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市场调查报告书
商品编码
1541127
2024-2032 年公用事业和能源分析市场报告(按类型、部署、应用、垂直行业和地区)Utility and Energy Analytics Market Report by Type, Deployment, Application, Vertical, and Region 2024-2032 |
IMARC Group年,全球公用事业和能源分析市场规模达到 34 亿美元。对最大化电网和负载效率的不断增长的需求以及不断增长的电力需求正在推动市场成长。
主要市场驱动因素:由于商业、家庭和工业应用的饮用水消耗量不断增加,智慧水錶的使用量不断增加,为整个市场做出了贡献。
主要市场趋势:主要参与者正在提供可以测量资产资讯的解决方案,包括维护记录、资料历史记录、操作条件等,这正在加强市场成长。此外,它们还提供对营运的深入见解,帮助公用事业公司从成本高昂的基于时间的资产管理转向更明智、基于可靠性的方法。
竞争格局:全球市场上一些知名的公司包括 ABB Ltd.、BuildingIQ Inc.、Capgemini SE、国际商业机器公司、Oracle Corporation、SAP SE、SAS Institute Inc.、Schneider Electric SE、Siemens AG、Salesforce.com Inc. 、Teradata Corporation 和TIBCO Software Inc. 等。
地理趋势:北美在市场上表现出明显的主导地位,因为引入了新颖的方法,这些方法对于满足当前执行复杂历史分析和报告的需求具有重要意义。
挑战与机会:阻碍市场的挑战之一是产生可行见解的不同资料来源。然而,机器学习演算法的发展将在未来几年继续扩大市场。
人工智慧的不断融合
人工智慧 (AI) 和机器学习 (ML) 在公用事业和能源分析中的使用越来越多,透过实现更准确的预测和即时决策,正在改变产业。这些技术分析大量资料集来识别模式,从而使公用事业公司能够优化能源分配、更准确地预测需求、检测可能表明系统故障或效率低下的异常情况等。设备故障发生前预见到,这减少停机时间和维护成本。这反过来又提升了公用事业和能源分析市场的前景。例如,2023年10月,人工智慧电力预测领域的领导者之一Amperon Holdings, Inc.在Energize Capital领投的B轮融资中筹集了2000万美元,以从电网资料中释放更多价值。
增加智慧电网技术
包括智慧电錶和感测器在内的物联网 (IoT) 设备的使用日益广泛,正在提振市场。它们提供有关能源消耗和电网性能的即时资料。此外,这些资料使公用事业公司能够更有效地管理和监控能源流,快速响应停电或其他问题,减少能源损失等。持续性,这正在不断升级公用事业和能源分析市场的需求。例如,2024 年 7 月,西门子宣布与尼日利亚企业集团 PANA 基础设施建立合作伙伴关係,透过提供电网自动化实现尼日利亚电力基础设施的现代化。
日益关注网路安全
能源产业数位化的不断发展加剧了保护关键基础设施免受网路威胁的需求。此外,引入先进的分析工具来监控和分析网路活动、即时回应潜在的安全漏洞、侦测漏洞等,是另一个重要的成长诱导因素。此外,ABB的Ability网路安全套件和西门子的Spectrum Power等解决方案为公用事业公司提供了针对网路威胁的全面保护,使他们能够在保持营运效率的同时保护其数位资产。这代表了公用事业和能源分析市场价格趋势之一。
The global utility and energy analytics market size reached US$ 3.4 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 13.4 Billion by 2032, exhibiting a growth rate (CAGR) of 15.9% during 2024-2032. The rising need for maximizing grid and load efficiency, along with the inflating electricity requirements, are propelling the market growth.
Major Market Drivers: The rising usage of smart water meters, on account of the growing consumption of potable water for commercial, domestic, and industrial applications, is contributing to the overall market.
Key Market Trends: Key players are offering solutions that can measure information about an asset, including maintenance records, data history, operating conditions, etc., which is strengthening the market growth. Moreover, they also provide deep insights into operations, which aid utility companies in shifting from costly time-based asset management to a more informed, reliability-based approach.
Competitive Landscape: Some of the prominent companies in the global market include ABB Ltd., BuildingIQ Inc., Capgemini SE, International Business Machines Corporation, Oracle Corporation, SAP SE, SAS Institute Inc., Schneider Electric SE, Siemens AG, Salesforce.com Inc., Teradata Corporation, and TIBCO Software Inc., among many others.
Geographical Trends: North America exhibits a clear dominance in the market, owing to the introduction of novel approaches that are significant to meet the present need for performing complex historical analysis and reporting.
Challenges and Opportunities: One of the challenges hindering the market is the diverse data sources to generate actionable insights. However, the development of machine learning algorithms will continue to augment the market in the coming years.
Rising Integration of AI
The increasing use of artificial intelligence (AI) and machine learning (ML) in utility and energy analytics is transforming the industry by enabling more accurate predictions and real-time decision-making. These technologies analyze vast datasets to identify patterns, thereby allowing utilities to optimize energy distribution, forecast demand more accurately, detect anomalies that may indicate system failures or inefficiencies, etc. Moreover, AI-driven predictive maintenance can foresee equipment malfunctions before they occur, which reduces downtime and maintenance costs. This, in turn, is escalating the utility and energy analytics market outlook. For example, in October 2023, Amperon Holdings, Inc., one of the leaders in AI-powered electricity forecasts, raised US$ 20 Million in Series B funding led by Energize Capital to unlock more value from grid data.
Increasing Smart Grid Technologies
The growing use of the Internet of Things (IoT) devices, including smart meters and sensors, is bolstering the market. They provide real-time data on energy consumption and grid performance. Additionally, this data enables utilities to manage and monitor energy flow more efficiently, respond quickly to outages or other issues, reduce energy losses, etc. Smart grids, which integrate renewable energy sources and advanced analytics, enhance the reliability and sustainability of energy supply, which is escalating the utility and energy analytics market demand. For example, in July 2024, Siemens announced a partnership with Nigerian conglomerate PANA Infrastructure to modernize Nigeria's electric power infrastructure through the provision of grid automation.
Growing Focus on Cybersecurity
The rising digitalization of the energy sector is inflating the need to protect critical infrastructure from cyber threats. Additionally, the introduction of advanced analytics tools that monitor and analyze network activity, respond to potential security breaches in real-time, detect vulnerabilities, etc., is another significant growth-inducing factor. Furthermore, solutions like ABB's Ability Cyber Security suite and Siemens' Spectrum Power offer utilities comprehensive protection against cyber threats, enabling them to secure their digital assets while maintaining operational efficiency. This represents one of the utility and energy analytics market price trends.
IMARC Group provides an analysis of the key trends in each segment of the market, along with the utility and energy analytics market forecast at the global, regional, and country levels for 2024-2032. Our report has categorized the market based on the type, deployment, application, and vertical.
Solutions
Services
Solutions currently exhibit a clear dominance in the market
The report has provided a detailed breakup and analysis of the market based on the type. This includes solutions and services. According to the report, solutions represented the largest market segmentation.
Solutions represented the largest segmentation in the market due to their ability to provide comprehensive, actionable insights that drive operational efficiency and cost savings for utility companies. These solutions encompass a range of software and platforms designed to analyze energy consumption patterns, predict equipment failures, and optimize grid performance. For instance, General Electric's Predix platform offers advanced analytics for real-time monitoring and predictive maintenance of power plants, significantly reducing downtime and maintenance costs. Similarly, Siemens' EnergyIP suite helps utilities manage energy distribution more effectively by integrating data from smart meters and other sensors, enabling more accurate demand forecasting and load management. This, in turn, is elevating the utility and energy analytics market revenue in the segmentation.
Cloud-based
On-premises
Currently, cloud-based holds the largest utility and energy analytics market share
The report has provided a detailed breakup and analysis of the market based on the deployment. This includes cloud-based and on-premises. According to the report, cloud-based represented the largest market segmentation.
Cloud-based solutions represented the largest segmentation in the market due to their scalability, flexibility, and cost-efficiency, which are crucial for managing the vast amounts of data generated in the utility sector. These solutions enable utilities to store, process, and analyze data without the need for significant upfront investment in IT infrastructure. For example, IBM's Watson IoT Platform allows utility companies to collect and analyze data from smart grids in real time, offering insights that enhance operational efficiency and customer service. Similarly, Microsoft's Azure IoT Suite provides a robust framework for predictive maintenance and energy optimization by integrating data from various sources, including smart meters and renewable energy systems. As per the utility and energy analytics market overview, the cloud-based model also supports seamless updates and maintenance, ensuring that utilities can continuously leverage the latest analytics technologies.
Load Forecasting
Customer Analytics
Grid Analytics
Asset Management
Smart Meter Analytics
Others
Among these, smart meter analytics currently hold the largest utility and energy analytics market value
The report has provided a detailed breakup and analysis of the market based on the application. This includes load forecasting, customer analytics, grid analytics, asset management, smart meter analytics, and others. According to the report, smart meter analytics represented the largest market segmentation.
Smart meter analytics play a critical role in providing detailed, real-time data on energy consumption patterns, which is essential for improving grid efficiency and customer engagement. Smart meters collect granular data that can be analyzed to detect usage trends, forecast demand, and identify potential issues before they escalate. For instance, companies like Itron offer smart meter analytics solutions that enable utilities to optimize their distribution networks and reduce operational costs by identifying and addressing inefficiencies. The ability to harness smart meter data for both operational excellence and customer satisfaction drives the substantial adoption of smart meter analytics, making it the leading segment in the utility and energy analytics market statistics.
Oil and Gas
Renewable Energy
Nuclear Power
Electricity
Water
Others
Oil and gas accounts for the majority of the total market share
The report has provided a detailed breakup and analysis of the market based on the vertical. This includes oil and gas, renewable energy, nuclear power, electricity, water, and others. According to the report, oil and gas represented the largest market segmentation.
The oil and gas sector industry's extensive data requirements are propelling the segment's growth. Advanced analytics solutions are essential for managing the vast amounts of data generated from exploration, drilling, and production activities. For instance, Schlumberger's DELFI cognitive E&P environment uses cloud-based analytics to enhance decision-making by integrating data from various sources, enabling more efficient exploration and production processes. Similarly, Halliburton's DecisionSpace 365 offers real-time analytics to optimize well construction and reservoir management, significantly improving operational efficiency and reducing downtime. The use of predictive analytics in maintenance also helps in foreseeing equipment failures, thereby minimizing costly disruptions, which will continue to drive the utility and energy analytics market segmentation in the coming years.
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
North America currently dominates the market
The utility and energy analytics market research report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, and others); Europe (Germany, France, the United Kingdom, Italy, Spain, Russia, and others); Latin America (Brazil, Mexico, and others); and the Middle East and Africa. According to the report, North America accounted for the largest market share.
Rising energy requirements are augmenting the regional market. Moreover, the expanding advanced metering infrastructure (AMI) is another significant growth-inducing factor. According to the U.S. Energy Information Administration (EIA), the residential sector saw the highest rate of AMI adoption in the nation. Furthermore, the Institute for Electric Efficiency predicted that by 2024, there will be 90 million smart electricity meters shipped annually in the U.S., up from 61 million in 2015. This, in turn, is anticipated to fuel the market in North America over the forecasted period.
ABB Ltd.
BuildingIQ Inc.
Capgemini SE
International Business Machines Corporation
Oracle Corporation
SAP SE
SAS Institute Inc.
Schneider Electric SE
Siemens AG
Salesforce.com Inc.
Teradata Corporation
TIBCO Software Inc.
(Please note that this is only a partial list of the key players, and the complete list is provided in the report.)
May 2024: Honeywell launched Honeywell Forge Performance+, a platform designed to enhance the operations and performance of utility grid assets and IT investments.
March 2024: Amperon, an AI-powered utility and energy analytics company, announced the re-platforming of its technology onto Microsoft Azure to deliver AI technology for the energy sector.
March 2024: Ascend Analytics, a leading provider of energy transition analytics solutions, secured a strategic growth investment led by Rubicon Technology Partners to expand its suite of analytics solutions.