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再生可能エネルギーにおける人工知能の世界市場

Artificial Intelligence in Renewable Energy

出版日
ページ情報
英文 214 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.76円
再生可能エネルギーにおける人工知能の世界市場
出版日: 2025年05月30日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 214 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
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概要

再生可能エネルギーにおける人工知能の世界市場は2030年までに30億米ドルに達する見込み

2024年に9億3,580万米ドルと推定される再生可能エネルギーにおける人工知能の世界市場は、2024年から2030年にかけてCAGR 21.2％で成長し、2030年には30億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるAIソリューションは、CAGR19.0%を記録し、分析期間終了時には17億米ドルに達すると予測されます。AIサービス分野の成長率は、分析期間でCAGR 24.9％と推定されます。

米国市場は2億4,600万米ドルと推定、中国はCAGR20.2％で成長予測

米国の再生可能エネルギーにおける人工知能市場は、2024年に2億4,600万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024-2030年のCAGRを20.2%として、2030年までに4億5,680万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ19.0％と18.5％と予測されています。欧州では、ドイツがCAGR約14.8%で成長すると予測されています。

世界の再生可能エネルギーにおける人工知能市場- 主要動向と促進要因まとめ

なぜ人工知能が再生可能エネルギー発電とグリッド効率を再構築するのか？

人工知能（AI）は、システム効率を高め、エネルギー発電を最適化し、インテリジェントなグリッド運用を可能にすることで、再生可能エネルギー部門を変革する上でますます極めて重要になってきています。世界のエネルギー・ミックスが太陽光、風力、水力、その他の変動する再生可能エネルギー源にシフトするにつれ、これらの資源に内在する断続性と予測不可能性は、運用上の大きな課題となっています。AIは、リアルタイムのデータ分析、機械学習モデル、予測アルゴリズムを活用して、発電量の予測、機器の健全性の監視、系統全体の負荷配分の動的な管理を行うことで、これらの課題に対処します。このインテリジェンス主導のアプローチにより、再生可能エネルギー資産をより効率的に運用し、ダウンタイムを削減し、エネルギーの浪費を最小限に抑えることができます。

さらにAIは、屋上ソーラーパネル、蓄電池システム、電気自動車などの分散型エネルギー資源（DER）のスマートグリッドへの統合をサポートします。分散型エネルギーの流れを調整し、需要パターンを予測し、エネルギー貯蔵と発送電を最適化することで、AIは化石燃料ベースのピーク発電所への依存を減らしながら、送電網の安定を可能にします。再生可能エネルギーの容量が世界的に拡大する中、信頼性の維持、運用コストの削減、脱炭素エネルギーへの移行を目指す電力会社、系統運用者、独立系発電事業者にとって、AIは不可欠なものとなっています。

AI技術は予測、資産管理、エネルギー取引をどのように強化しているか？

AIを搭載した予測ツールは、太陽放射照度、風速、天候に基づく発電モデルの精度を大幅に向上させ、再生可能エネルギーのより良いスケジューリングとディスパッチを可能にしています。機械学習アルゴリズムは、過去の気象データ、衛星画像、リアルタイムの気象入力を分析し、短期および長期の発電予測を提供します。このような洞察は、需給のバランスをとり、抑制を減らし、より高い信頼性をもってエネルギー市場に参入するために不可欠です。例えば風力発電では、タービン・センサー・データで学習させたAIモデルが性能異常を予測し、ブレード角度を調整することで、最適とは言えない風況でも出力を最適化することができます。

資産管理では、ソーラーパネル、風力タービン、水力発電設備の予知保全にAIが導入されています。コンピュータービジョンとディープラーニングアルゴリズムは、画像やセンサーデータから機械的ストレス、腐食、劣化の初期兆候を特定し、オペレーターはコストのかかる故障が発生する前に修理のスケジュールを立てることができます。AIベースの画像認識を搭載したドローンは、大規模設備の自動検査にますます使用されるようになっています。エネルギー取引では、AIアルゴリズムが、市場シグナル、気象予測、需要変動などの複雑なデータセットに基づくリアルタイムの価格決定、裁定戦略、ヘッジを容易にし、再生可能エネルギー取引業者や電力会社の収益性とリスク管理を向上させています。

再生可能エネルギーにおける人工知能の需要はどこで高まり、どのアプリケーションがリードしているのか？

再生可能エネルギーにおける人工知能の採用は、再生可能エネルギーの普及率が最も高く、デジタルインフラが進んでいる北米、欧州、アジア太平洋で勢いを増しています。米国とカナダは、AI対応のスマートグリッド、太陽光発電分析プラットフォーム、風力発電所最適化ソフトウェアに多額の投資を行っています。欧州は、強力な気候変動目標と規制の枠組みを背景に、洋上風力発電事業、国境を越えたエネルギー取引、地域エネルギーバランシングにAIを導入しています。ドイツ、英国、北欧諸国は、送配電ネットワーク全体へのAIの統合に特に積極的です。

アジア太平洋では、中国が世界最大の太陽光・風力発電容量を拡大する中で、送電網の近代化と再生可能エネルギーの発送管理をサポートするためにAIを活用しています。インド、日本、韓国は、送電網の信頼性を高め、エネルギー損失を削減するため、公益事業規模の太陽光発電や風力発電プロジェクトにAIを導入しています。導入を主導する主な応用分野には、太陽光発電の出力予測、タービン性能分析、蓄電池の最適化、スマートな需要応答プログラムなどがあります。また都市部では、AIが商業・産業ユーザー向けのスマートマイクログリッドやエネルギー管理システム（EMS）を強化し、地域のレジリエンスと脱炭素化を促進しています。

再生可能エネルギーにおける人工知能の世界的成長の原動力は？

再生可能エネルギーにおける人工知能の成長は、再生可能エネルギーの急速な拡大、送電網の分散化、予測可能なリアルタイムの意思決定の必要性など、いくつかの集約的な力によってもたらされています。大きな原動力となっているのは、クリーンエネルギーへの世界のシフトであり、これには可変リソースのインテリジェントなオーケストレーションと柔軟なグリッド運用が必要です。AIは、大量のデータストリームをエネルギー効率、資産寿命、市場対応力を向上させる実用的な洞察に変えることで、ユーティリティ企業やエネルギープロバイダーがこの複雑性を管理することを可能にします。

AI技術、エッジコンピューティング、IoTセンサーのコスト低下により、インテリジェントエネルギーシステムは、公益事業者、独立系発電事業者、商用ユーザーにとってより身近なものとなっています。特に欧州とアジアでは、規制政策、カーボンニュートラル目標、政府の資金拠出イニシアティブが後押しし、国家エネルギー戦略へのAIの統合がさらに加速しています。さらに、クラウドベースのプラットフォーム、デジタルツイン、連携学習モデルの進歩により、利害関係者間のコラボレーションとスケーラビリティが強化されています。AIが世界のエネルギー転換の基盤になるにつれ、重要な疑問が浮かび上がってきます。人工知能は、完全に自律的な自己バランス型送電網を実現し、エネルギーバリューチェーン全体で持続可能性を最大化することで、再生可能エネルギーの最適化における次の飛躍を促すことができるだろうか？

セグメント

コンポーネント（ソリューション、サービス）、展開（オンプレミス、クラウド）、エンドユース（エネルギー発電、エネルギー送電、エネルギー配給、公益事業）

調査対象企業の例（全34社）

  • 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

関税影響係数

Global Industry Analystsは、本社国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、人為的な売上原価の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

Global Industry Analystsは、世界の主要なチーフ・エコノミスト（1万4,949人）、シンクタンク（62団体）、貿易・産業団体（171団体）の専門家の意見に熱心に従いながら、エコシステムへの影響を評価し、新たな市場の現実に対処しています。あらゆる主要国の専門家やエコノミストが、関税とそれが自国に与える影響についての意見を追跡調査しています。

Global Industry Analystsは、この混乱が今後2-3ヶ月で収束し、新しい世界秩序がより明確に確立されると予想しています。Global Industry Analystsは、これらの開発をリアルタイムで追跡しています。

2025年4月：交渉フェーズ

4月のリリースでは、世界市場全体に対する関税の影響を取り上げ、地域別の市場調整について紹介します。当社の予測は、過去のデータと進化する市場影響要因に基づいています。

2025年7月：最終関税リセット

お客様には、各国間で最終リセットが発表された後、7月に無料アップデート版をお届けします。最終アップデート版には、明確に定義された関税影響分析が組み込まれています。

相互および二国間貿易と関税の影響分析：

アメリカ <>中国<>メキシコ <>カナダ <>EU <>日本<>インド <>その他176カ国

業界をリードするエコノミスト：Global Industry Analystsの知識ベースは、国家、シンクタンク、貿易・産業団体、大企業、そして世界の計量経済状況におけるこの前例のないパラダイムシフトの影響を共有する領域の専門家など、最も影響力のあるチーフエコノミストの厳選されたグループを含む1万4,949人のエコノミストを追跡しています。当社の16,491を超えるレポートのほとんどは、マイルストーンに基づくこの2段階のリリーススケジュールを取り入れています。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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