Global AI for DER integration Market
Global AI for DER integration Market

AI for DER integration Comprehensive Study by Type (Load and Generation Forecasting Solution, Grid Optimization Solution, Network Planning Solution, Power Quality Management Solution, Others), Distributed Energy Resources (DER) (Solar Panels, Small Natural Gas-fueled Generators, Electric Vehicles, Controllable Loads, Others), Offering (Software, Service), End User (Grid Operator, Energy Service Providers, DER Equipment Manufacturer, Others) Players and Region - Global Market Outlook to 2027

AI for DER integration Market Segmented into XX Submarkets. | Forecast Years: 2022- 2027  

Feb 2022 Edition 217 Pages 218 Tables & Figures
  • Summary
  • Market Segments
  • Table of Content
  • List of Tables & Figures
  • Companies Mentioned
AdvanceMarketAnalytics follow a focused and realistic research framework that provides the ability to study the crucial market dynamics in several regions across the world. Moreover, an in-depth assessment is mostly conducted by our analysts on geographical regions to provide clients and businesses the opportunity to dominate in niche markets and expand in emerging markets across the globe. This market research study also showcase the spontaneously changing Manufacturers landscape impacting the growth of the market. Furthermore, our market researchers extensively analyse the products and services offered by multiple players competing to increase their market share and presence.

Key Manufacturers of AI for DER integration Market Study:
General Electric Company (United States), Landis+Gyr (Switzerland), Oracle (United States), Amperon (United States), Bidgely Inc. (United States), AutoGrid (United States), Tata Power DDL (India), Generac Power Systems Inc (United States), PowerSecure (United States) and Smarter Grid Solutions (United Kingdom)

In the last few years, Global market of AI for DER integration developed rapidly. Major factors driving the market are Growing Demand for the AI to Handle and Scale Load and Generation in Power Grid Infrastructure .

On the basis of product type, the AI for DER integration market is segmented by Load and Generation Forecasting Solution, Grid Optimization Solution, Network Planning Solution, Power Quality Management Solution and Others.

Latest Industry Highlights:
On 23rd August 2021, Mitsubishi Electric acquires DER software company Smarter Grid Solutions. SGS’ DER management system facilitates the integration of DER into markets and grids, including grid capacity management, interconnection, and energy as a service..

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Research Methodology:

The top-down and bottom-up approaches are used to estimate and validate the size of the Global AI for DER integration market.
In order to reach an exhaustive list of functional and relevant players various industry classification standards are closely followed such as NAICS, ICB, SIC to penetrate deep in important geographies by players and a thorough validation test is conducted to reach most relevant players for survey in AI for DER integration market.
Identification of total players or companies operating in the global market which is further concentrated to a fewer or most impacting players which is considered under the report’s scope. In order to make priority list sorting is done based on revenue generated based on latest reporting with the help of paid databases such as Factiva, Bloomberg etc.
Finally the questionnaire is set and specifically designed to address all the necessities for primary data collection after getting prior appointment by targeting key target audience that includes AI for DER integration Platform Providers, AI for DER integration Industry Association, Research and Development Institutes, Potential Investors, Regulatory Bodies and Others.

This helps us to gather the data for the players’ revenue, operating cycle and expense, profit along with product or service growth etc.
Almost 70-80% of data is collected through primary medium and further validation is done through various secondary sources that includes Regulators, World Bank, Association, Company Website, SEC filings, OTC BB, Annual reports, press releases etc.

Frequently Asked Questions (FAQ):

1. What trending factors would impact AI for DER integration Market growth most?
"The Proliferation of Advanced Metering Infrastructure or Smart Meter for Advanced Data Planning and Increasing Capacity of DER Needing Communication Networks" is seen as one of major influencing trends for AI for DER integration Market during projected period 2021-2027.

2. Is AI for DER integration Market Concentarted or Fragmented?
The Concentration Rate of Global AI for DER integration market is highlighted using HHI Index.

3. Who will contribute highest growth to AI for DER integration Market?
Manufacturers will contribute the maximum growth of Global AI for DER integration market throughout the predicted period.
Report Objectives / Segmentation Covered
By Type
  • Load and Generation Forecasting Solution
  • Grid Optimization Solution
  • Network Planning Solution
  • Power Quality Management Solution
  • Others
By Distributed Energy Resources (DER)
  • Solar Panels
  • Small Natural Gas-fueled Generators
  • Electric Vehicles
  • Controllable Loads
  • Others

By Offering
  • Software
  • Service

By End User
  • Grid Operator
  • Energy Service Providers
  • DER Equipment Manufacturer
  • Others

By Regions
  • South America
    • Brazil
    • Argentina
    • Rest of South America
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Taiwan
    • Australia
    • Rest of Asia-Pacific
  • Europe
    • Germany
    • France
    • Italy
    • United Kingdom
    • Netherlands
    • Rest of Europe
  • MEA
    • Middle East
    • Africa
  • North America
    • United States
    • Canada
    • Mexico
  • 1. Market Overview
    • 1.1. Introduction
    • 1.2. Scope/Objective of the Study
      • 1.2.1. Research Objective
  • 2. Executive Summary
    • 2.1. Introduction
  • 3. Market Dynamics
    • 3.1. Introduction
    • 3.2. Market Drivers
      • 3.2.1. Growing Demand for the AI to Handle and Scale Load and Generation in Power Grid Infrastructure
      • 3.2.2. Surging Power and Energy Industry
    • 3.3. Market Challenges
      • 3.3.1. Stiff Competition in the AI for DER integration Market
    • 3.4. Market Trends
      • 3.4.1. The Proliferation of Advanced Metering Infrastructure or Smart Meter for Advanced Data Planning and Increasing Capacity of DER Needing Communication Networks
  • 4. Market Factor Analysis
    • 4.1. Porters Five Forces
    • 4.2. Supply/Value Chain
    • 4.3. PESTEL analysis
    • 4.4. Market Entropy
    • 4.5. Patent/Trademark Analysis
  • 5. Global AI for DER integration, by Type, Distributed Energy Resources (DER), Offering, End User and Region (value and price ) (2016-2021)
    • 5.1. Introduction
    • 5.2. Global AI for DER integration (Value)
      • 5.2.1. Global AI for DER integration by: Type (Value)
        • 5.2.1.1. Load and Generation Forecasting Solution
        • 5.2.1.2. Grid Optimization Solution
        • 5.2.1.3. Network Planning Solution
        • 5.2.1.4. Power Quality Management Solution
        • 5.2.1.5. Others
      • 5.2.2. Global AI for DER integration by: Distributed Energy Resources (DER) (Value)
        • 5.2.2.1. Solar Panels
        • 5.2.2.2. Small Natural Gas-fueled Generators
        • 5.2.2.3. Electric Vehicles
        • 5.2.2.4. Controllable Loads
        • 5.2.2.5. Others
      • 5.2.3. Global AI for DER integration by: Offering (Value)
        • 5.2.3.1. Software
        • 5.2.3.2. Service
      • 5.2.4. Global AI for DER integration by: End User (Value)
        • 5.2.4.1. Grid Operator
        • 5.2.4.2. Energy Service Providers
        • 5.2.4.3. DER Equipment Manufacturer
        • 5.2.4.4. Others
      • 5.2.5. Global AI for DER integration Region
        • 5.2.5.1. South America
          • 5.2.5.1.1. Brazil
          • 5.2.5.1.2. Argentina
          • 5.2.5.1.3. Rest of South America
        • 5.2.5.2. Asia Pacific
          • 5.2.5.2.1. China
          • 5.2.5.2.2. Japan
          • 5.2.5.2.3. India
          • 5.2.5.2.4. South Korea
          • 5.2.5.2.5. Taiwan
          • 5.2.5.2.6. Australia
          • 5.2.5.2.7. Rest of Asia-Pacific
        • 5.2.5.3. Europe
          • 5.2.5.3.1. Germany
          • 5.2.5.3.2. France
          • 5.2.5.3.3. Italy
          • 5.2.5.3.4. United Kingdom
          • 5.2.5.3.5. Netherlands
          • 5.2.5.3.6. Rest of Europe
        • 5.2.5.4. MEA
          • 5.2.5.4.1. Middle East
          • 5.2.5.4.2. Africa
        • 5.2.5.5. North America
          • 5.2.5.5.1. United States
          • 5.2.5.5.2. Canada
          • 5.2.5.5.3. Mexico
    • 5.3. Global AI for DER integration (Price)
      • 5.3.1. Global AI for DER integration by: Type (Price)
  • 6. AI for DER integration: Manufacturers/Players Analysis
    • 6.1. Competitive Landscape
      • 6.1.1. Market Share Analysis
        • 6.1.1.1. Top 3
        • 6.1.1.2. Top 5
    • 6.2. Peer Group Analysis (2021)
    • 6.3. BCG Matrix
    • 6.4. Company Profile
      • 6.4.1. General Electric Company (United States)
        • 6.4.1.1. Business Overview
        • 6.4.1.2. Products/Services Offerings
        • 6.4.1.3. Financial Analysis
        • 6.4.1.4. SWOT Analysis
      • 6.4.2. Landis+Gyr (Switzerland)
        • 6.4.2.1. Business Overview
        • 6.4.2.2. Products/Services Offerings
        • 6.4.2.3. Financial Analysis
        • 6.4.2.4. SWOT Analysis
      • 6.4.3. Oracle (United States)
        • 6.4.3.1. Business Overview
        • 6.4.3.2. Products/Services Offerings
        • 6.4.3.3. Financial Analysis
        • 6.4.3.4. SWOT Analysis
      • 6.4.4. Amperon (United States)
        • 6.4.4.1. Business Overview
        • 6.4.4.2. Products/Services Offerings
        • 6.4.4.3. Financial Analysis
        • 6.4.4.4. SWOT Analysis
      • 6.4.5. Bidgely Inc. (United States)
        • 6.4.5.1. Business Overview
        • 6.4.5.2. Products/Services Offerings
        • 6.4.5.3. Financial Analysis
        • 6.4.5.4. SWOT Analysis
      • 6.4.6. AutoGrid (United States)
        • 6.4.6.1. Business Overview
        • 6.4.6.2. Products/Services Offerings
        • 6.4.6.3. Financial Analysis
        • 6.4.6.4. SWOT Analysis
      • 6.4.7. Tata Power DDL (India)
        • 6.4.7.1. Business Overview
        • 6.4.7.2. Products/Services Offerings
        • 6.4.7.3. Financial Analysis
        • 6.4.7.4. SWOT Analysis
      • 6.4.8. Generac Power Systems Inc (United States)
        • 6.4.8.1. Business Overview
        • 6.4.8.2. Products/Services Offerings
        • 6.4.8.3. Financial Analysis
        • 6.4.8.4. SWOT Analysis
      • 6.4.9. PowerSecure (United States)
        • 6.4.9.1. Business Overview
        • 6.4.9.2. Products/Services Offerings
        • 6.4.9.3. Financial Analysis
        • 6.4.9.4. SWOT Analysis
      • 6.4.10. Smarter Grid Solutions (United Kingdom)
        • 6.4.10.1. Business Overview
        • 6.4.10.2. Products/Services Offerings
        • 6.4.10.3. Financial Analysis
        • 6.4.10.4. SWOT Analysis
  • 7. Global AI for DER integration Sale, by Type, Distributed Energy Resources (DER), Offering, End User and Region (value and price ) (2022-2027)
    • 7.1. Introduction
    • 7.2. Global AI for DER integration (Value)
      • 7.2.1. Global AI for DER integration by: Type (Value)
        • 7.2.1.1. Load and Generation Forecasting Solution
        • 7.2.1.2. Grid Optimization Solution
        • 7.2.1.3. Network Planning Solution
        • 7.2.1.4. Power Quality Management Solution
        • 7.2.1.5. Others
      • 7.2.2. Global AI for DER integration by: Distributed Energy Resources (DER) (Value)
        • 7.2.2.1. Solar Panels
        • 7.2.2.2. Small Natural Gas-fueled Generators
        • 7.2.2.3. Electric Vehicles
        • 7.2.2.4. Controllable Loads
        • 7.2.2.5. Others
      • 7.2.3. Global AI for DER integration by: Offering (Value)
        • 7.2.3.1. Software
        • 7.2.3.2. Service
      • 7.2.4. Global AI for DER integration by: End User (Value)
        • 7.2.4.1. Grid Operator
        • 7.2.4.2. Energy Service Providers
        • 7.2.4.3. DER Equipment Manufacturer
        • 7.2.4.4. Others
      • 7.2.5. Global AI for DER integration Region
        • 7.2.5.1. South America
          • 7.2.5.1.1. Brazil
          • 7.2.5.1.2. Argentina
          • 7.2.5.1.3. Rest of South America
        • 7.2.5.2. Asia Pacific
          • 7.2.5.2.1. China
          • 7.2.5.2.2. Japan
          • 7.2.5.2.3. India
          • 7.2.5.2.4. South Korea
          • 7.2.5.2.5. Taiwan
          • 7.2.5.2.6. Australia
          • 7.2.5.2.7. Rest of Asia-Pacific
        • 7.2.5.3. Europe
          • 7.2.5.3.1. Germany
          • 7.2.5.3.2. France
          • 7.2.5.3.3. Italy
          • 7.2.5.3.4. United Kingdom
          • 7.2.5.3.5. Netherlands
          • 7.2.5.3.6. Rest of Europe
        • 7.2.5.4. MEA
          • 7.2.5.4.1. Middle East
          • 7.2.5.4.2. Africa
        • 7.2.5.5. North America
          • 7.2.5.5.1. United States
          • 7.2.5.5.2. Canada
          • 7.2.5.5.3. Mexico
    • 7.3. Global AI for DER integration (Price)
      • 7.3.1. Global AI for DER integration by: Type (Price)
  • 8. Appendix
    • 8.1. Acronyms
  • 9. Methodology and Data Source
    • 9.1. Methodology/Research Approach
      • 9.1.1. Research Programs/Design
      • 9.1.2. Market Size Estimation
      • 9.1.3. Market Breakdown and Data Triangulation
    • 9.2. Data Source
      • 9.2.1. Secondary Sources
      • 9.2.2. Primary Sources
    • 9.3. Disclaimer
List of Tables
  • Table 1. AI for DER integration: by Type(USD Million)
  • Table 2. AI for DER integration Load and Generation Forecasting Solution , by Region USD Million (2016-2021)
  • Table 3. AI for DER integration Grid Optimization Solution , by Region USD Million (2016-2021)
  • Table 4. AI for DER integration Network Planning Solution , by Region USD Million (2016-2021)
  • Table 5. AI for DER integration Power Quality Management Solution , by Region USD Million (2016-2021)
  • Table 6. AI for DER integration Others , by Region USD Million (2016-2021)
  • Table 7. AI for DER integration: by Distributed Energy Resources (DER)(USD Million)
  • Table 8. AI for DER integration Solar Panels , by Region USD Million (2016-2021)
  • Table 9. AI for DER integration Small Natural Gas-fueled Generators , by Region USD Million (2016-2021)
  • Table 10. AI for DER integration Electric Vehicles , by Region USD Million (2016-2021)
  • Table 11. AI for DER integration Controllable Loads , by Region USD Million (2016-2021)
  • Table 12. AI for DER integration Others , by Region USD Million (2016-2021)
  • Table 13. AI for DER integration: by Offering(USD Million)
  • Table 14. AI for DER integration Software , by Region USD Million (2016-2021)
  • Table 15. AI for DER integration Service , by Region USD Million (2016-2021)
  • Table 16. AI for DER integration: by End User(USD Million)
  • Table 17. AI for DER integration Grid Operator , by Region USD Million (2016-2021)
  • Table 18. AI for DER integration Energy Service Providers , by Region USD Million (2016-2021)
  • Table 19. AI for DER integration DER Equipment Manufacturer , by Region USD Million (2016-2021)
  • Table 20. AI for DER integration Others , by Region USD Million (2016-2021)
  • Table 21. South America AI for DER integration, by Country USD Million (2016-2021)
  • Table 22. South America AI for DER integration, by Type USD Million (2016-2021)
  • Table 23. South America AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 24. South America AI for DER integration, by Offering USD Million (2016-2021)
  • Table 25. South America AI for DER integration, by End User USD Million (2016-2021)
  • Table 26. Brazil AI for DER integration, by Type USD Million (2016-2021)
  • Table 27. Brazil AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 28. Brazil AI for DER integration, by Offering USD Million (2016-2021)
  • Table 29. Brazil AI for DER integration, by End User USD Million (2016-2021)
  • Table 30. Argentina AI for DER integration, by Type USD Million (2016-2021)
  • Table 31. Argentina AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 32. Argentina AI for DER integration, by Offering USD Million (2016-2021)
  • Table 33. Argentina AI for DER integration, by End User USD Million (2016-2021)
  • Table 34. Rest of South America AI for DER integration, by Type USD Million (2016-2021)
  • Table 35. Rest of South America AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 36. Rest of South America AI for DER integration, by Offering USD Million (2016-2021)
  • Table 37. Rest of South America AI for DER integration, by End User USD Million (2016-2021)
  • Table 38. Asia Pacific AI for DER integration, by Country USD Million (2016-2021)
  • Table 39. Asia Pacific AI for DER integration, by Type USD Million (2016-2021)
  • Table 40. Asia Pacific AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 41. Asia Pacific AI for DER integration, by Offering USD Million (2016-2021)
  • Table 42. Asia Pacific AI for DER integration, by End User USD Million (2016-2021)
  • Table 43. China AI for DER integration, by Type USD Million (2016-2021)
  • Table 44. China AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 45. China AI for DER integration, by Offering USD Million (2016-2021)
  • Table 46. China AI for DER integration, by End User USD Million (2016-2021)
  • Table 47. Japan AI for DER integration, by Type USD Million (2016-2021)
  • Table 48. Japan AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 49. Japan AI for DER integration, by Offering USD Million (2016-2021)
  • Table 50. Japan AI for DER integration, by End User USD Million (2016-2021)
  • Table 51. India AI for DER integration, by Type USD Million (2016-2021)
  • Table 52. India AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 53. India AI for DER integration, by Offering USD Million (2016-2021)
  • Table 54. India AI for DER integration, by End User USD Million (2016-2021)
  • Table 55. South Korea AI for DER integration, by Type USD Million (2016-2021)
  • Table 56. South Korea AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 57. South Korea AI for DER integration, by Offering USD Million (2016-2021)
  • Table 58. South Korea AI for DER integration, by End User USD Million (2016-2021)
  • Table 59. Taiwan AI for DER integration, by Type USD Million (2016-2021)
  • Table 60. Taiwan AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 61. Taiwan AI for DER integration, by Offering USD Million (2016-2021)
  • Table 62. Taiwan AI for DER integration, by End User USD Million (2016-2021)
  • Table 63. Australia AI for DER integration, by Type USD Million (2016-2021)
  • Table 64. Australia AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 65. Australia AI for DER integration, by Offering USD Million (2016-2021)
  • Table 66. Australia AI for DER integration, by End User USD Million (2016-2021)
  • Table 67. Rest of Asia-Pacific AI for DER integration, by Type USD Million (2016-2021)
  • Table 68. Rest of Asia-Pacific AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 69. Rest of Asia-Pacific AI for DER integration, by Offering USD Million (2016-2021)
  • Table 70. Rest of Asia-Pacific AI for DER integration, by End User USD Million (2016-2021)
  • Table 71. Europe AI for DER integration, by Country USD Million (2016-2021)
  • Table 72. Europe AI for DER integration, by Type USD Million (2016-2021)
  • Table 73. Europe AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 74. Europe AI for DER integration, by Offering USD Million (2016-2021)
  • Table 75. Europe AI for DER integration, by End User USD Million (2016-2021)
  • Table 76. Germany AI for DER integration, by Type USD Million (2016-2021)
  • Table 77. Germany AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 78. Germany AI for DER integration, by Offering USD Million (2016-2021)
  • Table 79. Germany AI for DER integration, by End User USD Million (2016-2021)
  • Table 80. France AI for DER integration, by Type USD Million (2016-2021)
  • Table 81. France AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 82. France AI for DER integration, by Offering USD Million (2016-2021)
  • Table 83. France AI for DER integration, by End User USD Million (2016-2021)
  • Table 84. Italy AI for DER integration, by Type USD Million (2016-2021)
  • Table 85. Italy AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 86. Italy AI for DER integration, by Offering USD Million (2016-2021)
  • Table 87. Italy AI for DER integration, by End User USD Million (2016-2021)
  • Table 88. United Kingdom AI for DER integration, by Type USD Million (2016-2021)
  • Table 89. United Kingdom AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 90. United Kingdom AI for DER integration, by Offering USD Million (2016-2021)
  • Table 91. United Kingdom AI for DER integration, by End User USD Million (2016-2021)
  • Table 92. Netherlands AI for DER integration, by Type USD Million (2016-2021)
  • Table 93. Netherlands AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 94. Netherlands AI for DER integration, by Offering USD Million (2016-2021)
  • Table 95. Netherlands AI for DER integration, by End User USD Million (2016-2021)
  • Table 96. Rest of Europe AI for DER integration, by Type USD Million (2016-2021)
  • Table 97. Rest of Europe AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 98. Rest of Europe AI for DER integration, by Offering USD Million (2016-2021)
  • Table 99. Rest of Europe AI for DER integration, by End User USD Million (2016-2021)
  • Table 100. MEA AI for DER integration, by Country USD Million (2016-2021)
  • Table 101. MEA AI for DER integration, by Type USD Million (2016-2021)
  • Table 102. MEA AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 103. MEA AI for DER integration, by Offering USD Million (2016-2021)
  • Table 104. MEA AI for DER integration, by End User USD Million (2016-2021)
  • Table 105. Middle East AI for DER integration, by Type USD Million (2016-2021)
  • Table 106. Middle East AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 107. Middle East AI for DER integration, by Offering USD Million (2016-2021)
  • Table 108. Middle East AI for DER integration, by End User USD Million (2016-2021)
  • Table 109. Africa AI for DER integration, by Type USD Million (2016-2021)
  • Table 110. Africa AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 111. Africa AI for DER integration, by Offering USD Million (2016-2021)
  • Table 112. Africa AI for DER integration, by End User USD Million (2016-2021)
  • Table 113. North America AI for DER integration, by Country USD Million (2016-2021)
  • Table 114. North America AI for DER integration, by Type USD Million (2016-2021)
  • Table 115. North America AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 116. North America AI for DER integration, by Offering USD Million (2016-2021)
  • Table 117. North America AI for DER integration, by End User USD Million (2016-2021)
  • Table 118. United States AI for DER integration, by Type USD Million (2016-2021)
  • Table 119. United States AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 120. United States AI for DER integration, by Offering USD Million (2016-2021)
  • Table 121. United States AI for DER integration, by End User USD Million (2016-2021)
  • Table 122. Canada AI for DER integration, by Type USD Million (2016-2021)
  • Table 123. Canada AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 124. Canada AI for DER integration, by Offering USD Million (2016-2021)
  • Table 125. Canada AI for DER integration, by End User USD Million (2016-2021)
  • Table 126. Mexico AI for DER integration, by Type USD Million (2016-2021)
  • Table 127. Mexico AI for DER integration, by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Table 128. Mexico AI for DER integration, by Offering USD Million (2016-2021)
  • Table 129. Mexico AI for DER integration, by End User USD Million (2016-2021)
  • Table 130. AI for DER integration: by Type(USD/Units)
  • Table 131. Company Basic Information, Sales Area and Its Competitors
  • Table 132. Company Basic Information, Sales Area and Its Competitors
  • Table 133. Company Basic Information, Sales Area and Its Competitors
  • Table 134. Company Basic Information, Sales Area and Its Competitors
  • Table 135. Company Basic Information, Sales Area and Its Competitors
  • Table 136. Company Basic Information, Sales Area and Its Competitors
  • Table 137. Company Basic Information, Sales Area and Its Competitors
  • Table 138. Company Basic Information, Sales Area and Its Competitors
  • Table 139. Company Basic Information, Sales Area and Its Competitors
  • Table 140. Company Basic Information, Sales Area and Its Competitors
  • Table 141. AI for DER integration: by Type(USD Million)
  • Table 142. AI for DER integration Load and Generation Forecasting Solution , by Region USD Million (2022-2027)
  • Table 143. AI for DER integration Grid Optimization Solution , by Region USD Million (2022-2027)
  • Table 144. AI for DER integration Network Planning Solution , by Region USD Million (2022-2027)
  • Table 145. AI for DER integration Power Quality Management Solution , by Region USD Million (2022-2027)
  • Table 146. AI for DER integration Others , by Region USD Million (2022-2027)
  • Table 147. AI for DER integration: by Distributed Energy Resources (DER)(USD Million)
  • Table 148. AI for DER integration Solar Panels , by Region USD Million (2022-2027)
  • Table 149. AI for DER integration Small Natural Gas-fueled Generators , by Region USD Million (2022-2027)
  • Table 150. AI for DER integration Electric Vehicles , by Region USD Million (2022-2027)
  • Table 151. AI for DER integration Controllable Loads , by Region USD Million (2022-2027)
  • Table 152. AI for DER integration Others , by Region USD Million (2022-2027)
  • Table 153. AI for DER integration: by Offering(USD Million)
  • Table 154. AI for DER integration Software , by Region USD Million (2022-2027)
  • Table 155. AI for DER integration Service , by Region USD Million (2022-2027)
  • Table 156. AI for DER integration: by End User(USD Million)
  • Table 157. AI for DER integration Grid Operator , by Region USD Million (2022-2027)
  • Table 158. AI for DER integration Energy Service Providers , by Region USD Million (2022-2027)
  • Table 159. AI for DER integration DER Equipment Manufacturer , by Region USD Million (2022-2027)
  • Table 160. AI for DER integration Others , by Region USD Million (2022-2027)
  • Table 161. South America AI for DER integration, by Country USD Million (2022-2027)
  • Table 162. South America AI for DER integration, by Type USD Million (2022-2027)
  • Table 163. South America AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 164. South America AI for DER integration, by Offering USD Million (2022-2027)
  • Table 165. South America AI for DER integration, by End User USD Million (2022-2027)
  • Table 166. Brazil AI for DER integration, by Type USD Million (2022-2027)
  • Table 167. Brazil AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 168. Brazil AI for DER integration, by Offering USD Million (2022-2027)
  • Table 169. Brazil AI for DER integration, by End User USD Million (2022-2027)
  • Table 170. Argentina AI for DER integration, by Type USD Million (2022-2027)
  • Table 171. Argentina AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 172. Argentina AI for DER integration, by Offering USD Million (2022-2027)
  • Table 173. Argentina AI for DER integration, by End User USD Million (2022-2027)
  • Table 174. Rest of South America AI for DER integration, by Type USD Million (2022-2027)
  • Table 175. Rest of South America AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 176. Rest of South America AI for DER integration, by Offering USD Million (2022-2027)
  • Table 177. Rest of South America AI for DER integration, by End User USD Million (2022-2027)
  • Table 178. Asia Pacific AI for DER integration, by Country USD Million (2022-2027)
  • Table 179. Asia Pacific AI for DER integration, by Type USD Million (2022-2027)
  • Table 180. Asia Pacific AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 181. Asia Pacific AI for DER integration, by Offering USD Million (2022-2027)
  • Table 182. Asia Pacific AI for DER integration, by End User USD Million (2022-2027)
  • Table 183. China AI for DER integration, by Type USD Million (2022-2027)
  • Table 184. China AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 185. China AI for DER integration, by Offering USD Million (2022-2027)
  • Table 186. China AI for DER integration, by End User USD Million (2022-2027)
  • Table 187. Japan AI for DER integration, by Type USD Million (2022-2027)
  • Table 188. Japan AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 189. Japan AI for DER integration, by Offering USD Million (2022-2027)
  • Table 190. Japan AI for DER integration, by End User USD Million (2022-2027)
  • Table 191. India AI for DER integration, by Type USD Million (2022-2027)
  • Table 192. India AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 193. India AI for DER integration, by Offering USD Million (2022-2027)
  • Table 194. India AI for DER integration, by End User USD Million (2022-2027)
  • Table 195. South Korea AI for DER integration, by Type USD Million (2022-2027)
  • Table 196. South Korea AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 197. South Korea AI for DER integration, by Offering USD Million (2022-2027)
  • Table 198. South Korea AI for DER integration, by End User USD Million (2022-2027)
  • Table 199. Taiwan AI for DER integration, by Type USD Million (2022-2027)
  • Table 200. Taiwan AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 201. Taiwan AI for DER integration, by Offering USD Million (2022-2027)
  • Table 202. Taiwan AI for DER integration, by End User USD Million (2022-2027)
  • Table 203. Australia AI for DER integration, by Type USD Million (2022-2027)
  • Table 204. Australia AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 205. Australia AI for DER integration, by Offering USD Million (2022-2027)
  • Table 206. Australia AI for DER integration, by End User USD Million (2022-2027)
  • Table 207. Rest of Asia-Pacific AI for DER integration, by Type USD Million (2022-2027)
  • Table 208. Rest of Asia-Pacific AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 209. Rest of Asia-Pacific AI for DER integration, by Offering USD Million (2022-2027)
  • Table 210. Rest of Asia-Pacific AI for DER integration, by End User USD Million (2022-2027)
  • Table 211. Europe AI for DER integration, by Country USD Million (2022-2027)
  • Table 212. Europe AI for DER integration, by Type USD Million (2022-2027)
  • Table 213. Europe AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 214. Europe AI for DER integration, by Offering USD Million (2022-2027)
  • Table 215. Europe AI for DER integration, by End User USD Million (2022-2027)
  • Table 216. Germany AI for DER integration, by Type USD Million (2022-2027)
  • Table 217. Germany AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 218. Germany AI for DER integration, by Offering USD Million (2022-2027)
  • Table 219. Germany AI for DER integration, by End User USD Million (2022-2027)
  • Table 220. France AI for DER integration, by Type USD Million (2022-2027)
  • Table 221. France AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 222. France AI for DER integration, by Offering USD Million (2022-2027)
  • Table 223. France AI for DER integration, by End User USD Million (2022-2027)
  • Table 224. Italy AI for DER integration, by Type USD Million (2022-2027)
  • Table 225. Italy AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 226. Italy AI for DER integration, by Offering USD Million (2022-2027)
  • Table 227. Italy AI for DER integration, by End User USD Million (2022-2027)
  • Table 228. United Kingdom AI for DER integration, by Type USD Million (2022-2027)
  • Table 229. United Kingdom AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 230. United Kingdom AI for DER integration, by Offering USD Million (2022-2027)
  • Table 231. United Kingdom AI for DER integration, by End User USD Million (2022-2027)
  • Table 232. Netherlands AI for DER integration, by Type USD Million (2022-2027)
  • Table 233. Netherlands AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 234. Netherlands AI for DER integration, by Offering USD Million (2022-2027)
  • Table 235. Netherlands AI for DER integration, by End User USD Million (2022-2027)
  • Table 236. Rest of Europe AI for DER integration, by Type USD Million (2022-2027)
  • Table 237. Rest of Europe AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 238. Rest of Europe AI for DER integration, by Offering USD Million (2022-2027)
  • Table 239. Rest of Europe AI for DER integration, by End User USD Million (2022-2027)
  • Table 240. MEA AI for DER integration, by Country USD Million (2022-2027)
  • Table 241. MEA AI for DER integration, by Type USD Million (2022-2027)
  • Table 242. MEA AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 243. MEA AI for DER integration, by Offering USD Million (2022-2027)
  • Table 244. MEA AI for DER integration, by End User USD Million (2022-2027)
  • Table 245. Middle East AI for DER integration, by Type USD Million (2022-2027)
  • Table 246. Middle East AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 247. Middle East AI for DER integration, by Offering USD Million (2022-2027)
  • Table 248. Middle East AI for DER integration, by End User USD Million (2022-2027)
  • Table 249. Africa AI for DER integration, by Type USD Million (2022-2027)
  • Table 250. Africa AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 251. Africa AI for DER integration, by Offering USD Million (2022-2027)
  • Table 252. Africa AI for DER integration, by End User USD Million (2022-2027)
  • Table 253. North America AI for DER integration, by Country USD Million (2022-2027)
  • Table 254. North America AI for DER integration, by Type USD Million (2022-2027)
  • Table 255. North America AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 256. North America AI for DER integration, by Offering USD Million (2022-2027)
  • Table 257. North America AI for DER integration, by End User USD Million (2022-2027)
  • Table 258. United States AI for DER integration, by Type USD Million (2022-2027)
  • Table 259. United States AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 260. United States AI for DER integration, by Offering USD Million (2022-2027)
  • Table 261. United States AI for DER integration, by End User USD Million (2022-2027)
  • Table 262. Canada AI for DER integration, by Type USD Million (2022-2027)
  • Table 263. Canada AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 264. Canada AI for DER integration, by Offering USD Million (2022-2027)
  • Table 265. Canada AI for DER integration, by End User USD Million (2022-2027)
  • Table 266. Mexico AI for DER integration, by Type USD Million (2022-2027)
  • Table 267. Mexico AI for DER integration, by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Table 268. Mexico AI for DER integration, by Offering USD Million (2022-2027)
  • Table 269. Mexico AI for DER integration, by End User USD Million (2022-2027)
  • Table 270. AI for DER integration: by Type(USD/Units)
  • Table 271. Research Programs/Design for This Report
  • Table 272. Key Data Information from Secondary Sources
  • Table 273. Key Data Information from Primary Sources
List of Figures
  • Figure 1. Porters Five Forces
  • Figure 2. Supply/Value Chain
  • Figure 3. PESTEL analysis
  • Figure 4. Global AI for DER integration: by Type USD Million (2016-2021)
  • Figure 5. Global AI for DER integration: by Distributed Energy Resources (DER) USD Million (2016-2021)
  • Figure 6. Global AI for DER integration: by Offering USD Million (2016-2021)
  • Figure 7. Global AI for DER integration: by End User USD Million (2016-2021)
  • Figure 8. South America AI for DER integration Share (%), by Country
  • Figure 9. Asia Pacific AI for DER integration Share (%), by Country
  • Figure 10. Europe AI for DER integration Share (%), by Country
  • Figure 11. MEA AI for DER integration Share (%), by Country
  • Figure 12. North America AI for DER integration Share (%), by Country
  • Figure 13. Global AI for DER integration: by Type USD/Units (2016-2021)
  • Figure 14. Global AI for DER integration share by Players 2021 (%)
  • Figure 15. Global AI for DER integration share by Players (Top 3) 2021(%)
  • Figure 16. Global AI for DER integration share by Players (Top 5) 2021(%)
  • Figure 17. BCG Matrix for key Companies
  • Figure 18. General Electric Company (United States) Revenue, Net Income and Gross profit
  • Figure 19. General Electric Company (United States) Revenue: by Geography 2021
  • Figure 20. Landis+Gyr (Switzerland) Revenue, Net Income and Gross profit
  • Figure 21. Landis+Gyr (Switzerland) Revenue: by Geography 2021
  • Figure 22. Oracle (United States) Revenue, Net Income and Gross profit
  • Figure 23. Oracle (United States) Revenue: by Geography 2021
  • Figure 24. Amperon (United States) Revenue, Net Income and Gross profit
  • Figure 25. Amperon (United States) Revenue: by Geography 2021
  • Figure 26. Bidgely Inc. (United States) Revenue, Net Income and Gross profit
  • Figure 27. Bidgely Inc. (United States) Revenue: by Geography 2021
  • Figure 28. AutoGrid (United States) Revenue, Net Income and Gross profit
  • Figure 29. AutoGrid (United States) Revenue: by Geography 2021
  • Figure 30. Tata Power DDL (India) Revenue, Net Income and Gross profit
  • Figure 31. Tata Power DDL (India) Revenue: by Geography 2021
  • Figure 32. Generac Power Systems Inc (United States) Revenue, Net Income and Gross profit
  • Figure 33. Generac Power Systems Inc (United States) Revenue: by Geography 2021
  • Figure 34. PowerSecure (United States) Revenue, Net Income and Gross profit
  • Figure 35. PowerSecure (United States) Revenue: by Geography 2021
  • Figure 36. Smarter Grid Solutions (United Kingdom) Revenue, Net Income and Gross profit
  • Figure 37. Smarter Grid Solutions (United Kingdom) Revenue: by Geography 2021
  • Figure 38. Global AI for DER integration: by Type USD Million (2022-2027)
  • Figure 39. Global AI for DER integration: by Distributed Energy Resources (DER) USD Million (2022-2027)
  • Figure 40. Global AI for DER integration: by Offering USD Million (2022-2027)
  • Figure 41. Global AI for DER integration: by End User USD Million (2022-2027)
  • Figure 42. South America AI for DER integration Share (%), by Country
  • Figure 43. Asia Pacific AI for DER integration Share (%), by Country
  • Figure 44. Europe AI for DER integration Share (%), by Country
  • Figure 45. MEA AI for DER integration Share (%), by Country
  • Figure 46. North America AI for DER integration Share (%), by Country
  • Figure 47. Global AI for DER integration: by Type USD/Units (2022-2027)
Some of the key companies/manufacturers profiled in the report
  • General Electric Company (United States)
  • Landis+Gyr (Switzerland)
  • Oracle (United States)
  • Amperon (United States)
  • Bidgely Inc. (United States)
  • AutoGrid (United States)
  • Tata Power DDL (India)
  • Generac Power Systems Inc (United States)
  • PowerSecure (United States)
  • Smarter Grid Solutions (United Kingdom)
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