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市场调查报告书
商品编码
1564061

智慧电网分析的全球市场

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个工作天内

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简介目录

到 2030 年，全球智慧电网分析市场将达到 136 亿美元

全球智慧电网分析市场预计 2023 年为 61 亿美元，预计到 2030 年将达到 136 亿美元，2023 年至 2030 年复合年增长率为 12.1%。资产管理是本报告分析的细分市场之一，预计复合年增长率为 10.6%，到分析期结束时将达到 41 亿美元。 AMI Analytics 细分市场在分析期间的复合年增长率预计为 13.8%。

美国市场预估成长16亿美元，中国复合年增长率11.2%

到 2023 年，美国智慧电网分析市场预计将达到 16 亿美元。中国作为世界第二大经济体，预计2030年市场规模将达21亿美元，2023-2030年分析期间复合年增长率为11.2%。其他值得注意的区域市场包括日本和加拿大，在分析期间预计复合年增长率分别为 10.7% 和 10.3%。在欧洲，德国的复合年增长率预计约为 8.6%。

全球智慧电网分析市场—主要趋势与驱动因素总结

为什么公共产业转向智慧电网分析来提高效能？

对于寻求提高电网效率、可靠性和永续性的公共产业来说，智慧电网分析已变得至关重要。透过利用先进的资料分析工具，公共事业可以即时了解电网性能、检测异常并预测设备故障。智慧电网分析有助于优化负载平衡、需量反应和能源分配，从而节省成本并提高客户满意度。随着世界各地的公用事业公司寻求整合再生能源来源并遵守监管标准，智慧电网分析的采用正在加速并成为现代电网管理策略的关键要素。

推动智慧电网分析市场的技术创新有哪些？

由于人工智慧、机器学习和云端运算的创新，智慧电网分析市场正在经历快速成长。人工智慧和机器学习演算法支援资产管理、停电管理和需求预测的预测分析，帮助公共事业优化营运并降低成本。云端基础的分析平台提供扩充性和灵活性，使公共事业能够有效管理大量资料。物联网设备和边缘运算的整合透过在电网边缘实现即时资料处理进一步增强了智慧电网分析的能力。这些技术进步透过提高营运视觉性、增强决策能力和支援分散式能源资源的整合，正在改变电网管理。

哪个细分市场会引领智慧电网分析市场？

部署选项包括本地和云端基础的分析解决方案，云端基础的解决方案因其灵活性、扩充性和较低的初始成本而越来越受欢迎。儘管解决方案的类型千差万别，例如电网优化、资产管理、负载预测和需量反应，但资产管理和需量反应解决方案在管理能源消耗和稳定电网运行方面发挥着关键作用，因此是市场领导者。应用涵盖配电、输电和发电，由于需要增强电网可靠性和客户服务，配电公共事业公司占据了最大份额。从地区来看，北美在早期技术采用的推动下主导了市场，而亚太地区由于智慧电网基础设施投资增加，预计将显着成长。

推动智慧电网分析市场成长的因素有哪些？

智慧电网分析市场的成长受到多种因素的推动，包括先进计量基础设施 (AMI) 的日益采用、预测性维护和资产管理的需求以及对可再生能源整合的日益关注。智慧城市的扩张、越来越多地使用人工智慧和机器学习来进行资料主导的决策，以及云端基础的分析平台的市场开拓也支持了市场的成长。此外，电网可靠性和能源效率的强制性法规、电网现代化投资的增加以及公共产业和技术提供者之间合作的加强也推动了市场扩张。对分散式能源和微电网的日益重视也推动了对智慧电网分析解决方案的需求。

受访企业范例（43家知名企业）

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

目录

第一章调查方法

第 2 章执行摘要

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

第三章市场分析

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

第四章 比赛

简介目录
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