电气数位双胞胎市场规模、份额、成长分析、按孪生类型、按使用类型、按部署类型、按应用、按最终用户、按地区 - 行业预测，2024-2031 年

到2023年，电动数位双胞胎市场规模将为129亿美元，从2024年的175.8亿美元增长到2032年的1655.8亿美元，预测期内（2025-2032年）复合年增长率为36.3%。展望。

由于对即时资料管理和主动维护的需求不断增加，尤其是在医疗保健领域，电气数位双胞胎市场预计将成长。这些虚拟模型随着持续的即时资料更新而不断发展，并由模拟、机器学习和推理提供支持，为公共产业决策流程提供动力。对开发、研究和测试的大量投资预计会产生经济回报，但随着市场的发展，大公司最初可能只能获得微薄的利润。系统内部的复杂性仍然是阻碍扩展的关键挑战。也就是说，接受部署数位双胞胎应用程式的先进技术预计将为市场相关人员带来重大利益。预测性维护正在成为一种有价值的应用程序，可以儘早发现故障并做出明智的决策，以防止营运停机。

目录

介绍

• 研究目的
• 调查范围
• 定义

调查方法

• 资讯采购
• 二手资料和主要资料方法
• 市场规模预测
• 市场假设与限制

执行摘要

• 全球市场展望
• 供需趋势分析
• 按细分市场的机会分析

市场动态及展望

• 市场概况
• 市场规模
• 市场动态
  • 驱动因素和机会
  • 抑制因素和挑战
• 波特的分析

主要市场考察

• 关键成功因素
• 竞争程度
• 主要投资机会
• 市场生态系统
• 市场吸引力指数（2024）
• PESTEL分析
• 总体经济指标
• 价值链分析
• 价格分析
• 监管环境
• 专利分析
• 案例研究

电动数位双胞胎市场规模：按双胞胎类型

• 市场概况
• 燃气和蒸气发电厂
• 风力发电厂
• 数位格
• 其他的

电气数位双胞胎市场规模：依使用类型

• 市场概况
• 产品数位双胞胎
• 流程数位双胞胎
• 系统数位双胞胎

电动数位双胞胎市场规模：依部署类型

• 市场概况
• 云
• 本地

电气数位双胞胎市场规模：依应用分类

• 市场概况
• 资产绩效管理
• 优化您的业务和营运
• 网路安全测试
• 故障检测
• 预测性维护
• 效能最佳化

电气数位双胞胎市场规模：依最终用户分类

• 市场概况
• 公共产业
• 电网营运商
• 发电公司
• 其他的

电动数位双胞胎市场规模

• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 德国
  • 西班牙
  • 法国
  • 英国
  • 义大利
  • 其他欧洲国家地区
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 韩国
  • 其他亚太地区
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地区
• 中东/非洲
  • 海湾合作委员会国家
  • 南非
  • 其他中东/非洲

竞争资讯

• 前5名企业对比
• 主要企业市场定位（2024年）
• 主要市场参与者所采取的策略
• 近期市场趋势
• 公司市场占有率分析（2024年）
• 主要企业简介
  • 公司简介
  • 产品系列分析
  • 按细分市场分類的份额分析
  • 收益与前一年同期比较（2022-2024）

主要企业简介

• General Electric（GE）（USA）
• Siemens AG（Germany）
• ABB Ltd.（Switzerland）
• Schneider Electric（France）
• Emerson Electric Co.（USA）
• Microsoft Corporation（USA）
• IBM Corporation（USA）
• AVEVA Group plc（UK）
• ANSYS, Inc.（USA）
• SAP SE（Germany）
• Oracle Corporation（USA）
• Fujitsu Limited（Japan）
• Wipro Limited（India）
• Dassault Systemes（France）
• Honeywell International Inc.（USA）
• Siemens Energy（Germany）
• Bentley Systems, Incorporated（USA）
• Rockwell Automation, Inc.（USA）
• Hexagon AB（Sweden）
• PTC Inc.（USA）

结论和建议

Electrical Digital Twin Market size was valued at USD 12.9 Billion in 2023 and is poised to grow from USD 17.58 Billion in 2024 to USD 165.58 Billion by 2032, growing at a CAGR of 36.3% during the forecast period (2025-2032).

The electrical digital twin market is poised for growth, driven by rising demand for real-time data management and proactive maintenance, particularly in the healthcare sector. These virtual models, evolving through continuous real-time data updates and leveraging simulation, machine learning, and reasoning, enhance decision-making processes for utilities. Although significant investment in development, research, and testing is anticipated to yield financial returns, major players may experience minimal profits initially as the market evolves. Complexity within systems remains a key challenge that could hinder expansion. Nevertheless, the acceptance of advanced technologies for deploying digital twin applications is expected to greatly benefit market stakeholders. Predictive maintenance emerges as a valuable application, enabling early failure detection and informed decision-making to prevent operational downtime.

Top-down and bottom-up approaches were used to estimate and validate the size of the Electrical Digital Twin market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Electrical Digital Twin Market Segmental Analysis

Global Electrical Digital Twin Market is segmented by twin type, usage type, deployment type, application, end-user and region. Based on twin type, the market is segmented into gas & steam power plant, wind farm, digital grid and others. Based on usage type, the market is segmented into product digital twin, process digital twin and system digital twin. Based on deployment type, the market is segmented into cloud and on-premises. Based on application, the market is segmented into asset performance management, business and operations optimization, cybersecurity testing, fault detection, predictive maintenance and performance optimization. Based on end-user, the market is segmented into utilities, grid operators, power generation companies and others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Electrical Digital Twin Market

The growth of the Electrical Digital Twin market is significantly driven by the integration of variable renewable energy sources and the decentralization of distributed energy resources (DER). Electrical digital twins enable grid operators to simulate crucial operational scenarios, facilitating reliable, efficient, and secure planning, operation, and maintenance of electrical systems. The increasing decentralization of DER presents challenges for grid management, necessitating faster and more efficient solutions. Electrical digital twins provide utilities and grid operators with the tools to monitor, regulate, automate, and manage power networks effectively. By aiding in the planning and analysis of grid modernization efforts, these digital twins streamline DER interconnection processes, enhance customer service, enable cost-effective investments, and boost operational efficiency.

Restraints in the Electrical Digital Twin Market

One of the primary constraints in the Electrical Digital Twin market is the inherent complexity of systems and the challenge of obtaining accurate mathematical models. For a digital twin to effectively replicate the physical attributes and simulate the behaviors of both simple and intricate objects, it must encapsulate their interrelations seamlessly. This process is further complicated by the requirement for collaboration among various stakeholders, including facility managers, design and electrical engineers, and equipment suppliers. Additionally, acquiring the necessary asset data from suppliers often involves intricate coordination across multiple supply chain stages, and maintaining the essential connectivity within the supply chain can pose another significant hurdle. The complexity of the real-world objects that need to be modeled adds another layer of difficulty to the implementation of electrical digital twins.

Market Trends of the Electrical Digital Twin Market

The Electrical Digital Twin market is witnessing significant growth driven by the escalating need for real-time data analytics in industries such as healthcare and the rising application of digital twins for proactive maintenance, aimed at reducing unplanned downtimes. However, the increasing complexity of systems presents a notable challenge. Furthermore, the growing adoption of advanced technologies in the deployment of digital twin applications is contributing to market dynamics. Over the forecast period, these factors are expected to create lucrative opportunities within the market, amplifying its expansion and solidifying the role of digital twins in enhancing operational efficiencies across various sectors.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Drivers & Opportunities
  • Restraints & Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2024
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis
• Regulatory Landscape
• Patent Analysis
• Case Studies

Global Electrical Digital Twin Market Size by Twin Type & CAGR (2025-2032)

• Market Overview
• Gas & Steam Power Plant
• Wind Farm
• Digital Grid
• Others

Global Electrical Digital Twin Market Size by Usage Type & CAGR (2025-2032)

• Market Overview
• Product Digital Twin
• Process Digital Twin
• System Digital Twin

Global Electrical Digital Twin Market Size by Deployment Type & CAGR (2025-2032)

• Market Overview
• Cloud
• On-Premises

Global Electrical Digital Twin Market Size by Application & CAGR (2025-2032)

• Market Overview
• Asset Performance Management
• Business And Operations Optimization
• Cybersecurity Testing
• Fault Detection
• Predictive Maintenance
• Performance Optimization

Global Electrical Digital Twin Market Size by End-User & CAGR (2025-2032)

• Market Overview
• Utilities
• Grid Operators
• Power Generation Companies
• Others

Global Electrical Digital Twin Market Size & CAGR (2025-2032)

• North America (Twin Type, Usage Type, Deployment Type, Application, End-User)
  • US
  • Canada
• Europe (Twin Type, Usage Type, Deployment Type, Application, End-User)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Twin Type, Usage Type, Deployment Type, Application, End-User)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Twin Type, Usage Type, Deployment Type, Application, End-User)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Twin Type, Usage Type, Deployment Type, Application, End-User)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2024
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2024
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2022-2024)

Key Company Profiles

• General Electric (GE) (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Siemens AG (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• ABB Ltd. (Switzerland)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Schneider Electric (France)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Emerson Electric Co. (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft Corporation (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM Corporation (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• AVEVA Group plc (UK)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• ANSYS, Inc. (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP SE (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Oracle Corporation (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Fujitsu Limited (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Wipro Limited (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Dassault Systemes (France)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Honeywell International Inc. (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Siemens Energy (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Bentley Systems, Incorporated (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Rockwell Automation, Inc. (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hexagon AB (Sweden)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• PTC Inc. (USA)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations