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スマートグリッド分析の世界市場

Smart Grid Analytics

出版日
ページ情報
英文 193 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=144.06円
スマートグリッド分析の世界市場
出版日: 2024年09月01日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 193 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

スマートグリッド分析の世界市場は2030年までに136億米ドルに到達

2023年に61億米ドルと推定されるスマートグリッド分析の世界市場は、2023年から2030年にかけてCAGR 12.1%で成長し、2030年には136億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つである資産管理は、CAGR 10.6％を記録し、分析期間終了時には41億米ドルに達すると予測されます。AMI Analyticsセグメントの成長率は、分析期間でCAGR 13.8%と推定されます。

米国市場は16億米ドル、中国はCAGR 11.2％で成長予測

米国のスマートグリッド分析市場は2023年に16億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、2030年までに21億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは11.2%です。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10.7%と10.3%と予測されています。欧州では、ドイツがCAGR約8.6%で成長すると予測されています。

世界のスマートグリッド分析市場- 主要動向と促進要因のまとめ

なぜ公益事業者はパフォーマンス向上のためにスマートグリッド分析に注目するのか？

スマートグリッド分析は、送電網の効率性、信頼性、持続可能性の向上を目指す公益事業者にとって極めて重要なものとなっています。高度なデータ分析ツールを活用することで、ユーティリティ企業はリアルタイムでグリッドパフォーマンスを把握し、異常を検出し、機器の故障を予測することができます。スマートグリッド分析は、負荷分散、需要応答、エネルギー配分の最適化に役立ち、コスト削減と顧客満足度の向上につながります。世界中の電力会社が再生可能エネルギー源の統合や規制基準への準拠を迫られる中、スマートグリッド分析の採用は加速しており、最新のグリッド管理戦略の重要な要素となっています。

スマートグリッド分析市場を促進する技術革新とは？

スマートグリッド分析市場は、AI、機械学習、クラウドコンピューティングの革新により急成長を遂げています。AIと機械学習アルゴリズムは、資産管理、停電管理、需要予測のための予測分析を可能にし、ユーティリティ企業のオペレーション最適化とコスト削減を支援します。クラウドベースのアナリティクス・プラットフォームは拡張性と柔軟性を提供し、ユーティリティ企業が膨大な量のデータを効率的に管理できるようにします。IoTデバイスとエッジコンピューティングの統合は、グリッドエッジでのリアルタイムデータ処理を可能にすることで、スマートグリッド分析の機能をさらに強化しています。これらの技術的進歩は、運用の可視性を向上させ、意思決定を強化し、分散型エネルギー資源の統合をサポートすることで、グリッド管理を変革しています。

スマートグリッド分析市場をリードするセグメントは？

導入形態には、オンプレミスとクラウドベースの分析ソリューションがあり、クラウドベースのソリューションは柔軟性、拡張性、初期コストの低さから人気を集めています。ソリューションの種類は、グリッド最適化、資産管理、負荷予測、需要応答など多岐にわたるが、資産管理と需要応答ソリューションは、エネルギー消費の管理とグリッド運用の安定化に重要な役割を果たすため、市場をリードしています。アプリケーションは配電、トランスミッション、発電にまたがり、配電ユーティリティ企業はグリッドの信頼性と顧客サービスの強化の必要性から最大のシェアを占めています。地域的には、北米が早期の技術導入に牽引されて市場を独占している一方、アジア太平洋はスマートグリッドインフラへの投資増加により大幅な成長が見込まれています。

スマートグリッド分析市場の成長を促進する要因は？

スマートグリッド分析市場の成長は、高度計測インフラ（AMI）の採用増加、予知保全と資産管理の必要性、再生可能エネルギー統合への注目の高まりなど、いくつかの要因によってもたらされます。スマートシティの拡大、データ主導の意思決定のためのAIと機械学習の利用拡大、クラウドベースの分析プラットフォームの市場開拓も市場の成長を支えています。さらに、送電網の信頼性とエネルギー効率に対する規制の義務化、送電網近代化への投資の増加、公益事業者と技術プロバイダーとの協力関係の強化も、市場拡大に拍車をかけています。また、分散型エネルギー資源やマイクログリッドが重視されるようになっていることも、スマートグリッド分析ソリューションの需要を促進しています。

調査対象企業の例（注目の43社）

  • Accenture PLC
  • Capgemini SE
  • EMC Corporation
  • IBM Corporation
  • Oracle Corporation
  • SAP SE
  • SAS Institute, Inc.
  • Siemens AG

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: MCP14808

Global Smart Grid Analytics Market to Reach US$13.6 Billion by 2030

The global market for Smart Grid Analytics estimated at US$6.1 Billion in the year 2023, is expected to reach US$13.6 Billion by 2030, growing at a CAGR of 12.1% over the analysis period 2023-2030. Asset Management, one of the segments analyzed in the report, is expected to record a 10.6% CAGR and reach US$4.1 Billion by the end of the analysis period. Growth in the AMI Analytics segment is estimated at 13.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$1.6 Billion While China is Forecast to Grow at 11.2% CAGR

The Smart Grid Analytics market in the U.S. is estimated at US$1.6 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$2.1 Billion by the year 2030 trailing a CAGR of 11.2% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 10.7% and 10.3% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 8.6% CAGR.

Global Smart Grid Analytics Market - Key Trends and Drivers Summarized

Why Are Utilities Turning to Smart Grid Analytics for Enhanced Performance?

Smart grid analytics is becoming crucial for utilities as they strive to improve grid efficiency, reliability, and sustainability. By leveraging advanced data analytics tools, utilities can gain real-time insights into grid performance, detect anomalies, and predict equipment failures, enabling proactive maintenance and reducing downtime. Smart grid analytics helps in optimizing load balancing, demand response, and energy distribution, leading to cost savings and improved customer satisfaction. As utilities worldwide face increasing pressure to integrate renewable energy sources and comply with regulatory standards, the adoption of smart grid analytics is accelerating, making it a key component of modern grid management strategies.

What Technological Innovations Are Propelling the Smart Grid Analytics Market?

The smart grid analytics market is witnessing rapid growth due to innovations in AI, machine learning, and cloud computing. AI and machine learning algorithms enable predictive analytics for asset management, outage management, and demand forecasting, helping utilities optimize their operations and reduce costs. Cloud-based analytics platforms provide scalability and flexibility, allowing utilities to manage vast amounts of data efficiently. The integration of IoT devices and edge computing is further enhancing the capabilities of smart grid analytics by enabling real-time data processing at the grid edge. These technological advancements are transforming grid management by improving operational visibility, enhancing decision-making, and supporting the integration of distributed energy resources.

Which Segments Are Leading the Smart Grid Analytics Market?

Deployment modes include on-premise and cloud-based analytics solutions, with cloud-based solutions gaining popularity due to their flexibility, scalability, and lower upfront costs. Solution types range from grid optimization and asset management to load forecasting and demand response, with asset management and demand response solutions leading the market due to their critical role in managing energy consumption and stabilizing grid operations. Applications span across power distribution, transmission, and generation, with distribution utilities holding the largest share due to the need for enhanced grid reliability and customer service. Geographically, North America dominates the market, driven by early technology adoption, while Asia-Pacific is expected to grow significantly due to increasing investments in smart grid infrastructure.

What Factors Are Driving the Growth in the Smart Grid Analytics Market?

The growth in the smart grid analytics market is driven by several factors, including the increasing adoption of advanced metering infrastructure (AMI), the need for predictive maintenance and asset management, and the rising focus on renewable energy integration. The expansion of smart cities, the growing use of AI and machine learning for data-driven decision-making, and the development of cloud-based analytics platforms are also supporting market growth. Furthermore, regulatory mandates for grid reliability and energy efficiency, rising investments in grid modernization, and the increasing collaboration between utilities and technology providers are fueling market expansion. The growing emphasis on decentralized energy resources and microgrids is also driving the demand for smart grid analytics solutions.

Select Competitors (Total 43 Featured) -

  • Accenture PLC
  • Capgemini SE
  • EMC Corporation
  • IBM Corporation
  • Oracle Corporation
  • SAP SE
  • SAS Institute, Inc.
  • Siemens AG

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Smart Grid Analytics - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Increasing Adoption of Advanced Metering Infrastructure (AMI) Drives Smart Grid Analytics Market
    • Integration of AI and Machine Learning in Smart Grid Analytics Expands Market Opportunity
    • Growing Need for Predictive Maintenance and Asset Management Spurs Market Growth
    • Advancements in Data Analytics Tools Strengthen Business Case for Smart Grid Analytics
    • Rising Focus on Renewable Energy Integration Drives Demand for Smart Grid Analytics Solutions
    • Expansion of Smart Cities Initiatives Propels Growth in Smart Grid Analytics Market
    • Emergence of Cloud-Based Analytics Platforms Accelerates Adoption in the Utility Sector
    • Rising Investments in Grid Modernization and Digitalization Fuels Market Growth
    • Focus on Real-Time Monitoring and Fault Detection Enhances Market Competitiveness
    • Growing Use of Smart Grid Analytics in Demand Response and Energy Forecasting Drives Adoption
    • Integration of IoT and Edge Computing in Smart Grids Supports Market Transformation
    • Expansion of Decentralized Energy Resources and Microgrids Expands Addressable Market
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Smart Grid Analytics Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Smart Grid Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World 7-Year Perspective for Smart Grid Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Asset Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 5: World 7-Year Perspective for Asset Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for AMI Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 7: World 7-Year Perspective for AMI Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Demand Response Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World 7-Year Perspective for Demand Response Analytics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Grid Optimization by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 11: World 7-Year Perspective for Grid Optimization by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Visualization Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 13: World 7-Year Perspective for Visualization Tools by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Energy Data Forecasting by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 15: World 7-Year Perspective for Energy Data Forecasting by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Cloud-based by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 17: World 7-Year Perspective for Cloud-based by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for On-Premises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 19: World 7-Year Perspective for On-Premises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Hybrid by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: World 7-Year Perspective for Hybrid by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Professional Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 23: World 7-Year Perspective for Professional Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Support & Maintenance Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 25: World 7-Year Perspective for Support & Maintenance Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 26: USA Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: USA 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 28: USA Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 29: USA 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 30: USA Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: USA 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • CANADA
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Canada 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: Canada 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: Canada 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • JAPAN
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Japan 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Japan 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Japan 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • CHINA
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 44: China Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: China 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 46: China Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 47: China 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 48: China Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 49: China 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • EUROPE
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Smart Grid Analytics by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 51: Europe 7-Year Perspective for Smart Grid Analytics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Europe 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 55: Europe 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Europe 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • FRANCE
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 58: France Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 59: France 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 60: France Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 61: France 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: France 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • GERMANY
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 64: Germany Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Germany 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Germany 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Germany 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • ITALY
    • TABLE 70: Italy Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 71: Italy 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 73: Italy 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Italy 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • UNITED KINGDOM
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 76: UK Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 77: UK 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 78: UK Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 79: UK 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 81: UK 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 82: Rest of Europe Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 83: Rest of Europe 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Smart Grid Analytics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 88: Asia-Pacific Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 89: Asia-Pacific 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 94: Rest of World Recent Past, Current & Future Analysis for Smart Grid Analytics by Solution - Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 95: Rest of World 7-Year Perspective for Smart Grid Analytics by Solution - Percentage Breakdown of Value Sales for Asset Management, AMI Analytics, Demand Response Analytics, Grid Optimization, Visualization Tools and Energy Data Forecasting for the Years 2024 & 2030
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Smart Grid Analytics by Deployment - Cloud-based, On-Premises and Hybrid - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 97: Rest of World 7-Year Perspective for Smart Grid Analytics by Deployment - Percentage Breakdown of Value Sales for Cloud-based, On-Premises and Hybrid for the Years 2024 & 2030
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Smart Grid Analytics by Service - Professional Services and Support & Maintenance Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Rest of World 7-Year Perspective for Smart Grid Analytics by Service - Percentage Breakdown of Value Sales for Professional Services and Support & Maintenance Services for the Years 2024 & 2030

IV. COMPETITION