017-2028)

Figure 51. North America Machine Learning in Utilities Revenue Market Share by Country (2017-2028)

Figure 52. United States Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 53. Canada Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 54. Mexico Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 55. Europe Machine Learning in Utilities Sales Market Share by Type (2017-2028)

Figure 56. Europe Machine Learning in Utilities Sales Market Share by Application (2017-2028)

Figure 57. Europe Machine Learning in Utilities Revenue Market Share by Country (2017-2028)

Figure 58. Germany Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 59. France Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 60. United Kingdom Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 61. Russia Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 62. Italy Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 63. Asia-Pacific Machine Learning in Utilities Sales Market Share by Type (2017-2028)

Figure 64. Asia-Pacific Machine Learning in Utilities Sales Market Share by Application (2017-2028)

Figure 65. Asia-Pacific Machine Learning in Utilities Revenue Market Share by Region (2017-2028)

Figure 66. China Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 67. Japan Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 68. South Korea Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 69. India Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 70. Southeast Asia Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 71. Australia Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 72. South America Machine Learning in Utilities Sales Market Share by Type (2017-2028)

Figure 73. South America Machine Learning in Utilities Sales Market Share by Application (2017-2028)

Figure 74. South America Machine Learning in Utilities Revenue Market Share by Country (2017-2028)

Figure 75. Brazil Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 76. Argentina Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 77. Middle East and Africa Machine Learning in Utilities Sales Market Share by Type (2017-2028)

Figure 78. Middle East and Africa Machine Learning in Utilities Sales Market Share by Application (2017-2028)

Figure 79. Middle East and Africa Machine Learning in Utilities Revenue Market Share by Country (2017-2028)

Figure 80. Turkey Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 81. Saudi Arabia Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 82. UAE Machine Learning in Utilities Revenue and Growth Rate (2017-2028) & (USD Million)

Figure 83. Methodology

Figure 84. Research Process and Data Source