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1737527

全球可再生能源人工智慧市場

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個工作天內

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簡介目錄

預計到 2030 年，全球可再生能源人工智慧市場規模將達到 30 億美元

2024年，全球可再生能源人工智慧市場規模估計為9.358億美元，預計到2030年將達到30億美元，2024年至2030年的複合年成長率為21.2%。人工智慧解決方案是本報告分析的細分領域之一，預計其複合年成長率為19.0%，到分析期結束時規模將達到17億美元。人工智慧服務細分領域在分析期間的複合年成長率預計為24.9%。

美國市場規模估計為 2.46 億美元，中國市場預計複合年成長率為 20.2%

美國可再生能源領域的人工智慧市場規模預計在2024年達到2.46億美元。預計到2030年，作為世界第二大經濟體的中國市場規模將達到4.568億美元，在2024-2030年的分析期內，複合年成長率為20.2%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為19.0%和18.5%。在歐洲，預計德國市場的複合年成長率約為14.8%。

全球可再生能源市場人工智慧—主要趨勢和促進因素摘要

人工智慧為何重塑可再生能源發電和電網效率

人工智慧 (AI) 透過提高系統效率、最佳化能源生產和實現智慧電網營運，在可再生能源領域的轉型中發揮日益重要的作用。隨著全球能源結構向太陽能、風能、水力發電和其他波動性再生能源來源轉變，這些資源固有的間歇性和不可預測性為營運帶來了重大挑戰。人工智慧利用即時數據分析、機器學習模型和預測演算法來預測發電量、監控設備健康狀況並動態管理整個電網的負載調度，從而應對這些挑戰。這種智慧主導的方法有助於可再生能源資產更有效率地營運，減少停機時間並最大限度地減少能源浪費。

此外，人工智慧還支援將屋頂太陽能板、電池儲能系統和電動車等分散式能源 (DER) 整合到智慧電網中。透過協調分散式能源流動、預測需求模式以及最佳化能源儲存和發電，人工智慧可以幫助穩定電網，同時減少對基於石化燃料的尖峰電廠的依賴。隨著全球可再生能源產能的擴張，人工智慧對於公用事業公司、電網營運商和獨立電力生產商而言，正變得至關重要，他們希望保持可靠性、降低營運成本，並向脫碳能源未來轉型。

人工智慧技術如何增強預測、資產管理和能源交易？

人工智慧預測工具正在顯著提高基於太陽照度、風速和天氣的發電模型的準確性，從而能夠更好地調度可再生能源。機器學習演算法分析歷史天氣資料、衛星影像和即時天氣輸入，以提供短期和長期發電預測。這些洞察對於平衡供需、減少限電以及更有信心地進入能源市場至關重要。例如，在風力發電領域，基於渦輪機感測器資料訓練的人工智慧模型可以預測性能異常，並調整葉片角度，即使在風力條件不佳的情況下也能最佳化輸出。

在資產管理領域，人工智慧正被用於太陽能板、風力發電機和水力發電設備的預測性維護。電腦視覺和深度學習演算法能夠從影像和感測器資料中識別機械應力、腐蝕和性能劣化的早期徵兆，使操作員能夠在代價高昂的故障發生之前安排維修。配備基於人工智慧影像識別的無人機正擴大用於大型資產的自動檢查。在能源交易領域，人工智慧演算法能夠基於市場訊號、天氣預報和需求波動等複雜資料集，促進即時定價、套利策略和對沖，從而提高可再生能源交易商和電力公司的盈利和風險管理能力。

可再生能源領域對人工智慧的需求在哪些方面成長？哪些應用正在引領潮流？

北美、歐洲和亞太地區可再生能源滲透率最高，數位基礎設施先進，人工智慧在可再生能源領域的應用正在蓬勃發展。美國和加拿大正大力投資人工智慧智慧電網、太陽能分析平台和風電場最佳化軟體。在強力的氣候變遷目標和法律規範的支持下，歐洲正在離岸風力發電營運、跨境能源交易和區域能源平衡領域部署人工智慧。德國、英國和北歐國家尤其積極地在其輸配電網路中整合人工智慧。

在亞太地區，中國正利用人工智慧支援電網現代化和可再生能源調度管理，同時擴大其全球最大的太陽能和風能發電能力。印度、日本和韓國正在公共產業規模的太陽能和風能發電工程中部署人工智慧，以提高電網可靠性並減少能源損耗。主導人工智慧應用的關鍵應用領域包括太陽能發電預測、渦輪機性能分析、電池儲能最佳化和智慧需量反應計畫。在都市區，人工智慧正在為商業和工業用戶的智慧微電網和能源管理系統 (EMS) 提供支持，促進當地的韌性和脫碳。

是什麼推動了可再生能源領域人工智慧的全球成長？

可再生能源領域人工智慧的發展受到多種因素的共同推動，包括可再生的快速擴張、電網的分散化以及對預測性即時決策的需求。其中一個主要促進因素是全球向清潔能源的轉變，這需要對可變資源進行智慧編配並實現靈活的電網運作。人工智慧使公用事業公司和能源供應商能夠管理這種複雜性，將大量資料流轉化為可操作的洞察，從而提高能源效率、延長資產壽命並提高市場應對力。

人工智慧技術、邊緣運算和物聯網感測器成本的下降使得公共產業、獨立電力生產商和商業用戶更容易使用智慧能源系統。在監管政策、碳中和目標和政府資助計畫的推動下，尤其是在歐洲和亞洲，人工智慧正在加速融入國家能源戰略。此外，雲端基礎的平台、數位雙胞胎和聯邦學習模式的進步正在增強相關人員之間的協作和可擴展性。隨著人工智慧成為全球能源轉型的基礎，重要的議題也隨之出現：人工智慧能否透過實現完全自主、自平衡的電網，最大限度地提高整個能源價值鏈的永續性，推動可再生能源最佳化的下一個飛躍？

部分

組件（解決方案、服務）、部署（本地、雲端）、最終用途（能源生產、能源傳輸、能源發行、公共產業）

調查企業範例（共34家企業）

  • 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

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地、進出口（成品和原始OEM）預測公司競爭定位的變化。這種複雜且多方面的市場動態預計將以多種方式影響競爭對手，包括人為提高銷貨成本、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

全球產業分析師密切關注來自全球頂尖首席經濟學家（14,949位）、智庫（62家）以及貿易和產業協會（171家）的專家的意見，以評估其對生態系統的影響並應對新的市場現實。我們追蹤了來自每個主要國家的專家和經濟學家對關稅及其對本國影響的看法。

全球產業分析師預計，這場動盪將在未來2-3個月內逐漸平息，新的世界秩序將更加清晰地建立。全球產業分析師正在即時追蹤這些事態發展。

2025年4月：談判階段

在4月的報告中，我們將探討關稅對全球整體市場的影響，並提供區域市場調整。我們的預測是基於歷史數據和不斷變化的市場影響因素。

2025年7月：最終關稅調整

在各國宣布最終重置後，客戶將在 7 月收到免費更新，最終更新將包含明確的關稅影響分析。

相互和雙邊貿易及關稅影響分析：

美國<>中國<>墨西哥<>加拿大<>歐盟<>日本<>印度<>其他176個國家

領先的產業經濟學家：全球產業分析師知識庫追蹤了 14,949 位經濟學家，其中包括來自民族國家、智庫、貿易和產業協會、大型企業以及各領域專家的最具影響力的首席經濟學家，他們共用了這場前所未有的全球經濟狀況模式轉移的影響。我們超過 16,491 份報告大多遵循基於里程碑的兩階段發布計劃。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 比賽

簡介目錄
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