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市場調查報告書
商品編碼
1564061

智慧電網分析的全球市場

Smart Grid Analytics

出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 193 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年,全球智慧電網分析市場將達到 136 億美元

全球智慧電網分析市場預計 2023 年為 61 億美元,預計到 2030 年將達到 136 億美元,2023 年至 2030 年複合年成長率為 12.1%。資產管理是本報告分析的細分市場之一,預計複合年成長率為 10.6%,到分析期結束時將達到 41 億美元。 AMI Analytics 細分市場在分析期間的複合年成長率預計為 13.8%。

美國市場預估成長16億美元,中國複合年成長率11.2%

到 2023 年,美國智慧電網分析市場預計將達到 16 億美元。中國作為世界第二大經濟體,預計2030年市場規模將達21億美元,2023-2030年分析期間複合年成長率為11.2%。其他值得注意的區域市場包括日本和加拿大,在分析期間預計複合年成長率分別為 10.7% 和 10.3%。在歐洲,德國的複合年成長率預計約為 8.6%。

全球智慧電網分析市場—主要趨勢與促進因素總結

為什麼公共產業轉向智慧電網分析來提高效能?

對於尋求提高電網效率、可靠性和永續性的公共產業來說,智慧電網分析已變得至關重要。透過利用先進的資料分析工具,公共事業可以即時了解電網性能、檢測異常並預測設備故障。智慧電網分析有助於最佳化負載平衡、需量反應和能源分配,從而節省成本並提高客戶滿意度。隨著世界各地的公用事業公司尋求整合再生能源來源並遵守監管標準,智慧電網分析的採用正在加速並成為現代電網管理策略的關鍵要素。

推動智慧電網分析市場的技術創新有哪些?

由於人工智慧、機器學習和雲端運算的創新,智慧電網分析市場正在經歷快速成長。人工智慧和機器學習演算法支援資產管理、停電管理和需求預測的預測分析,幫助公共事業最佳化營運並降低成本。雲端基礎的分析平台提供擴充性和靈活性,使公共事業能夠有效管理大量資料。物聯網設備和邊緣運算的整合透過在電網邊緣實現即時資料處理進一步增強了智慧電網分析的能力。這些技術進步透過提高營運視覺性、增強決策能力和支援分散式能源資源的整合,正在改變電網管理。

哪個細分市場會引領智慧電網分析市場?

部署選項包括本地和雲端基礎的分析解決方案,雲端基礎的解決方案因其靈活性、擴充性和較低的初始成本而越來越受歡迎。儘管解決方案的類型千差萬別,例如電網最佳化、資產管理、負載預測和需量反應,但資產管理和需量反應解決方案在管理能源消耗和穩定電網運行方面發揮著關鍵作用,因此是市場領導者。應用涵蓋配電、輸電和發電,由於需要增強電網可靠性和客戶服務,配電公共事業公司佔據了最大佔有率。從地區來看,北美在早期技術採用的推動下主導了市場,而亞太地區由於智慧電網基礎設施投資增加,預計將顯著成長。

推動智慧電網分析市場成長的因素有哪些?

智慧電網分析市場的成長受到多種因素的推動,包括先進計量基礎設施 (AMI) 的日益採用、預測性維護和資產管理的需求以及對可再生能源整合的日益關注。智慧城市的擴張、擴大使用人工智慧和機器學習來進行資料主導的決策,以及雲端基礎的分析平台的市場開拓也支持了市場的成長。此外,電網可靠性和能源效率的強制性法規、電網現代化投資的增加以及公共產業和技術提供者之間合作的加強也推動了市場擴張。對分散式能源和微電網的日益重視也推動了對智慧電網分析解決方案的需求。

受訪企業範例(43家知名企業)

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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 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
  • 其他領域

第4章 比賽

簡介目錄
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