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市场调查报告书
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1868947

智慧电网分析市场按应用、组件、部署类型和最终用户划分 - 全球预测 2025-2032 年

Smart Grid Analytics Market by Application, Component, Deployment Mode, End User - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 197 Pages | 商品交期: 最快1-2个工作天内

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预计到 2032 年，智慧电网分析市场将成长至 218 亿美元，复合年增长率为 13.08%。

关键市场统计数据
基准年 2024 81.5亿美元
预计年份：2025年 92.1亿美元
预测年份 2032 218亿美元
复合年增长率 (%) 13.08%

本文提供了一个简洁的策略框架，阐述了为什么先进的分析技术对于希望提高可靠性、韧性和以客户为中心的公共产业公司来说至关重要。

公共产业和电网营运商正处于技术快速发展的时代，传统营运实践与先进的分析技术、分散式能源、电气化趋势以及不断变化的监管要求相互交织。智慧电网分析如今已成为关键的连接要素，能够实现更明智的资产管理、更具弹性的停电响应以及更细緻的客户参与。本文总结了重塑策略重点的核心驱动因素，并阐述了为何对分析技术的投资正迅速从先导计画转向企业级专案。

全面展示了推动电网运作和投资决策系统性变革的技术因素和监管因素的整合。

电力系统格局正因技术和监管变革的整合而转变，这些变革共同重塑公共产业的规划、营运和投资方式。边缘分析和串流资料架构使即时决策更贴近现场资产，从而实现更快的故障隔离和更精准的负载控制。同时，分散式能源和电动车充电的普及加剧了负载波动，促使人们开展以短期预测和配电优化为重点的分析倡议。

深入检验近期关税政策如何重塑电网现代化专案中的采购、在地化和软体驱动型策略

美国2025年实施的累积关税相关政策措施，对电网现代化计画的供应链、筹资策略和投资时机产生了多方面的影响。对智慧电网部署中常用组件征收的关税，增加了电錶、变压器、开关设备和电力电子设备等设备的进口成本，从而影响采购谈判和供应商选择策略。如果关税导致到岸成本上升，公共产业和系统整合商在製定设备和维护合约时，将重新评估短期价格上涨与长期服务协议之间的权衡。

深入的细分洞察，解释应用程式、元件、部署模式和最终用户原型如何决定分析需求和市场推广策略。

基于细分主导的智慧电网分析能够根据应用、组件、部署和最终用户类型，识别价值创造领域和能力差距。应用领域包括资产效能管理、需量反应管理、配电管理、窃盗侦测、网路分析和停电管理。资产性能管理涵盖输电线路、变电站、开关设备和变压器，每个环节都需要专门的预测性维护模型和生命週期策略。需量反应管理涵盖商业/工业、微电网和住宅领域，每个领域对预测精度、客户参与方式和奖励机制的要求各不相同。配电管理包括高阶配电管理系统 (ADMS)、电压降低策略以及电压和无功功率最佳化，与 GIS 和 SCADA 的整合对于实现分析的运作至关重要。窃电检测涵盖从高级分析模型到基于 AMI 的检测，结合了模式识别和电錶查询功能。网路分析包括电网规划分析、负载预测和电能品质分析，这些分析指南资本规划和短期营运。故障管理涵盖工作团队管理、故障定位和隔离、服务恢復以及利用行动装置进行情境察觉的广泛服务恢復计划。

细緻入微的区域分析，重点阐述了监管、基础设施和市场成熟度的差异如何影响分析重点和采取路径。

区域趋势对全球分析能力的优先顺序、部署和监管方式有着深远的影响。在美洲，投资重点在于增强电网韧性、管理老旧资产以及整合分散式能源，而采购往往受到州和联邦政策奖励的影响。该地区的法规结构日益要求提交绩效报告并采用韧性指标，从而鼓励公共产业采用能够量化改善停电持续时间、频率和客户影响的分析技术。

策略企业观点：产品创新、整合的伙伴关係以及经实践验证的营运成果将决定企业在分析生态系统中的竞争地位。

智慧电网分析生态系统中的主要企业正在推进软体、服务和整合系统方面的解决方案，以满足不断变化的公用事业需求。竞争格局有利于那些兼具深厚领域知识和强大工程能力的企业，这些企业能够快速开发模型、进行可靠的数据检验，并与营运系统无缝整合。支援开放标准、提供清晰的产品演进蓝图，并拥有可靠的客户案例证明其可靠性和安全性的企业，将赢得采购相关人员的更多信任。

经营团队的实用指南：如何在优先考虑快速见效、加强管治和降低采购风险的同时，扩大营运中分析技术的应用

产业领导者在将分析技术纳入电网现代化蓝图时，应采取务实、以结果为导向的方法。优先考虑那些能在短期内带来可衡量营运效益的分析案例，并明确定义切实可行的业务成果，例如提高可靠性、降低成本和改善客户体验。早期所取得的成功能够增强组织凝聚力，并为更广泛的应用建立管治先例。前期投资对资料管治、模型检验和网路安全的投入至关重要，以确保分析结果能够获得现场操作人员和合规团队的信任。

采用严谨的混合调查方法，结合专家访谈、文件分析和迭代检验，并以透明的解释确保其实际相关性。

本分析的调查方法融合了多种定性和定量方法，以确保研究结果的稳健性、可重复性和实际应用价值。主要研究工作包括对公共产业高管、营运经理和技术负责人进行结构化访谈，并辅以与电网工程师和分析从业人员的深入技术讨论。这些对话提供了关于实施挑战、模型采用障碍以及与旧有系统整合所需运行要求的第一手资讯。

总之，摘要强调，将分析融入核心营运流程对于持续改善韧性和资产管理至关重要。

总之，智慧电网分析是一项基础性能力，它将对现代电力系统的运作韧性、资产管理和客户体验产生实际的影响。即时数据、先进建模技术和互通公共产业的整合将使电力公司能够从被动应对危机转向预测性、优化营运。然而，要充分发挥这一潜力，需要严格的管治、对可靠分析能力的定向投资，以及考虑供应链和政策风险的务实筹资策略。

目录

第一章：序言

第二章调查方法

第三章执行摘要

第四章 市场概览

第五章 市场洞察

  • 整合人工智慧驱动的负载预测和即时电网优化演算法以提高效率
  • 实施先进的AMI资料分析平台，以改善故障预测和回应能力
  • 推出一种用于低延迟处理分散式能源资源资料的边缘运算解决方案
  • 采用基于区块链的能源交易技术建立安全的P2P电力交易网络
  • 利用数位双胞胎进行智慧电网基础设施的预测性维护和弹性建模
  • 透过扩展多能源系统分析，整合电力、天然气、热能和储能，实现全面优化。
  • 将机器学习应用于电网网路安全中的异常检测和威胁缓解策略
  • 透过整合电动车充电数据分析来平衡负载需求和电网稳定性
  • 推出面向可扩展智慧电网资料管理和远端监控解决方案的云端原生平台
  • 利用深度学习结合高解析度天气模拟提高综合可再生能源预测的准确性

第六章：美国关税的累积影响，2025年

第七章：人工智慧的累积影响，2025年

第八章：智慧电网分析市场（按应用领域划分）

  • 资产绩效管理
    • 配电线路
    • 变电站
    • 开关设备
    • 变压器
  • 需量反应管理
    • 用于商业和工业用途
    • 微型电网
    • 住宅
  • 配电管理
    • 高阶分销管理系统
    • 透过降低电压来节约电力
    • 电压和无功功率优化
  • 窃盗检测
    • 进阶分析模型
    • 基于Ami的检测
  • 网路分析
    • 输配电网路规划分析
    • 负荷预测
    • 电能品质分析
  • 停电管理
    • 员工管理
    • 故障定位、隔离和服务恢復
    • 服务恢復

9. 智慧电网组件市场分析

  • 服务
    • 咨询
    • 一体化
    • 支援与维护
  • 软体
    • 分析软体
    • GIS集成
    • 行动解决方案
    • SCADA集成
    • 视觉化工具

第十章 依部署模式分類的智慧电网分析市场

  • 云
    • 混合云端
    • 私有云端
    • 公共云端
  • 本地部署
    • 基于Linux
    • 基于Windows

第十一章 智慧电网分析市场（以最终用户划分）

  • 合作公共产业
    • 电力分配合作社
    • 发电合作社
  • 电力分配公司
    • 地方政府配电公司
    • 私营电力分配公司
  • 投资者所有的公共产业
    • 电力分配业务
    • 电力传输业务
  • 公共电业务
    • 地方政府公共产业
    • 州公共产业
  • 输电公司
    • 独立系统营运商
    • 区域输电组织

第十二章：智慧电网分析市场（按地区划分）

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 欧洲、中东和非洲
    • 欧洲
    • 中东
    • 非洲
  • 亚太地区

第十三章 智慧电网分析市场（按组别划分）

  • ASEAN
  • GCC
  • EU
  • BRICS
  • G7
  • NATO

第十四章 各国智慧电网分析市场

  • 美国
  • 加拿大
  • 墨西哥
  • 巴西
  • 英国
  • 德国
  • 法国
  • 俄罗斯
  • 义大利
  • 西班牙
  • 中国
  • 印度
  • 日本
  • 澳洲
  • 韩国

第十五章 竞争格局

  • 2024年市占率分析
  • FPNV定位矩阵，2024
  • 竞争分析
    • General Electric Company
    • Siemens AG
    • International Business Machines Corporation
    • Schneider Electric SE
    • Honeywell International Inc.
    • ABB Ltd
    • Oracle Corporation
    • Itron, Inc.
    • Landis+Gyr AG
    • Cisco Systems, Inc.
Product Code: MRR-4F7B2F382F2A

The Smart Grid Analytics Market is projected to grow by USD 21.80 billion at a CAGR of 13.08% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 8.15 billion
Estimated Year [2025] USD 9.21 billion
Forecast Year [2032] USD 21.80 billion
CAGR (%) 13.08%

Concise strategic framing of why advanced analytics has become mission critical for utilities seeking improved reliability, resilience, and customer centricity

Utilities and grid operators are navigating an era of rapid technological evolution where traditional operational practices are intersecting with advanced analytics, distributed energy resources, electrification trends, and evolving regulatory expectations. Smart grid analytics now serve as the connective tissue enabling more informed asset management, more resilient outage response, and more granular customer engagement. This introduction synthesizes the core drivers reshaping strategic priorities and frames why analytics investments are rapidly moving from pilot projects to enterprise-grade programs.

Increasing digitalization of utility infrastructure has dramatically expanded the volume and variety of data available from smart meters, sensors, supervisory control and data acquisition systems, and third party DER platforms. Consequently, analytics capabilities are expected to bridge operational silos, delivering probabilistic insights that improve asset health decisions, enhance demand response orchestration, and accelerate restoration workflows. Moreover, stakeholders are placing greater emphasis on cybersecurity, data governance, and interoperable architectures to ensure analytics deliverable are trustworthy, auditable, and scalable across hybrid deployment models.

Taken together, these forces underline a strategic pivot: grid analytics is no longer an enabling curiosity but a mission-critical capability that materially influences reliability, cost control, and regulatory compliance. Organizations that define clear business outcomes for analytics, align them with modernization roadmaps, and commit to iterative capability development will be better positioned to extract sustained value and improve long-term resilience.

Comprehensive articulation of the converging technological and regulatory forces driving systemic transformation in grid operations and investment decision making

The landscape of power systems is transforming through converging technological and regulatory shifts that collectively alter how utilities plan, operate, and invest. Edge analytics and streaming data architectures are moving real-time decisioning closer to field assets, enabling faster fault isolation and more precise load control. Concurrently, the proliferation of distributed energy resources and electric vehicle charging is increasing load variability, prompting analytics initiatives that emphasize short-term forecasting and distributed optimization.

Artificial intelligence and machine learning techniques are being applied across the grid lifecycle to detect anomalous behavior, predict equipment failures, and identify energy theft with greater accuracy than legacy rule-based systems. At the same time, interoperability standards and open APIs are reducing integration friction among GIS, SCADA, and mobile workforce platforms, which accelerates the deployment of cross-functional workflows that tie analytics outputs directly to operational actions.

Financially, there is growing attention on total cost of ownership for analytics solutions, driving demand for reusable models, modular architectures, and cloud-enabled delivery that balance agility with security. Regulatory priorities focused on resiliency, service quality, and equitable access to clean energy are incentivizing data-driven programs that improve outage performance, enable targeted demand response, and support vulnerable customer populations. These transformative shifts are reshaping procurement criteria, partnership models, and capability roadmaps across utilities and their technology suppliers.

In depth examination of how recent tariff measures are reshaping procurement, localization, and software centric strategies across grid modernization programs

The cumulative policy actions relating to tariffs instituted in the United States in two thousand twenty five have a multi-dimensional impact on supply chains, procurement strategies, and investment timing for grid modernization programs. Tariffs on components commonly used in smart grid implementations can increase import costs for equipment such as meters, transformers, switchgear, and power electronics, which in turn affects procurement negotiations and vendor selection strategies. Where tariffs raise landed costs, utilities and integrators reassess tradeoffs between short-term price increases and long-term service agreements when specifying equipment and maintenance contracts.

In response to increased import tariffs, many stakeholders accelerate localization strategies and deepen partnerships with domestic manufacturers to mitigate exposure to external policy volatility. This transition often involves reassessing inventory policies, increasing forward procurement for critical long-lead items, and evaluating contract clauses to allocate tariff risk. At an architectural level, higher hardware cost pressures create incentives to prioritize software-centric value propositions that extract more life-cycle value from existing assets through analytics, prognostics, and condition-based maintenance approaches.

Policy-driven cost shifts also influence project phasing and capital allocation. Project sponsors may delay noncritical deployments, reprioritize investments that deliver the quickest reliability returns, or seek alternative funding vehicles such as federal or state modernization grants to offset tariff-driven cost increases. For vendors and integrators, the tariff environment catalyzes supply chain diversification, the enhancement of domestic manufacturing footprints, and greater emphasis on transparent total cost models that help customers navigate elevated procurement risk.

Deep segmentation insight explaining how applications, components, deployment modes, and end user archetypes determine analytics requirements and go to market approaches

A segment-driven understanding of smart grid analytics clarifies where value is being captured and where capability gaps persist across applications, components, deployment modes, and end user types. Application domains include asset performance management, demand response management, distribution management, energy theft detection, network analytics, and outage management. Asset performance management itself spans lines, substations, switchgear, and transformers, each demanding tailored prognostic models and lifecycle strategies. Demand response management covers commercial industrial, microgrid, and residential segments, which require differentiated forecasting fidelity, customer engagement pathways, and incentive orchestration. Distribution management encompasses advanced distribution management systems, conservation voltage reduction, and volt var optimization, where integration with GIS and SCADA is essential to operationalize analytics. Energy theft detection ranges from advanced analytical models to AMI based detection, combining pattern recognition with meter interrogation capabilities. Network analytics includes grid planning analytics, load forecasting, and power quality analytics that inform both capital planning and short-term operations. Outage management extends across crew management, fault location isolation and service restoration, and broader service restoration planning that benefits from mobile-enabled situational awareness.

Component segmentation clarifies vendor and procurement choices by distinguishing services from software. Services comprise consulting, integration, and support and maintenance, which are critical for successful deployment and adoption. Software divides into analytics software, GIS integration, mobile solutions, SCADA integration, and visualization tools that together shape the end-to-end technical stack. Deployment mode identifies cloud and on premise trajectories, with cloud options including hybrid cloud, private cloud, and public cloud deployments that offer varying degrees of scalability and compliance framing, while on premise options distinguish Linux based and Windows based environments that impact operational management and interoperability. End user segmentation differentiates cooperative utilities, distribution operators, investor owned utilities, public power utilities, and transmission operators. Cooperative utilities have further nuance between distribution cooperatives and generation cooperatives, distribution operators split into municipal distribution operators and private distribution operators, investor owned utilities span distribution utilities and transmission utilities, public power utilities include municipal utilities and state utilities, and transmission operators are represented by independent system operators and regional transmission organizations. These segment distinctions guide product roadmaps, commercial models, and implementation approaches so that analytics are tailored to technical constraints, governance structures, and operational priorities.

Nuanced regional analysis highlighting how regulatory, infrastructure, and market maturity differences influence analytics priorities and deployment pathways

Regional dynamics exert a profound influence on how analytics capabilities are prioritized, implemented, and regulated across the globe. In the Americas, investment focus tends to emphasize grid resilience, aging asset management, and integration of distributed energy resources, with procurement often influenced by state and federal policy incentives. Regulatory frameworks in this region increasingly mandate performance reporting and resilience metrics, prompting utilities to adopt analytics that can demonstrate quantifiable improvements in outage duration, frequency, and customer impact.

Europe, Middle East & Africa demonstrate varied trajectories driven by decarbonization mandates, rapid urbanization, and infrastructure renewal needs. European markets often prioritize interoperability, data privacy, and standards compliance, whereas markets in the Middle East and Africa frequently emphasize rapid scalability and grid expansion to serve growing demand centers. Across this broad region, analytics solutions must accommodate diverse grid topologies, regulatory regimes, and investment capacities, which favors modular, adaptable approaches that can be localized without large reengineering efforts.

Asia Pacific features a mix of highly digitalized markets pushing advanced forecasting and real time control, alongside rapidly developing grids where analytics can accelerate leapfrog modernization. The region's emphasis on manufacturing and technology ecosystems supports vibrant local supplier networks, while aggressive electrification and renewable deployment necessitate precise load management and planning analytics. Taken together, regional insights underscore the need for flexible deployment models, culturally aware customer engagement strategies, and commercially pragmatic architectures that align with regional regulatory and operational realities.

Strategic corporate perspective on how product innovation, integration partnerships, and demonstration of operational outcomes determine competitive positioning in the analytics ecosystem

Leading companies in the smart grid analytics ecosystem are advancing solutions across software, services, and integrated systems to meet evolving utility requirements. Competitive dynamics favor organizations that combine deep domain expertise with strong engineering capabilities that enable rapid model development, robust data validation, and seamless integration with operational systems. Companies that support open standards, provide clear roadmaps for product evolution, and demonstrate strong customer references for reliability and security earn higher trust among procurement stakeholders.

Strategic partnerships between technology vendors, system integrators, and equipment manufacturers are increasingly common as they allow for end-to-end offerings that reduce implementation complexity. Successful companies emphasize modular architectures that allow customers to pilot discrete applications, such as outage management or asset health, and then expand incrementally. Vendors that invest in explainable models, comprehensive training programs for operational staff, and service bundles that guarantee performance outcomes stand out in procurement evaluations.

Mergers and acquisitions activity, strategic alliances, and ecosystem plays are shaping the competitive landscape as incumbents seek complementary analytics capabilities and new entrants differentiate on specialized domain expertise or rapid deployment models. Ultimately, the companies that balance innovation with operational rigor and provide clear economic and reliability outcomes for customers are best positioned to capture long-term engagements with utilities and transmission organizations.

Action oriented guidance for utility executives to prioritize quick wins, strengthen governance, and de risk procurement while scaling analytics across operations

Industry leaders should adopt a pragmatic, outcomes focused approach when embedding analytics into grid modernization roadmaps. Begin by articulating discrete business outcomes tied to reliability, cost avoidance, or customer experience improvements, and prioritize analytics use cases that deliver measurable operational gains within short implementation horizons. Early wins build organizational momentum and create the governance precedent for wider adoption. Invest in data governance, model validation, and cybersecurity up front to ensure analytics outputs are trusted by field operators and compliance teams alike.

Forge partnerships that reduce integration friction and accelerate time to value. Select vendors and integrators that demonstrate deep operational references, predictable delivery models, and the ability to operate across hybrid deployment patterns. Simultaneously, cultivate inhouse capability through targeted training and by embedding analytics liaisons within operational teams to close the feedback loop between model outputs and field actions. Adopt modular procurement approaches that allow for phased investments and leverage service agreements to sustain model performance and continuous improvement.

Finally, scenario test procurement and deployment plans against potential policy and supply chain shocks, and establish contingency pathways such as diversified suppliers, domestic manufacturing partners, or enhanced inventory strategies. By combining clear outcome orientation, strong governance, and adaptive supply chain planning, industry leaders can accelerate modernization while managing risk and delivering durable operational benefits.

Transparent explanation of the rigorous mixed methods research approach combining expert interviews, document analysis, and iterative validation to ensure practical relevance

The research methodology underpinning this analysis integrates multiple qualitative and quantitative approaches to ensure robustness, reproducibility, and practical relevance. Primary research included structured interviews with utility executives, operations leaders, and technology integrators, supplemented by detailed technical discussions with grid engineers and analytics practitioners. These engagements provided first hand insight into implementation challenges, model adoption barriers, and operational requirements for integration with legacy systems.

Secondary research involved systematic review of technical white papers, regulatory filings, product technical specifications, and public policy announcements to contextualize trends and validate thematic conclusions. Data triangulation was used to reconcile differing viewpoints and to ensure that conclusions are supported by multiple evidence streams. The methodology emphasizes transparency in source attribution for qualitative insights even where proprietary or confidential operational details limit public disclosure.

Throughout the research process, iterative validation workshops were conducted with subject matter experts to stress test assumptions and refine recommendations. Emphasis was placed on practical applicability, so that the resulting guidance aligns with real world procurement cycles, implementation constraints, and governance expectations faced by utilities and transmission organizations.

Conclusive summary emphasizing the imperative to integrate analytics into core operational processes to achieve durable improvements in resilience and asset management

In conclusion, smart grid analytics is a foundational capability that materially influences operational resilience, asset stewardship, and customer outcomes across modern power systems. The convergence of real time data, advanced modeling techniques, and interoperable architectures enables utilities to move from reactive firefighting to predictive, optimized operations. However, realizing this potential requires disciplined governance, targeted investments in trusted analytics capabilities, and pragmatic procurement strategies that account for supply chain and policy risks.

Stakeholders that adopt modular deployment approaches, invest in workforce enablement, and prioritize demonstrable operational outcomes will be better positioned to navigate evolving regulatory expectations and to integrate distributed resources at scale. The strategic imperative is clear: analytics must be embedded into core operational processes, not siloed as experimental projects, for long term benefits to accrue. By aligning technical roadmaps with business outcomes and by forming partnerships that reduce integration friction, organizations can accelerate modernization in a manner that is secure, resilient, and economically justified.

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Integration of AI-driven load forecasting and real-time grid optimization algorithms for improved efficiency
  • 5.2. Deployment of advanced AMI data analytics platforms to enhance outage prediction and response
  • 5.3. Implementation of edge computing solutions for low-latency processing of distributed energy resource data
  • 5.4. Adoption of blockchain-based energy transactions for secure peer-to-peer power trading networks
  • 5.5. Utilization of digital twins for predictive maintenance and resilience modeling in smart grid infrastructure
  • 5.6. Expansion of multi-energy system analytics combining electricity, gas, heat, and storage for holistic optimization
  • 5.7. Application of machine learning for anomaly detection in grid cybersecurity and threat mitigation strategies
  • 5.8. Integration of electric vehicle charging data analytics to balance load demands and grid stability
  • 5.9. Deployment of cloud-native platforms for scalable smart grid data management and remote monitoring solutions
  • 5.10. Enhancement of renewable integration forecasting using deep learning combined with high-resolution weather simulations

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Smart Grid Analytics Market, by Application

  • 8.1. Asset Performance Management
    • 8.1.1. Lines
    • 8.1.2. Substations
    • 8.1.3. Switchgear
    • 8.1.4. Transformers
  • 8.2. Demand Response Management
    • 8.2.1. Commercial Industrial
    • 8.2.2. Microgrid
    • 8.2.3. Residential
  • 8.3. Distribution Management
    • 8.3.1. Advanced Distribution Management System
    • 8.3.2. Conservation Voltage Reduction
    • 8.3.3. Volt Var Optimization
  • 8.4. Energy Theft Detection
    • 8.4.1. Advanced Analytical Models
    • 8.4.2. Ami Based Detection
  • 8.5. Network Analytics
    • 8.5.1. Grid Planning Analytics
    • 8.5.2. Load Forecasting
    • 8.5.3. Power Quality Analytics
  • 8.6. Outage Management
    • 8.6.1. Crew Management
    • 8.6.2. Fault Location Isolation Service Restoration
    • 8.6.3. Service Restoration

9. Smart Grid Analytics Market, by Component

  • 9.1. Services
    • 9.1.1. Consulting
    • 9.1.2. Integration
    • 9.1.3. Support And Maintenance
  • 9.2. Software
    • 9.2.1. Analytics Software
    • 9.2.2. Gis Integration
    • 9.2.3. Mobile Solutions
    • 9.2.4. Scada Integration
    • 9.2.5. Visualization Tools

10. Smart Grid Analytics Market, by Deployment Mode

  • 10.1. Cloud
    • 10.1.1. Hybrid Cloud
    • 10.1.2. Private Cloud
    • 10.1.3. Public Cloud
  • 10.2. On Premise
    • 10.2.1. Linux Based
    • 10.2.2. Windows Based

11. Smart Grid Analytics Market, by End User

  • 11.1. Cooperative Utilities
    • 11.1.1. Distribution Cooperatives
    • 11.1.2. Generation Cooperatives
  • 11.2. Distribution Operators
    • 11.2.1. Municipal Distribution Operators
    • 11.2.2. Private Distribution Operators
  • 11.3. Investor Owned Utilities
    • 11.3.1. Distribution Utilities
    • 11.3.2. Transmission Utilities
  • 11.4. Public Power Utilities
    • 11.4.1. Municipal Utilities
    • 11.4.2. State Utilities
  • 11.5. Transmission Operators
    • 11.5.1. Independent System Operators
    • 11.5.2. Regional Transmission Organizations

12. Smart Grid Analytics Market, by Region

  • 12.1. Americas
    • 12.1.1. North America
    • 12.1.2. Latin America
  • 12.2. Europe, Middle East & Africa
    • 12.2.1. Europe
    • 12.2.2. Middle East
    • 12.2.3. Africa
  • 12.3. Asia-Pacific

13. Smart Grid Analytics Market, by Group

  • 13.1. ASEAN
  • 13.2. GCC
  • 13.3. European Union
  • 13.4. BRICS
  • 13.5. G7
  • 13.6. NATO

14. Smart Grid Analytics Market, by Country

  • 14.1. United States
  • 14.2. Canada
  • 14.3. Mexico
  • 14.4. Brazil
  • 14.5. United Kingdom
  • 14.6. Germany
  • 14.7. France
  • 14.8. Russia
  • 14.9. Italy
  • 14.10. Spain
  • 14.11. China
  • 14.12. India
  • 14.13. Japan
  • 14.14. Australia
  • 14.15. South Korea

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2024
  • 15.2. FPNV Positioning Matrix, 2024
  • 15.3. Competitive Analysis
    • 15.3.1. General Electric Company
    • 15.3.2. Siemens AG
    • 15.3.3. International Business Machines Corporation
    • 15.3.4. Schneider Electric SE
    • 15.3.5. Honeywell International Inc.
    • 15.3.6. ABB Ltd
    • 15.3.7. Oracle Corporation
    • 15.3.8. Itron, Inc.
    • 15.3.9. Landis+Gyr AG
    • 15.3.10. Cisco Systems, Inc.

LIST OF FIGURES

  • FIGURE 1. GLOBAL SMART GRID ANALYTICS MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMPONENT, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY END USER, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY END USER, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 11. AMERICAS SMART GRID ANALYTICS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. NORTH AMERICA SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 13. LATIN AMERICA SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. EUROPE, MIDDLE EAST & AFRICA SMART GRID ANALYTICS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. EUROPE SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. MIDDLE EAST SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. AFRICA SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. ASEAN SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. GCC SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. EUROPEAN UNION SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. BRICS SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. G7 SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. NATO SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. SMART GRID ANALYTICS MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 28. SMART GRID ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. SMART GRID ANALYTICS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL SMART GRID ANALYTICS MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL SMART GRID ANALYTICS MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUBSTATIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUBSTATIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUBSTATIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUBSTATIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUBSTATIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUBSTATIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SWITCHGEAR, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SWITCHGEAR, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SWITCHGEAR, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SWITCHGEAR, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SWITCHGEAR, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SWITCHGEAR, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY TRANSFORMERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY TRANSFORMERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY TRANSFORMERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY TRANSFORMERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY TRANSFORMERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY TRANSFORMERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEMAND RESPONSE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMMERCIAL INDUSTRIAL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMMERCIAL INDUSTRIAL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMMERCIAL INDUSTRIAL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMMERCIAL INDUSTRIAL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMMERCIAL INDUSTRIAL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMMERCIAL INDUSTRIAL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MICROGRID, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MICROGRID, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MICROGRID, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MICROGRID, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MICROGRID, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MICROGRID, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY RESIDENTIAL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY RESIDENTIAL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY RESIDENTIAL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY RESIDENTIAL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY RESIDENTIAL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY RESIDENTIAL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED DISTRIBUTION MANAGEMENT SYSTEM, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED DISTRIBUTION MANAGEMENT SYSTEM, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED DISTRIBUTION MANAGEMENT SYSTEM, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED DISTRIBUTION MANAGEMENT SYSTEM, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED DISTRIBUTION MANAGEMENT SYSTEM, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED DISTRIBUTION MANAGEMENT SYSTEM, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSERVATION VOLTAGE REDUCTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSERVATION VOLTAGE REDUCTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSERVATION VOLTAGE REDUCTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSERVATION VOLTAGE REDUCTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSERVATION VOLTAGE REDUCTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSERVATION VOLTAGE REDUCTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VOLT VAR OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VOLT VAR OPTIMIZATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VOLT VAR OPTIMIZATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VOLT VAR OPTIMIZATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VOLT VAR OPTIMIZATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VOLT VAR OPTIMIZATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ENERGY THEFT DETECTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED ANALYTICAL MODELS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED ANALYTICAL MODELS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED ANALYTICAL MODELS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED ANALYTICAL MODELS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED ANALYTICAL MODELS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ADVANCED ANALYTICAL MODELS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY AMI BASED DETECTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY AMI BASED DETECTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY AMI BASED DETECTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY AMI BASED DETECTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY AMI BASED DETECTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY AMI BASED DETECTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY NETWORK ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GRID PLANNING ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GRID PLANNING ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GRID PLANNING ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GRID PLANNING ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GRID PLANNING ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GRID PLANNING ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LOAD FORECASTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LOAD FORECASTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LOAD FORECASTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LOAD FORECASTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LOAD FORECASTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LOAD FORECASTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY POWER QUALITY ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY POWER QUALITY ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY POWER QUALITY ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY POWER QUALITY ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY POWER QUALITY ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY POWER QUALITY ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY OUTAGE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CREW MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CREW MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CREW MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CREW MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CREW MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CREW MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY FAULT LOCATION ISOLATION SERVICE RESTORATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY FAULT LOCATION ISOLATION SERVICE RESTORATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY FAULT LOCATION ISOLATION SERVICE RESTORATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY FAULT LOCATION ISOLATION SERVICE RESTORATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY FAULT LOCATION ISOLATION SERVICE RESTORATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY FAULT LOCATION ISOLATION SERVICE RESTORATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICE RESTORATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICE RESTORATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICE RESTORATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICE RESTORATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICE RESTORATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICE RESTORATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSULTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSULTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSULTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSULTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CONSULTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY INTEGRATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY INTEGRATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY INTEGRATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY INTEGRATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY INTEGRATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ANALYTICS SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ANALYTICS SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ANALYTICS SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ANALYTICS SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ANALYTICS SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ANALYTICS SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GIS INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GIS INTEGRATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GIS INTEGRATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GIS INTEGRATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GIS INTEGRATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GIS INTEGRATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MOBILE SOLUTIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MOBILE SOLUTIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MOBILE SOLUTIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MOBILE SOLUTIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MOBILE SOLUTIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY MOBILE SOLUTIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SCADA INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SCADA INTEGRATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SCADA INTEGRATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SCADA INTEGRATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SCADA INTEGRATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY SCADA INTEGRATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VISUALIZATION TOOLS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VISUALIZATION TOOLS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VISUALIZATION TOOLS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VISUALIZATION TOOLS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY VISUALIZATION TOOLS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 235. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 236. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 237. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 238. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 239. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 240. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY HYBRID CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 241. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY HYBRID CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 242. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY HYBRID CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 243. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY HYBRID CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 244. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY HYBRID CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 245. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 246. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 247. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 248. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PRIVATE CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 249. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 250. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PRIVATE CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 251. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 252. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 253. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 254. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PUBLIC CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 255. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 256. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY PUBLIC CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 257. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
  • TABLE 258. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, 2025-2032 (USD MILLION)
  • TABLE 259. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 260. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 261. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 262. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 263. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 264. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 265. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINUX BASED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 266. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINUX BASED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 267. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINUX BASED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 268. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINUX BASED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 269. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINUX BASED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 270. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY LINUX BASED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 271. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY WINDOWS BASED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 272. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY WINDOWS BASED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 273. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY WINDOWS BASED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 274. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY WINDOWS BASED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 275. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY WINDOWS BASED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 276. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY WINDOWS BASED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 277. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 278. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 279. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, 2018-2024 (USD MILLION)
  • TABLE 280. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, 2025-2032 (USD MILLION)
  • TABLE 281. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 282. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 283. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 284. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 285. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 286. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY COOPERATIVE UTILITIES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 287. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION COOPERATIVES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 288. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION COOPERATIVES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 289. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION COOPERATIVES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 290. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION COOPERATIVES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 291. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION COOPERATIVES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 292. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION COOPERATIVES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 293. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GENERATION COOPERATIVES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 294. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GENERATION COOPERATIVES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 295. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GENERATION COOPERATIVES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 296. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GENERATION COOPERATIVES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 297. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GENERATION COOPERATIVES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 298. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY GENERATION COOPERATIVES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 299. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION OPERATORS, 2018-2024 (USD MILLION)
  • TABLE 300. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION OPERATORS, 2025-2032 (USD MILLION)
  • TABLE 301. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION OPERATORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 302. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION OPERATORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 303. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION OPERATORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 304. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION OPERATORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 305. GLOBAL SMART GRID ANALYTICS MARKET SIZE, BY DISTRIBUTION OPERATORS, BY COUNTRY, 2018-2024 (USD