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市场调查报告书
商品编码
1904611

弹性电网基础设施市场预测至2032年：按组件、通讯协定、部署类型、技术、应用、最终用户和地区分類的全球分析

Resilient Grid Infrastructure Market Forecasts to 2032 - Global Analysis By Component, Communication Protocol, Deployment Type, Technology, Application, End User, and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的一项研究，预计到 2025 年，全球弹性电网基础设施市场规模将达到 187 亿美元，到 2032 年将达到 324 亿美元，预测期内复合年增长率为 7.1%。

韧性电网基础设施是指能够抵御、适应并快速从自然灾害、网路攻击和设备故障等中断中恢復的电网系统。它整合了智慧变压器、电网感测器、储能设备和先进的通讯网路。人工智慧监控、电网自动化和网路安全等技术提高了情境察觉和运作柔软性。韧性确保了持续供电，最大限度地减少了停电的影响，并支持电网在应对气候变迁和不断演变的威胁方面的现代化进程。

电网故障频率增加

电网故障频传是推动电网韧性基础设施市场发展的主要因素，极端天气事件、老化的输电设施以及不断增长的电力需求都给现有电网带来了巨大压力。在气候变迁和都市化加剧的推动下，电力公司正优先考虑实施电网加固、冗余和即时监控解决方案。这些投资旨在提高电网可靠性并最大限度地减少停机时间。随着电网韧性成为一项策略性议题，全球对先进基础设施、自动化和保护系统的需求持续加速成长。

高资本投资需求

高昂的资本投资需求是限制因素，因为升级弹性电网需要在先进硬体、数位平台和电网级储能方面投入大量资金。受投资回收期长和预算限制的影响，电力公司，尤其是在发展中地区的电力公司，往往会推迟大规模部署。资金筹措难题和监理核准流程进一步延缓了推广应用。这些高成本需求会限制市场渗透率，尤其是对于缺乏长期融资管道和公私合作投资机制的小规模电力公司。

智慧电网数位化倡议

智慧电网数位化倡议为弹性电网基础设施市场带来了强劲的成长机会。在政府指令和公用事业现代化专案的推动下，对人工智慧驱动的分析、物联网感测器和数位化变电站的投资正在不断增加。这些技术能够实现预测性维护、更快地检测故障并提高电网可视性。随着公用事业公司向数据驱动型营运转型，符合智慧电网理念的弹性基础设施解决方案正日益受到重视，为技术提供商和系统整合商创造了持续的发展机会。

电力系统面临的网路安全风险

随着电网日益数位化和互联互通，网路安全风险构成重大威胁。通讯网路和云端平台的广泛应用加剧了网路攻击的风险。在地缘政治紧张局势和网路犯罪日益猖獗的背景下，电网控制系统面临的威胁可能导致运作中断，并损害电网可靠性。应对这些风险需要持续投资于网路安全解决方案和合规性，这增加了电力公司的营运难度，并可能减缓先进弹性电网技术的应用。

新冠疫情的影响

新冠疫情对电网基础设施市场造成了一定程度的影响。供应链中断和劳动力短缺在短期内延缓了电网升级计划。然而，这场危机凸显了可靠电力供应对医疗机构、资料中心和远端营运的重要性。这一认识促使电力公司重新调整了疫情后的韧性规划。復苏投资和奖励策略基础设施计画为韧性电网的部署注入了新的动力。

预计在预测期内，能源储存系统细分市场将占据最大的市场份额。

由于能源储存系统在电网稳定性和减少停电方面发挥关键作用，预计在预测期内，储能係统细分市场将占据最大的市场份额。电池储能能够实现抑低尖峰负载、频率调节以及停电期间的备用电源。在电池成本下降和可再生能源併网的推动下，电力公司正越来越多地采用储能係统来增强电网韧性。储能係统的柔软性和可扩展性使其成为建立弹性电网基础设施策略的关键技术。

预计在预测期内，IEC 61850细分市场将呈现最高的复合年增长率。

预计在预测期内，IEC 61850 标准细分市场将实现最高成长率，这主要得益于数位化变电站渗透率的不断提高和标准化通讯协定的日益普及。 IEC 61850 标准能够实现电网资产间的无缝互通性、快速保护方案以及即时资料交换。在电力公司现代化和自动化倡议的推动下，该标准支援弹性智慧电网运作。其降低线路复杂性和提高可靠性的能力，正推动各地区该标准实现最高的复合年增长率。

比最大的地区

由于电网快速扩张、都市化以及电力需求不断增长，亚太地区预计将在预测期内占据最大的市场份额。中国、印度和日本等国家正在大力投资，以现代化和增强电网韧性，从而支持可再生能源併网。在政府资金支持和大规模基础设施规划的推动下，该地区将继续主导高韧性电网技术及相关系统的应用。

复合年均成长率最高的地区

在预测期内，由于电网基础设施老化以及对灾害应变能力的日益重视，北美地区预计将实现最高的复合年增长率。频繁发生的风暴、野火和网路威胁正促使电力公司加快对先进电网技术的投资。在有利的法规结构和数位化储能解决方案的广泛应用推动下，北美正在经历快速升级，并已成为成长最快的区域市场。

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目录

第一章执行摘要

第二章 前言

  • 摘要
  • 相关利益者
  • 调查范围
  • 调查方法
  • 研究材料

第三章 市场趋势分析

  • 司机
  • 抑制因素
  • 机会
  • 威胁
  • 技术分析
  • 应用分析
  • 终端用户分析
  • 新兴市场
  • 新冠疫情的感染疾病

第四章 波特五力分析

  • 供应商的议价能力
  • 买方的议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

5. 全球弹性电网基础设施市场（按组件划分）

  • 智慧型变压器
  • 网格感测器
  • 先进开关设备
  • 能源储存系统
  • 网格通讯网路

6. 全球容错电网基础设施市场（依通讯协定）

  • IEC 61850
  • DNP3
  • Modbus

7. 全球弹性电网基础设施市场（依部署类型划分）

  • 新的电网计划
  • 升级现有电网
  • 微电网简介
  • 紧急应变设备

8. 全球弹性电网基础设施市场（依技术划分）

  • 基于人工智慧的电网监测
  • 进阶计量基础设施
  • 电网自动化
  • 网路安全解决方案

9. 全球弹性电网基础设施市场（按应用领域划分）

  • 停电管理
  • 负载平衡
  • 灾害復原
  • 电压调节

10. 全球弹性电网基础设施市场（依最终用户划分）

  • 公共产业和发电公司
  • 输配电公司
  • 商业和工业设施
  • 政府和公共基础设施组织
  • 其他的

11. 全球弹性电网基础设施市场（按地区划分）

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 亚太其他地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美国家
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲地区

第十二章 重大进展

  • 协议、伙伴关係、合作和合资企业
  • 併购
  • 新产品发布
  • 业务拓展
  • 其他关键策略

第十三章：企业概况

  • ABB Ltd.
  • Siemens AG
  • Schneider Electric SE
  • General Electric Company
  • Hitachi Energy Ltd.
  • Eaton Corporation plc
  • Cisco Systems, Inc.
  • Oracle Corporation
  • IBM Corporation
  • Huawei Technologies Co., Ltd.
  • Toshiba Corporation
  • Mitsubishi Electric Corporation
  • Siemens Energy AG
  • Landis+Gyr Group AG
  • Itron, Inc.
Product Code: SMRC33072

According to Stratistics MRC, the Global Resilient Grid Infrastructure Market is accounted for $18.7 billion in 2025 and is expected to reach $32.4 billion by 2032 growing at a CAGR of 7.1% during the forecast period. Resilient grid infrastructure refers to electrical grid systems designed to withstand, adapt to, and rapidly recover from disruptions such as natural disasters, cyberattacks, and equipment failures. It integrates smart transformers, grid sensors, energy storage, and advanced communication networks. Technologies like AI-based monitoring, grid automation, and cybersecurity enhance situational awareness and operational flexibility. Resilience ensures continuous power delivery, minimizes outage impact, and supports grid modernization in the face of climate change and evolving threats.

Market Dynamics:

Driver:

Increasing frequency of grid outages

Increasing frequency of grid outages is a primary driver for the Resilient Grid Infrastructure market, as extreme weather events, aging transmission assets, and rising electricity demand strain existing power networks. Fueled by climate volatility and urbanization, utilities are prioritizing grid hardening, redundancy, and real-time monitoring solutions. These investments aim to enhance reliability and minimize downtime. As grid resilience becomes a strategic imperative, demand for advanced infrastructure, automation, and protection systems continues to accelerate globally.

Restraint:

High capital investment requirements

High capital investment requirements act as a key restraint, as resilient grid upgrades involve substantial spending on advanced hardware, digital platforms, and grid-scale storage. Influenced by long payback periods and budgetary constraints, utilities particularly in developing regions often delay large-scale deployments. Financing challenges and regulatory approval processes further slow implementation. These cost-intensive requirements can limit market penetration, especially for smaller utilities lacking access to long-term funding or public-private investment mechanisms.

Opportunity:

Smart grid digitalization initiatives

Smart grid digitalization initiatives present a strong growth opportunity for the Resilient Grid Infrastructure market. Propelled by government mandates and utility modernization programs, investments in AI-driven analytics, IoT sensors, and digital substations are rising. These technologies enable predictive maintenance, faster fault detection, and improved grid visibility. As utilities transition toward data-driven operations, resilient infrastructure solutions aligned with smart grid frameworks gain traction, creating sustained opportunities for technology providers and system integrators.

Threat:

Cybersecurity risks to grid systems

Cybersecurity risks pose a significant threat as power grids become increasingly digital and interconnected. Expanded use of communication networks and cloud-based platforms heightens vulnerability to cyberattacks. Motivated by geopolitical tensions and rising cybercrime, threats to grid control systems can disrupt operations and compromise reliability. Addressing these risks requires continuous investment in cybersecurity solutions and compliance, increasing complexity for utilities and potentially slowing adoption of advanced resilient grid technologies.

Covid-19 Impact:

The COVID-19 pandemic had a moderate impact on the Resilient Grid Infrastructure market. Supply chain disruptions and workforce limitations delayed grid upgrade projects in the short term. However, the crisis highlighted the importance of reliable power for healthcare facilities, data centers, and remote operations. Spurred by this realization, utilities renewed focus on resilience planning post-pandemic. Recovery investments and stimulus-backed infrastructure programs supported renewed momentum for resilient grid deployments.

The energy storage systems segment is expected to be the largest during the forecast period

The energy storage systems segment is expected to account for the largest market share during the forecast period, resulting from its critical role in grid stability and outage mitigation. Battery energy storage enables peak shaving, frequency regulation, and backup power during disruptions. Driven by declining battery costs and renewable energy integration, utilities increasingly deploy storage to enhance resilience. Its flexibility and scalability make energy storage a cornerstone technology within resilient grid infrastructure strategies.

The IEC 61850 segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the IEC 61850 segment is predicted to witness the highest growth rate, propelled by rising adoption of digital substations and standardized communication protocols. IEC 61850 enables seamless interoperability, faster protection schemes, and real-time data exchange across grid assets. Fueled by utility modernization and automation initiatives, this standard supports resilient, intelligent grid operations. Its ability to reduce wiring complexity and improve reliability drives strong CAGR across regions.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share, ascribed to rapid grid expansion, urbanization, and increasing electricity demand. Countries such as China, India, and Japan are investing heavily in grid modernization and resilience to support renewable integration. Supported by government funding and large-scale infrastructure programs, the region continues to lead in deployment of resilient grid technologies and associated systems.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR associated with aging grid infrastructure and heightened focus on disaster resilience. Frequent storms, wildfires, and cyber threats are prompting utilities to accelerate investments in advanced grid technologies. Driven by supportive regulatory frameworks and strong adoption of digital and storage solutions, North America is witnessing rapid upgrades, positioning it as the fastest-growing regional market.

Key players in the market

Some of the key players in Resilient Grid Infrastructure Market include ABB Ltd., Siemens AG, Schneider Electric SE, General Electric Company, Hitachi Energy Ltd., Eaton Corporation plc, Cisco Systems, Inc., Oracle Corporation, IBM Corporation, Huawei Technologies Co., Ltd., Toshiba Corporation, Mitsubishi Electric Corporation, Siemens Energy AG, Landis+Gyr Group AG, and Itron, Inc.

Key Developments:

In November 2025, Schneider Electric expanded EcoStruxure Grid Advisor with AI-driven resilience modules, improving outage response, grid flexibility, and sustainability for utilities adapting to distributed energy resources.

In October 2025, ABB launched AI-enabled grid resilience platforms integrating predictive analytics, fault detection, and automated recovery, enhancing reliability and supporting renewable integration across global transmission and distribution networks.

In September 2025, Hitachi Energy unveiled HVDC Light(R) resilience systems, enabling flexible interconnections, improved fault tolerance, and enhanced renewable integration across regional and national grids.

Components Covered:

  • Smart Transformers
  • Grid Sensors
  • Advanced Switchgear
  • Energy Storage Systems
  • Grid Communication Networks

Communication Protocols Covered:

  • IEC 61850
  • DNP3
  • Modbus

Deployment Types Covered:

  • Greenfield Grid Projects
  • Brownfield Grid Upgrades
  • Microgrid Deployments
  • Emergency Response Installations

Technologies Covered:

  • AI-Based Grid Monitoring
  • Advanced Metering Infrastructure
  • Grid Automation
  • Cybersecurity Solutions

Applications Covered:

  • Outage Management
  • Load Balancing
  • Disaster Recovery
  • Voltage Regulation

End Users Covered:

  • Utilities & Power Generation Companies
  • Transmission & Distribution Operators
  • Commercial & Industrial Facilities
  • Government & Public Infrastructure Authorities
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Technology Analysis
  • 3.7 Application Analysis
  • 3.8 End User Analysis
  • 3.9 Emerging Markets
  • 3.10 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Resilient Grid Infrastructure Market, By Component

  • 5.1 Introduction
  • 5.2 Smart Transformers
  • 5.3 Grid Sensors
  • 5.4 Advanced Switchgear
  • 5.5 Energy Storage Systems
  • 5.6 Grid Communication Networks

6 Global Resilient Grid Infrastructure Market, By Communication Protocol

  • 6.1 Introduction
  • 6.2 IEC 61850
  • 6.3 DNP3
  • 6.4 Modbus

7 Global Resilient Grid Infrastructure Market, By Deployment Type

  • 7.1 Introduction
  • 7.2 Greenfield Grid Projects
  • 7.3 Brownfield Grid Upgrades
  • 7.4 Microgrid Deployments
  • 7.5 Emergency Response Installations

8 Global Resilient Grid Infrastructure Market, By Technology

  • 8.1 Introduction
  • 8.2 AI-Based Grid Monitoring
  • 8.3 Advanced Metering Infrastructure
  • 8.4 Grid Automation
  • 8.5 Cybersecurity Solutions

9 Global Resilient Grid Infrastructure Market, By Application

  • 9.1 Introduction
  • 9.2 Outage Management
  • 9.3 Load Balancing
  • 9.4 Disaster Recovery
  • 9.5 Voltage Regulation

10 Global Resilient Grid Infrastructure Market, By End User

  • 10.1 Introduction
  • 10.2 Utilities & Power Generation Companies
  • 10.3 Transmission & Distribution Operators
  • 10.4 Commercial & Industrial Facilities
  • 10.5 Government & Public Infrastructure Authorities
  • 10.6 Other End Users

11 Global Resilient Grid Infrastructure Market, By Geography

  • 11.1 Introduction
  • 11.2 North America
    • 11.2.1 US
    • 11.2.2 Canada
    • 11.2.3 Mexico
  • 11.3 Europe
    • 11.3.1 Germany
    • 11.3.2 UK
    • 11.3.3 Italy
    • 11.3.4 France
    • 11.3.5 Spain
    • 11.3.6 Rest of Europe
  • 11.4 Asia Pacific
    • 11.4.1 Japan
    • 11.4.2 China
    • 11.4.3 India
    • 11.4.4 Australia
    • 11.4.5 New Zealand
    • 11.4.6 South Korea
    • 11.4.7 Rest of Asia Pacific
  • 11.5 South America
    • 11.5.1 Argentina
    • 11.5.2 Brazil
    • 11.5.3 Chile
    • 11.5.4 Rest of South America
  • 11.6 Middle East & Africa
    • 11.6.1 Saudi Arabia
    • 11.6.2 UAE
    • 11.6.3 Qatar
    • 11.6.4 South Africa
    • 11.6.5 Rest of Middle East & Africa

12 Key Developments

  • 12.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 12.2 Acquisitions & Mergers
  • 12.3 New Product Launch
  • 12.4 Expansions
  • 12.5 Other Key Strategies

13 Company Profiling

  • 13.1 ABB Ltd.
  • 13.2 Siemens AG
  • 13.3 Schneider Electric SE
  • 13.4 General Electric Company
  • 13.5 Hitachi Energy Ltd.
  • 13.6 Eaton Corporation plc
  • 13.7 Cisco Systems, Inc.
  • 13.8 Oracle Corporation
  • 13.9 IBM Corporation
  • 13.10 Huawei Technologies Co., Ltd.
  • 13.11 Toshiba Corporation
  • 13.12 Mitsubishi Electric Corporation
  • 13.13 Siemens Energy AG
  • 13.14 Landis+Gyr Group AG
  • 13.15 Itron, Inc.

List of Tables

  • Table 1 Global Resilient Grid Infrastructure Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Resilient Grid Infrastructure Market Outlook, By Component (2024-2032) ($MN)
  • Table 3 Global Resilient Grid Infrastructure Market Outlook, By Smart Transformers (2024-2032) ($MN)
  • Table 4 Global Resilient Grid Infrastructure Market Outlook, By Grid Sensors (2024-2032) ($MN)
  • Table 5 Global Resilient Grid Infrastructure Market Outlook, By Advanced Switchgear (2024-2032) ($MN)
  • Table 6 Global Resilient Grid Infrastructure Market Outlook, By Energy Storage Systems (2024-2032) ($MN)
  • Table 7 Global Resilient Grid Infrastructure Market Outlook, By Grid Communication Networks (2024-2032) ($MN)
  • Table 8 Global Resilient Grid Infrastructure Market Outlook, By Communication Protocol (2024-2032) ($MN)
  • Table 9 Global Resilient Grid Infrastructure Market Outlook, By IEC 61850 (2024-2032) ($MN)
  • Table 10 Global Resilient Grid Infrastructure Market Outlook, By DNP3 (2024-2032) ($MN)
  • Table 11 Global Resilient Grid Infrastructure Market Outlook, By Modbus (2024-2032) ($MN)
  • Table 12 Global Resilient Grid Infrastructure Market Outlook, By Deployment Type (2024-2032) ($MN)
  • Table 13 Global Resilient Grid Infrastructure Market Outlook, By Greenfield Grid Projects (2024-2032) ($MN)
  • Table 14 Global Resilient Grid Infrastructure Market Outlook, By Brownfield Grid Upgrades (2024-2032) ($MN)
  • Table 15 Global Resilient Grid Infrastructure Market Outlook, By Microgrid Deployments (2024-2032) ($MN)
  • Table 16 Global Resilient Grid Infrastructure Market Outlook, By Emergency Response Installations (2024-2032) ($MN)
  • Table 17 Global Resilient Grid Infrastructure Market Outlook, By Technology (2024-2032) ($MN)
  • Table 18 Global Resilient Grid Infrastructure Market Outlook, By AI-Based Grid Monitoring (2024-2032) ($MN)
  • Table 19 Global Resilient Grid Infrastructure Market Outlook, By Advanced Metering Infrastructure (2024-2032) ($MN)
  • Table 20 Global Resilient Grid Infrastructure Market Outlook, By Grid Automation (2024-2032) ($MN)
  • Table 21 Global Resilient Grid Infrastructure Market Outlook, By Cybersecurity Solutions (2024-2032) ($MN)
  • Table 22 Global Resilient Grid Infrastructure Market Outlook, By Application (2024-2032) ($MN)
  • Table 23 Global Resilient Grid Infrastructure Market Outlook, By Outage Management (2024-2032) ($MN)
  • Table 24 Global Resilient Grid Infrastructure Market Outlook, By Load Balancing (2024-2032) ($MN)
  • Table 25 Global Resilient Grid Infrastructure Market Outlook, By Disaster Recovery (2024-2032) ($MN)
  • Table 26 Global Resilient Grid Infrastructure Market Outlook, By Voltage Regulation (2024-2032) ($MN)
  • Table 27 Global Resilient Grid Infrastructure Market Outlook, By End User (2024-2032) ($MN)
  • Table 28 Global Resilient Grid Infrastructure Market Outlook, By Utilities & Power Generation Companies (2024-2032) ($MN)
  • Table 29 Global Resilient Grid Infrastructure Market Outlook, By Transmission & Distribution Operators (2024-2032) ($MN)
  • Table 30 Global Resilient Grid Infrastructure Market Outlook, By Commercial & Industrial Facilities (2024-2032) ($MN)
  • Table 31 Global Resilient Grid Infrastructure Market Outlook, By Government & Public Infrastructure Authorities (2024-2032) ($MN)
  • Table 32 Global Resilient Grid Infrastructure Market Outlook, By Other End Users (2024-2032) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.