電氣數位雙胞胎市場規模、佔有率、成長分析、按孿生類型、按使用類型、按部署類型、按應用、按最終用戶、按地區 - 行業預測，2024-2031 年

到2023年，電動數位雙胞胎市場規模將為129億美元，從2024年的175.8億美元成長到2032年的1655.8億美元，預測期內（2025-2032年）複合年成長率為36.3%。展望。

由於對即時資料管理和主動維護的需求不斷增加，尤其是在醫療保健領域，電氣數位雙胞胎市場預計將成長。這些虛擬模型隨著持續的即時資料更新而不斷發展，並由模擬、機器學習和推理提供支持，為公共產業決策流程提供動力。對開發、研究和測試的大量投資預計會產生經濟回報，但隨著市場的發展，大公司最初可能只能獲得微薄的利潤。系統內部的複雜性仍然是阻礙擴展的關鍵挑戰。也就是說，接受部署數位雙胞胎應用程式的先進技術預計將為市場相關人員帶來重大利益。預測性維護正在成為一種有價值的應用程式，可以儘早發現故障並做出明智的決策，以防止營運停機。

目錄

介紹

• 研究目的
• 調查範圍
• 定義

調查方法

• 資訊採購
• 二手資料和主要資料方法
• 市場規模預測
• 市場假設與限制

執行摘要

• 全球市場展望
• 供需趨勢分析
• 按細分市場的機會分析

市場動態及展望

• 市場概況
• 市場規模
• 市場動態
  • 促進因素和機遇
  • 抑制因素和挑戰
• 波特的分析

主要市場考察

• 關鍵成功因素
• 競爭程度
• 主要投資機會
• 市場生態系統
• 市場吸引力指數（2024）
• PESTEL分析
• 總體經濟指標
• 價值鏈分析
• 價格分析
• 監管環境
• 專利分析
• 案例研究

電動數位雙胞胎市場規模：按雙胞胎類型

• 市場概況
• 燃氣和蒸氣發電廠
• 風力發電廠
• 數位格
• 其他

電氣數位雙胞胎市場規模：依使用類型

• 市場概況
• 產品數位雙胞胎
• 流程數位雙胞胎
• 系統數位雙胞胎

電動數位雙胞胎市場規模：依部署類型

• 市場概況
• 雲
• 本地

電氣數位雙胞胎市場規模：依應用分類

• 市場概況
• 資產績效管理
• 最佳化您的業務和營運
• 網路安全測試
• 故障檢測
• 預測性維護
• 效能最佳化

電氣數位雙胞胎市場規模：依最終用戶分類

• 市場概況
• 公共產業
• 電網營運商
• 發電公司
• 其他

電動數位雙胞胎市場規模

• 北美洲
  • 美國
  • 加拿大
• 歐洲
  • 德國
  • 西班牙
  • 法國
  • 英國
  • 義大利
  • 其他歐洲國家地區
• 亞太地區
  • 中國
  • 印度
  • 日本
  • 韓國
  • 其他亞太地區
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地區
• 中東/非洲
  • 海灣合作理事會國家
  • 南非
  • 其他中東/非洲

競爭資訊

• 前5名企業對比
• 主要企業市場定位（2024年）
• 主要市場參與者所採取的策略
• 近期市場趨勢
• 公司市場佔有率分析（2024年）
• 主要企業簡介
  • 公司簡介
  • 產品系列分析
  • 按細分市場分類的佔有率分析
  • 收益與前一年同期比較（2022-2024）

主要企業簡介

• 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）

結論和建議

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