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市场调查报告书
商品编码
1737527

全球可再生能源人工智慧市场

Artificial Intelligence in Renewable Energy
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 214 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年，全球可再生能源人工智慧市场规模将达到 30 亿美元

2024年，全球可再生能源人工智慧市场规模估计为9.358亿美元，预计到2030年将达到30亿美元，2024年至2030年的复合年增长率为21.2%。人工智慧解决方案是本报告分析的细分领域之一，预计其复合年增长率为19.0%，到分析期结束时规模将达到17亿美元。人工智慧服务细分领域在分析期间的复合年增长率预计为24.9%。

美国市场规模估计为 2.46 亿美元，中国市场预计复合年增长率为 20.2%

美国可再生能源领域的人工智慧市场规模预计在2024年达到2.46亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到4.568亿美元，在2024-2030年的分析期内，复合年增长率为20.2%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为19.0%和18.5%。在欧洲，预计德国市场的复合年增长率约为14.8%。

全球可再生能源市场人工智慧—主要趋势和驱动因素摘要

人工智慧为何重塑可再生能源发电和电网效率

人工智慧 (AI) 透过提高系统效率、优化能源生产和实现智慧电网运营，在可再生能源领域的转型中发挥日益重要的作用。随着全球能源结构向太阳能、风能、水力发电和其他波动性再生能源来源转变，这些资源固有的间歇性和不可预测性为营运带来了重大挑战。人工智慧利用即时数据分析、机器学习模型和预测演算法来预测发电量、监控设备健康状况并动态管理整个电网的负载调度，从而应对这些挑战。这种智慧主导的方法有助于可再生能源资产更有效率地运营，减少停机时间并最大限度地减少能源浪费。

此外，人工智慧还支援将屋顶太阳能板、电池储能係统和电动车等分散式能源 (DER) 整合到智慧电网中。透过协调分散式能源流动、预测需求模式以及优化能源储存和发电，人工智慧可以帮助稳定电网，同时减少对基于石化燃料的尖峰电厂的依赖。随着全球可再生能源产能的扩张，人工智慧对于公用事业公司、电网营运商和独立电力生产商而言，正变得至关重要，他们希望保持可靠性、降低营运成本，并向脱碳能源未来转型。

人工智慧技术如何增强预测、资产管理和能源交易？

人工智慧预测工具正在显着提高基于太阳照度、风速和天气的发电模型的准确性，从而能够更好地调度可再生能源。机器学习演算法分析历史天气资料、卫星影像和即时天气输入，以提供短期和长期发电预测。这些洞察对于平衡供需、减少限电以及更有信心地进入能源市场至关重要。例如，在风力发电领域，基于涡轮机感测器资料训练的人工智慧模型可以预测性能异常，并调整叶片角度，即使在风力条件不佳的情况下也能优化输出。

在资产管理领域，人工智慧正被用于太阳能板、风力发电机和水力发电设备的预测性维护。电脑视觉和深度学习演算法能够从影像和感测器资料中识别机械应力、腐蚀和性能劣化的早期征兆，使操作员能够在代价高昂的故障发生之前安排维修。配备基于人工智慧影像识别的无人机正越来越多地用于大型资产的自动检查。在能源交易领域，人工智慧演算法能够基于市场讯号、天气预报和需求波动等复杂资料集，促进即时定价、套利策略和对冲，从而提高可再生能源交易商和电力公司的盈利和风险管理能力。

可再生能源领域对人工智慧的需求在哪些方面成长？哪些应用正在引领潮流？

北美、欧洲和亚太地区可再生能源渗透率最高，数位基础设施先进，人工智慧在可再生能源领域的应用正在蓬勃发展。美国和加拿大正大力投资人工智慧智慧电网、太阳能分析平台和风电场优化软体。在强有力的气候变迁目标和法律规范的支持下，欧洲正在离岸风力发电运营、跨境能源交易和区域能源平衡领域部署人工智慧。德国、英国和北欧国家尤其积极地在其输配电网路中整合人工智慧。

在亚太地区，中国正利用人工智慧支援电网现代化和可再生能源调度管理，同时扩大其全球最大的太阳能和风能发电能力。印度、日本和韩国正在公共产业规模的太阳能和风能发电工程中部署人工智慧，以提高电网可靠性并减少能源损耗。主导人工智慧应用的关键应用领域包括太阳能发电预测、涡轮机性能分析、电池储能优化和智慧需量反应计画。在都市区，人工智慧正在为商业和工业用户的智慧微电网和能源管理系统 (EMS) 提供支持，促进当地的韧性和脱碳。

是什么推动了可再生能源领域人工智慧的全球成长？

可再生能源领域人工智慧的发展受到多种因素的共同推动，包括可再生的快速扩张、电网的分散化以及对预测性即时决策的需求。其中一个主要驱动因素是全球向清洁能源的转变，这需要对可变资源进行智慧编配并实现灵活的电网运作。人工智慧使公用事业公司和能源供应商能够管理这种复杂性，将大量资料流转化为可操作的洞察，从而提高能源效率、延长资产寿命并提高市场应对力。

人工智慧技术、边缘运算和物联网感测器成本的下降使得公共产业、独立电力生产商和商业用户更容易使用智慧能源系统。在监管政策、碳中和目标和政府资助计画的推动下，尤其是在欧洲和亚洲，人工智慧正在加速融入国家能源战略。此外，云端基础的平台、数位双胞胎和联邦学习模式的进步正在增强相关人员之间的协作和可扩展性。随着人工智慧成为全球能源转型的基础，重要的议题也随之出现：人工智慧能否透过实现完全自主、自平衡的电网，最大限度地提高整个能源价值链的永续性，推动可再生能源优化的下一个飞跃？

部分

组件（解决方案、服务）、部署（本地、云端）、最终用途（能源生产、能源传输、能源发行、公共产业）

调查企业范例（共34家企业）

  • ABB Ltd
  • Accenture
  • Amazon Web Services
  • Autarq GmbH
  • Belectric GmbH
  • BrainBox AI
  • Clobotics
  • DeepMind
  • Duke Energy
  • E.ON SE
  • EDF（Electricite de France）
  • Enel Group
  • Enphase Energy
  • Exowatt
  • GE Vernova
  • GridBeyond
  • Heliogen
  • Iberdrola
  • Microsoft Corporation
  • National Grid plc

关税影响係数

全球产业分析师根据公司总部所在国家、製造地、进出口（成品和原始OEM）预测公司竞争定位的变化。这种复杂且多方面的市场动态预计将以多种方式影响竞争对手，包括人为提高销货成本、盈利下降、供应链重组以及其他微观和宏观市场动态。

全球产业分析师密切关注来自全球顶尖首席经济学家（14,949位）、智库（62家）以及贸易和产业协会（171家）的专家的意见，以评估其对生态系统的影响并应对新的市场现实。我们追踪了来自每个主要国家的专家和经济学家对关税及其对本国影响的看法。

全球产业分析师预计，这场动盪将在未来2-3个月内逐渐平息，新的世界秩序将更加清晰地建立。全球产业分析师正在即时追踪这些事态发展。

2025年4月：谈判阶段

在4月的报告中，我们将探讨关税对全球整体市场的影响，并提供区域市场调整。我们的预测是基于历史数据和不断变化的市场影响因素。

2025年7月：最终关税调整

在各国宣布最终重置后，客户将在 7 月收到免费更新，最终更新将包含明确的关税影响分析。

相互和双边贸易及关税影响分析：

美国<>中国<>墨西哥<>加拿大<>欧盟<>日本<>印度<>其他176个国家

领先的产业经济学家：全球产业分析师知识库追踪了 14,949 位经济学家，其中包括来自民族国家、智库、贸易和产业协会、大型企业以及各领域专家的最具影响力的首席经济学家，他们共用了这场前所未有的全球经济状况模式转移的影响。我们超过 16,491 份报告大多遵循基于里程碑的两阶段发布计划。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 比赛

简介目录
Product Code: MCP33465

Global Artificial Intelligence in Renewable Energy Market to Reach US$3.0 Billion by 2030

The global market for Artificial Intelligence in Renewable Energy estimated at US$935.8 Million in the year 2024, is expected to reach US$3.0 Billion by 2030, growing at a CAGR of 21.2% over the analysis period 2024-2030. AI Solutions, one of the segments analyzed in the report, is expected to record a 19.0% CAGR and reach US$1.7 Billion by the end of the analysis period. Growth in the AI Services segment is estimated at 24.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$246.0 Million While China is Forecast to Grow at 20.2% CAGR

The Artificial Intelligence in Renewable Energy market in the U.S. is estimated at US$246.0 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$456.8 Million by the year 2030 trailing a CAGR of 20.2% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 19.0% and 18.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 14.8% CAGR.

Global Artificial Intelligence in Renewable Energy Market - Key Trends & Drivers Summarized

Why Is Artificial Intelligence Reshaping Renewable Energy Generation and Grid Efficiency?

Artificial Intelligence (AI) is increasingly pivotal in transforming the renewable energy sector by enhancing system efficiency, optimizing energy generation, and enabling intelligent grid operations. As the global energy mix shifts toward solar, wind, hydro, and other variable renewable sources, the inherent intermittency and unpredictability of these resources present significant operational challenges. AI addresses these challenges by leveraging real-time data analytics, machine learning models, and predictive algorithms to forecast energy generation, monitor equipment health, and manage load distribution dynamically across grids. This intelligence-driven approach allows renewable assets to operate more efficiently, reduces downtime, and minimizes energy wastage.

Moreover, AI supports the integration of distributed energy resources (DERs) such as rooftop solar panels, battery storage systems, and electric vehicles into smart grids. By orchestrating decentralized energy flows, predicting demand patterns, and optimizing energy storage and dispatch, AI enables grid stability while reducing reliance on fossil fuel-based peaking plants. As renewable capacity scales globally, AI is becoming essential for utilities, grid operators, and independent power producers seeking to maintain reliability, reduce operational costs, and support the transition to a decarbonized energy future.

How Are AI Technologies Enhancing Forecasting, Asset Management, and Energy Trading?

AI-powered forecasting tools are significantly improving the accuracy of solar irradiance, wind speed, and weather-based generation models, enabling better scheduling and dispatch of renewable energy. Machine learning algorithms analyze historical weather data, satellite imagery, and real-time meteorological inputs to deliver short- and long-term generation forecasts. These insights are vital for balancing supply and demand, reducing curtailment, and participating in energy markets with greater confidence. In wind energy, for example, AI models trained on turbine sensor data can predict performance anomalies and adjust blade angles to optimize output even in suboptimal wind conditions.

In asset management, AI is being deployed for predictive maintenance of solar panels, wind turbines, and hydroelectric equipment. Computer vision and deep learning algorithms identify early signs of mechanical stress, corrosion, or degradation from image and sensor data, allowing operators to schedule repairs before costly failures occur. Drones equipped with AI-based image recognition are increasingly used for automated inspection of large-scale installations. In energy trading, AI algorithms are facilitating real-time pricing decisions, arbitrage strategies, and hedging based on complex datasets-such as market signals, weather forecasts, and demand fluctuations-improving profitability and risk management for renewable energy traders and utilities.

Where Is Demand for AI in Renewable Energy Growing and Which Applications Are Leading?

Adoption of AI in renewable energy is gaining momentum in North America, Europe, and Asia-Pacific, where renewable penetration is highest and digital infrastructure is more advanced. The U.S. and Canada are investing heavily in AI-enabled smart grids, solar analytics platforms, and wind farm optimization software. Europe, driven by strong climate goals and regulatory frameworks, is deploying AI in offshore wind operations, cross-border energy trading, and regional energy balancing. Germany, the U.K., and the Nordic countries are particularly active in integrating AI across transmission and distribution networks.

In Asia-Pacific, China is using AI to support grid modernization and renewable dispatch management as it scales the world’s largest solar and wind capacity. India, Japan, and South Korea are deploying AI in utility-scale solar and wind projects to enhance grid reliability and reduce energy losses. Key application areas leading adoption include solar PV output forecasting, turbine performance analytics, battery energy storage optimization, and smart demand response programs. In urban areas, AI is also powering smart microgrids and energy management systems (EMS) for commercial and industrial users, reinforcing local resilience and decarbonization.

What Is Driving the Global Growth of AI in the Renewable Energy Sector?

The growth in artificial intelligence in the renewable energy market is driven by several converging forces, including the rapid expansion of renewables, grid decentralization, and the imperative for predictive, real-time decision-making. A major driver is the global shift toward clean energy, which requires intelligent orchestration of variable resources and flexible grid operations. AI enables utilities and energy providers to manage this complexity by turning massive streams of data into actionable insights that improve energy efficiency, asset longevity, and market responsiveness.

Falling costs of AI technologies, edge computing, and IoT sensors are making intelligent energy systems more accessible to utilities, independent power producers, and commercial users. Supportive regulatory policies, carbon neutrality targets, and government funding initiatives-especially in Europe and Asia-are further accelerating the integration of AI into national energy strategies. Additionally, advancements in cloud-based platforms, digital twins, and federated learning models are enhancing collaboration and scalability across stakeholders. As AI becomes foundational to the global energy transition, a critical question emerges: Can artificial intelligence drive the next leap in renewable energy optimization by enabling fully autonomous, self-balancing grids and maximizing sustainability across the energy value chain?

SCOPE OF STUDY:

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

Segments:

Component (Solutions, Services); Deployment (On-Premise, Cloud); End-Use (Energy Generation, Energy Transmission, Energy Distribution, Utilities)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 34 Featured) -

  • ABB Ltd
  • Accenture
  • Amazon Web Services
  • Autarq GmbH
  • Belectric GmbH
  • BrainBox AI
  • Clobotics
  • DeepMind
  • Duke Energy
  • E.ON SE
  • EDF (Electricite de France)
  • Enel Group
  • Enphase Energy
  • Exowatt
  • GE Vernova
  • GridBeyond
  • Heliogen
  • Iberdrola
  • Microsoft Corporation
  • National Grid plc

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by artificially increasing the COGS, reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

We are diligently following expert opinions of leading Chief Economists (14,949), Think Tanks (62), Trade & Industry bodies (171) worldwide, as they assess impact and address new market realities for their ecosystems. Experts and economists from every major country are tracked for their opinions on tariffs and how they will impact their countries.

We expect this chaos to play out over the next 2-3 months and a new world order is established with more clarity. We are tracking these developments on a real time basis.

As we release this report, U.S. Trade Representatives are pushing their counterparts in 183 countries for an early closure to bilateral tariff negotiations. Most of the major trading partners also have initiated trade agreements with other key trading nations, outside of those in the works with the United States. We are tracking such secondary fallouts as supply chains shift.

To our valued clients, we say, we have your back. We will present a simplified market reassessment by incorporating these changes!

APRIL 2025: NEGOTIATION PHASE

Our April release addresses the impact of tariffs on the overall global market and presents market adjustments by geography. Our trajectories are based on historic data and evolving market impacting factors.

JULY 2025 FINAL TARIFF RESET

Complimentary Update: Our clients will also receive a complimentary update in July after a final reset is announced between nations. The final updated version incorporates clearly defined Tariff Impact Analyses.

Reciprocal and Bilateral Trade & Tariff Impact Analyses:

USA <> CHINA <> MEXICO <> CANADA <> EU <> JAPAN <> INDIA <> 176 OTHER COUNTRIES.

Leading Economists - Our knowledge base tracks 14,949 economists including a select group of most influential Chief Economists of nations, think tanks, trade and industry bodies, big enterprises, and domain experts who are sharing views on the fallout of this unprecedented paradigm shift in the global econometric landscape. Most of our 16,491+ reports have incorporated this two-stage release schedule based on milestones.

COMPLIMENTARY PREVIEW

Contact your sales agent to request an online 300+ page complimentary preview of this research project. Our preview will present full stack sources, and validated domain expert data transcripts. Deep dive into our interactive data-driven online platform.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Artificial Intelligence in Renewable Energy - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • AI-Enabled Forecasting Optimizes Renewable Energy Generation From Wind and Solar Assets
    • Predictive Maintenance Powered by AI Enhances Uptime of Renewable Energy Infrastructure
    • Grid Load Balancing and Energy Trading Platforms Rely on AI for Real-Time Efficiency Gains
    • Smart Inverter and Battery Storage Optimization Uses AI to Maximize Renewable Utilization
    • AI-Powered Demand Response Systems Align Consumer Load with Intermittent Renewable Supply
    • Autonomous Energy Systems Integrate AI for Adaptive Resource Dispatch and Decentralized Control
    • Environmental Modeling Using AI Refines Siting and Performance Simulation of Renewables
    • Hybrid Renewable Systems Leverage AI to Optimize Multi-Source Power Generation Strategies
    • AI Tools Facilitate ESG Reporting and Emission Tracking Across Renewable Portfolios
    • Utility-Scale Projects Adopt AI for Curtailment Avoidance and Power Flow Optimization
    • Distributed Energy Resource Management Systems (DERMS) Use AI to Coordinate Network Stability
    • AI Enhances Operational Intelligence Across Wind Farms, Solar Parks, and Storage Networks
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence in Renewable Energy Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Artificial Intelligence in Renewable Energy by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 4: World 15-Year Perspective for Artificial Intelligence in Renewable Energy by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2015, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 7: World 15-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 10: World 15-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 13: World 15-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 16: World 15-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Energy Generation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Energy Generation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 19: World 15-Year Perspective for Energy Generation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Energy Transmission by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Energy Transmission by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 22: World 15-Year Perspective for Energy Transmission by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Energy Distribution by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Energy Distribution by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 25: World 15-Year Perspective for Energy Distribution by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 28: World 15-Year Perspective for Utilities by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 29: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 30: USA Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 31: USA 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 34: USA 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 35: USA Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 36: USA Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 37: USA 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 40: Canada 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 41: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 42: Canada Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 43: Canada 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 46: Canada 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • JAPAN
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 47: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 48: Japan Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 49: Japan 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 52: Japan 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 53: Japan Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 54: Japan Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 55: Japan 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • CHINA
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 56: China Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 58: China 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 59: China Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 60: China Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 61: China 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 62: China Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 64: China 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • EUROPE
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 65: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 66: Europe Historic Review for Artificial Intelligence in Renewable Energy by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 67: Europe 15-Year Perspective for Artificial Intelligence in Renewable Energy by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 70: Europe 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 71: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 72: Europe Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 73: Europe 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Europe Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 76: Europe 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • FRANCE
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 77: France Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 78: France Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 79: France 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 80: France Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 82: France 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 83: France Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 84: France Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 85: France 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • GERMANY
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 88: Germany 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 89: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Germany Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 91: Germany 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 92: Germany Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Germany Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 94: Germany 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 95: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 96: Italy Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 97: Italy 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 98: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Italy Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 100: Italy 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 101: Italy Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 102: Italy Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 103: Italy 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 104: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 106: UK 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 107: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 108: UK Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 109: UK 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 110: UK Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 111: UK Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 112: UK 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 113: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 114: Rest of Europe Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 115: Rest of Europe 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 116: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Rest of Europe Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 118: Rest of Europe 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 119: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 120: Rest of Europe Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 121: Rest of Europe 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence in Renewable Energy Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 124: Asia-Pacific 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 125: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 126: Asia-Pacific Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 127: Asia-Pacific 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 128: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Asia-Pacific Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 130: Asia-Pacific 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030
  • REST OF WORLD
    • TABLE 131: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 132: Rest of World Historic Review for Artificial Intelligence in Renewable Energy by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 133: Rest of World 15-Year Perspective for Artificial Intelligence in Renewable Energy by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2015, 2025 & 2030
    • TABLE 134: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Rest of World Historic Review for Artificial Intelligence in Renewable Energy by Deployment - On-Premise and Cloud Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 136: Rest of World 15-Year Perspective for Artificial Intelligence in Renewable Energy by Deployment - Percentage Breakdown of Value Sales for On-Premise and Cloud for the Years 2015, 2025 & 2030
    • TABLE 137: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 138: Rest of World Historic Review for Artificial Intelligence in Renewable Energy by End-Use - Energy Generation, Energy Transmission, Energy Distribution and Utilities Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
    • TABLE 139: Rest of World 15-Year Perspective for Artificial Intelligence in Renewable Energy by End-Use - Percentage Breakdown of Value Sales for Energy Generation, Energy Transmission, Energy Distribution and Utilities for the Years 2015, 2025 & 2030

IV. COMPETITION