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Artificial Intelligence

PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1646766

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PUBLISHER: Global Industry Analysts, Inc. | PRODUCT CODE: 1646766

Artificial Intelligence in Energy

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Table of Contents

Global Artificial Intelligence in Energy Market to Reach US$40.9 Billion by 2030

The global market for Artificial Intelligence in Energy estimated at US$7.8 Billion in the year 2023, is expected to reach US$40.9 Billion by 2030, growing at a CAGR of 26.7% over the analysis period 2023-2030. Renewables Management Application, one of the segments analyzed in the report, is expected to record a 31.3% CAGR and reach US$15.2 Billion by the end of the analysis period. Growth in the Demand Forecasting Application segment is estimated at 23.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.3 Billion While China is Forecast to Grow at 29.7% CAGR

The Artificial Intelligence in Energy market in the U.S. is estimated at US$2.3 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$6.6 Billion by the year 2030 trailing a CAGR of 29.7% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 23.0% and 28.0% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 25.7% CAGR.

Global Artificial Intelligence in Energy Market - Key Trends and Drivers Summarized

How Is AI Transforming Energy Management?

Artificial intelligence (AI) is reshaping the energy sector by introducing unprecedented efficiency, precision, and adaptability to energy management. AI-powered systems enable real-time monitoring and optimization of energy consumption across various sectors, from industrial facilities to residential homes. Predictive analytics, a cornerstone of AI, allows utilities to forecast energy demand with high accuracy, reducing waste and ensuring a reliable supply. For renewable energy, AI plays a critical role in addressing intermittency issues by predicting weather patterns and optimizing the integration of solar and wind energy into the grid. Additionally, AI-driven automation has streamlined energy trading in markets, enabling companies to make data-informed decisions for purchasing and selling energy. As the global energy demand grows and sustainability becomes a priority, AI has become a vital tool for achieving energy efficiency and reducing carbon emissions.

What Role Does AI Play in Renewable Energy Optimization?

The adoption of renewable energy sources like solar and wind has surged, but their variability poses challenges for grid stability. AI is revolutionizing renewable energy optimization by offering advanced solutions to these issues. Machine learning algorithms process vast amounts of data from weather forecasts, energy output, and consumption patterns to predict and balance energy supply and demand. For instance, AI optimizes the placement and operation of wind turbines by analyzing wind speeds and directions. In solar energy, AI enhances the efficiency of photovoltaic systems by identifying performance issues and adjusting parameters to maximize output. Moreover, AI enables virtual power plants (VPPs), which aggregate distributed energy resources and optimize their use to maintain grid stability. By ensuring that renewable energy systems operate at peak efficiency, AI is accelerating the transition toward a sustainable and resilient energy future.

How Are Advanced Applications of AI Redefining the Energy Sector?

AI applications are extending beyond traditional energy management and renewable energy optimization, creating transformative impacts across the sector. Smart grids powered by AI can self-heal, identifying faults and rerouting power automatically to prevent outages. In oil and gas, AI assists in exploration by analyzing geological data to locate resources with higher precision, reducing operational costs and environmental risks. Energy storage systems, critical for managing renewable energy, benefit from AI in predicting battery performance and enhancing energy storage efficiency. Additionally, AI-enabled demand response systems adjust energy usage during peak times, lowering costs for consumers and reducing stress on the grid. As cities embrace smart infrastructure, AI is integral to designing systems that integrate energy generation, distribution, and consumption seamlessly. These applications underscore AI's ability to tackle complex challenges and drive innovation across the energy ecosystem.

What Drives the Growth in the AI in Energy Market?

The growth in the AI in energy market is driven by several factors, including advancements in AI algorithms, increasing adoption of renewable energy, and the growing need for efficient energy systems. The rising integration of IoT devices in energy infrastructure has provided access to real-time data, which AI systems use to optimize operations. As governments enforce stringent regulations to reduce greenhouse gas emissions, utilities are leveraging AI to meet compliance requirements while maintaining operational efficiency. In renewable energy, the push for grid decarbonization and the proliferation of distributed energy resources have heightened the demand for AI-based optimization solutions. The increasing focus on smart cities and sustainable urban development has also spurred investment in AI-driven energy systems. Furthermore, the decline in the cost of AI technologies and cloud computing has made these solutions more accessible, encouraging widespread adoption across industries. These factors collectively highlight the pivotal role of AI in shaping the future of energy systems worldwide.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence in Energy market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Solutions Component, Services Component); Application (Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application, Other Applications); End-Use (Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use, Energy Distribution End-Use)

Geographic Regions/Countries:

World; USA; Canada; Japan; China; Europe; France; Germany; Italy; UK; Rest of Europe; Asia-Pacific; Rest of World.

Select Competitors (Total 92 Featured) -

  • ABB Ltd.
  • Alpiq Holding Ltd.
  • AppOrchid Inc.
  • C3.ai Inc.
  • Datategy
  • Enel Spa
  • eSmart Systems
  • FlexGen Power Systems, Inc.
  • Grid4C
  • GridBeyond
  • Hazama Ando Corporation
  • Innowatts, Inc.
  • iRasus Technologies Private Limited
  • Ndustrial.io, Inc.
  • Omdena, Inc.
  • Schneider Electric SE
  • Uplight, Inc.
  • Vestas Wind Systems A/S
Show more
Product Code: MCP28231

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Empowering the Energy Sector: How Is Artificial Intelligence Revolutionizing the Industry?
    • Artificial Intelligence (AI) in Energy Sector: Definition, Uses Cases & Applications
    • Compelling Use Cases of AI in Energy Sector
    • Advantages of AI in Energy Sector
    • Economic Frontiers: Trends, Trials & Transformations
    • EXHIBIT 1: In a World Torn by Geopolitical Instability & War, Steadfastness of Global GDP Becomes Increasingly Unpredictable Given the Many Direct and Indirect Economic Repercussions: World Economic Growth Projections (Real Gross Domestic Product (GDP), Annual % Change) for the Years 2022 Through 2025
    • EXHIBIT 2: All Eyes on Global Inflation, the Main Risk Factor in Global Markets: Global Headline Inflation Rates (In %) for the Years 2019 through 2025
    • EXHIBIT 3: With Oil Prices Influencing the Rate of inflation, It Remains the Most Watched Commodity in Global Markets: Global Average Annual Brent Crude Oil Price (In US$ Per Barrel) for Years 2019 through 2025
    • Global Market Outlook
    • A Glance at Notable Trends & Drivers Impacting Market Growth
    • Solutions Segment Leads Global Market
    • Renewable Energy Management Application Fuels Growth
    • Utilities: The Largest End-Use Segment
    • Developed Regions Lead Market, Developing Economies to Spearhead Future Growth
    • Competition
    • EXHIBIT 4: Artificial Intelligence in Energy - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche for Players Worldwide in 2024 (E)
    • Recent Market Activity
    • Influencer/Product/Technology Insights
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Digital Transformation Powers a New Era in the Energy Sector: Driving Opportunities for AI Adoption
    • Growing Demand for Energy Efficiency Driving the AI in Energy Market
    • EXHIBIT 5: Important Role of Energy Efficiency in Reducing Fossil Energy Imports Raises Significance of AI: Reduction in Fossil Energy Imports in Emerging Economies Since 2000
    • Rising Adoption of Smart Grid Technologies Expands Market Opportunities
    • EXHIBIT 6: Rapid Growth of Smart Grids Presents Significant Potential for AI: Global Smart Grid Market in US$ Billion by Geographic Region/Country for the Years 2023 and 2030
    • Powering the Future: How Is AI Revolutionizing Renewable Energy Sectors?
    • Rapid Expansion of Renewable Energy Capacity Bodes Well for the Market
    • EXHIBIT 7: Cumulative Renewable Electricity Capacity in GW by Type of Renewable Energy for 2023 and 2027
    • AI Transforms Solar Farms and Renewable Energy
    • AI Catalyzes Carbon Emissions Reduction in the Energy Sector
    • EXHIBIT 8: AI Emerges as a Solution to Reduce the Energy Sector's Greenhouse Gases: Global Greenhouse Gas Emissions by Sector for 2024E
    • Transforming the Energy Landscape: How Is Generative AI Powering Digital Innovation?
    • Strong Demand for Gen AI in Renewable Energy Sector
    • Focus on Predictive Maintenance and Asset Management Strengthens Business Case
    • Growing Awareness About AI Benefits in Energy Management Expands Market Scope
    • Expansion of Energy Management Systems Sustains Demand
    • EXHIBIT 9: Rapid Expansion of Energy Management Systems Fuels Significance of AI Solutions: Global Energy Management Systems Market in US$ Billion for the Years 2024, 2026, 2028 and 2030
    • Rising Use in Grid Optimization and Demand Response Generates Interest
    • Advances in Machine Learning and Data Analytics Driving Growth in the AI Energy Market
    • Integration with IoT and Edge Computing Technologies Expands Addressable Market
    • How Are Advances in AI Algorithms Transforming the Energy Sector?
    • AI Helps Power Grids to Become Faster and Resilient
    • The Impactful Role of Artificial Intelligence in Revolutionizing Power Utilities
    • AI in Utilities: An Insight into Notable Applications
    • AI's Growing Importance in Energy Transmission and Distribution
    • How AI is Transforming Energy Sector with Demand-Supply Forecasting & Smart Grids?
    • Challenges Confronting AI Adoption in the Energy Sector
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence in Energy Market Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Artificial Intelligence in Energy by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 4: World 11-Year Perspective for Artificial Intelligence in Energy by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2019, 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Solutions Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Solutions Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 7: World 11-Year Perspective for Solutions Component by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 10: World 11-Year Perspective for Services Component by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Renewables Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Renewables Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 13: World 11-Year Perspective for Renewables Management Application by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Demand Forecasting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Demand Forecasting Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 16: World 11-Year Perspective for Demand Forecasting Application by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Safety & Security Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Safety & Security Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 19: World 11-Year Perspective for Safety & Security Application by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Robotics Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Robotics Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 22: World 11-Year Perspective for Robotics Application by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 25: World 11-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Utilities End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Utilities End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 28: World 11-Year Perspective for Utilities End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Energy Generation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Energy Generation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 31: World 11-Year Perspective for Energy Generation End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Energy Transmission End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Energy Transmission End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 34: World 11-Year Perspective for Energy Transmission End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030
    • TABLE 35: World Recent Past, Current & Future Analysis for Energy Distribution End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 36: World Historic Review for Energy Distribution End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 37: World 11-Year Perspective for Energy Distribution End-Use by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2019, 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence in Energy Market Presence - Strong/Active/Niche - Key Competitors in the United States for 2024 (E)
    • Market Analytics
    • TABLE 38: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 39: USA Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 40: USA 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 41: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 42: USA Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 43: USA 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 45: USA Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 46: USA 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • CANADA
    • TABLE 47: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 48: Canada Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 49: Canada 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Canada Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 52: Canada 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 53: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 54: Canada Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 55: Canada 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • JAPAN
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Japan Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 58: Japan 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 59: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 60: Japan Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 61: Japan 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 62: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Japan Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 64: Japan 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • CHINA
    • TABLE 65: China Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 66: China Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 67: China 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 68: China Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 69: China Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 70: China 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 71: China Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 72: China Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 73: China 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • EUROPE
    • Artificial Intelligence in Energy Market Presence - Strong/Active/Niche - Key Competitors in Europe for 2024 (E)
    • Market Analytics
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2023 through 2030 and % CAGR
    • TABLE 75: Europe Historic Review for Artificial Intelligence in Energy by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 76: Europe 11-Year Perspective for Artificial Intelligence in Energy by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2019, 2024 & 2030
    • TABLE 77: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 78: Europe Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 79: Europe 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 80: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Europe Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 82: Europe 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 83: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 84: Europe Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 85: Europe 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • FRANCE
    • TABLE 86: France Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 87: France Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 88: France 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 89: France Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 90: France Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 91: France 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 92: France Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 93: France Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 94: France 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • GERMANY
    • TABLE 95: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 96: Germany Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 97: Germany 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 98: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Germany Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 100: Germany 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 101: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 102: Germany Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 103: Germany 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • ITALY
    • TABLE 104: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Italy Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 106: Italy 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 107: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 108: Italy Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 109: Italy 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 110: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Italy Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 112: Italy 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • UNITED KINGDOM
    • TABLE 113: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 114: UK Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 115: UK 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 116: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 117: UK Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 118: UK 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 119: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 120: UK Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 121: UK 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • REST OF EUROPE
    • TABLE 122: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 123: Rest of Europe Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 124: Rest of Europe 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 125: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 126: Rest of Europe Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 127: Rest of Europe 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 128: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Rest of Europe Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 130: Rest of Europe 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • ASIA-PACIFIC
    • TABLE 131: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 132: Asia-Pacific Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 133: Asia-Pacific 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 134: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 135: Asia-Pacific Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 136: Asia-Pacific 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 137: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 138: Asia-Pacific Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 139: Asia-Pacific 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030
  • REST OF WORLD
    • TABLE 140: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Component - Solutions Component and Services Component - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 141: Rest of World Historic Review for Artificial Intelligence in Energy by Component - Solutions Component and Services Component Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 142: Rest of World 11-Year Perspective for Artificial Intelligence in Energy by Component - Percentage Breakdown of Value Revenues for Solutions Component and Services Component for the Years 2019, 2024 & 2030
    • TABLE 143: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 144: Rest of World Historic Review for Artificial Intelligence in Energy by Application - Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 145: Rest of World 11-Year Perspective for Artificial Intelligence in Energy by Application - Percentage Breakdown of Value Revenues for Renewables Management Application, Demand Forecasting Application, Safety & Security Application, Robotics Application and Other Applications for the Years 2019, 2024 & 2030
    • TABLE 146: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2023 through 2030 and % CAGR
    • TABLE 147: Rest of World Historic Review for Artificial Intelligence in Energy by End-Use - Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2019 through 2022 and % CAGR
    • TABLE 148: Rest of World 11-Year Perspective for Artificial Intelligence in Energy by End-Use - Percentage Breakdown of Value Revenues for Utilities End-Use, Energy Generation End-Use, Energy Transmission End-Use and Energy Distribution End-Use for the Years 2019, 2024 & 2030

IV. COMPETITION

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