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市场调查报告书
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1503416

到 2030 年的电气数位双胞胎市场预测：按类型、组件类型、技术、应用、最终用户和地区进行的全球分析

Electrical Digital Twin Market Forecasts to 2030 - Global Analysis By Type, Component Type, Technology, Application, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的数据，2024 年全球电气数位双胞胎市场规模将达到 11 亿美元，预计到 2030 年将达到 26 亿美元，预测期内复合年增长率为 14.2%。

电气数位双胞胎是即时反映现实世界的电气系统的虚拟表示。整合来自感测器和物联网设备的资料以模拟、预测和优化系统性能。此数位副本透过提供对系统行为的洞察、识别潜在问题和促进决策来实现高效的监控、分析和维护。利用先进技术提高营运效率、可靠性和整体系统管理。

根据国际能源总署 (IEA) 的数据，2020 年可再生能源占全球发电量的 29%，而 2019 年为 27%。预计 2021 年可再生能源发电量将成长 8%，达到 8,300 太瓦时。

可变可再生能源的整合与分散

波动的可再生能源的整合和分散在市场上至关重要。数位双胞胎能够即时监控和优化可再生能源资产，提高其可靠性和效率。分散化透过将发电分布在不同的来源和地点来提高电网的弹性。这些技术将使公共事业和电力生产商能够在快速发展的能源环境中管理电网波动、优化能源流量并有效实现永续性目标。

系统复杂性和资料可用性

市场面临系统复杂性和资料可用性的重大挑战。整合不同的子系统并确保来自多个来源的即时资料存取是一个障碍。准确的模拟和预测分析需要全面的资料集，这些资料集通常分布在不同的格式和平台上。克服这些挑战需要强大的整合框架和先进的资料管理策略，以保持整个数位双胞胎生态系统的同步和可靠。

改善资产绩效管理

改善市场中的资产绩效管理 (APM)，透过进阶分析和即时监控提高业务效率。透过建立实体资产的虚拟副本，APM 可以优化维护计划、预测故障并减少停机时间。最终，将 APM 与电气数位双胞胎整合可确保製造、公共产业和基础设施等行业的资产可靠性、使用寿命和整体卓越营运。

缺乏标准化

缺乏标准化是市场面临的主要挑战。这种缺乏使不同平台和系统之间的互通性变得复杂，并阻碍了无缝资料交换和整合。这会导致相容性问题并增加与自订整合相关的成本。需要标准化工作来建立通用通讯协定和格式，实现整个行业更有效的协作，并充分发挥数位双胞胎在优化营运和维护流程方面的潜力。

COVID-19 的影响：

COVID-19 大流行对市场产生了重大影响，加速了各行业的采用。供应链和营运的中断导致公司依赖数位双胞胎进行远端监控和预测性维护，从而使营运更具弹性。这段时期凸显了该技术在不确定性时期降低风险和优化资产绩效方面所扮演的角色。随着企业优先考虑数位转型和疫情后的復原能力，由于在效率、成本节约和业务永续营运方面的公认优势，电力数位双胞胎市场可望持续成长。

预计致动器产业在预测期内将是最大的

致动器将成为预测期内最大的市场。这些设备将数位指令转换为实体运动，从而实现精确控制和监控。致动器可确保製造、能源和运输等行业的预测性维护、营运效率和系统优化的精度。致动器整合提高了模拟保真度，并实现全面分析和即时调整，以提高复杂互连繫统的效能和可靠性。

预计流程最佳化领域在预测期内的复合年增长率最高。

流程最佳化领域预计在预测期内复合年增长率最高。透过创建准确的电气系统数位副本，公司可以简化营运、预测维护需求并优化资源分配。这种主动方法可以最大限度地减少停机时间、降低成本并提高整体生产力。透过利用先进的分析和物联网集成，企业可以实现其电力基础设施的高可靠性和永续性，并有效满足不断变化的市场需求。

比最大的地区

预计北美在预测期内将占据最大的市场占有率。实体电气系统的数位复製可以在製造、能源和公共产业等多个行业中实现即时监控、预测性维护和性能优化。随着智慧电网解决方案的普及和对营运效率提高的关注，该地区利用模拟模型来提高可靠性并改善整体资产管理策略，该市场有望实现显着成长。

复合年增长率最高的地区：

预计亚太地区在预测期内将维持最高的复合年增长率。太阳能和风能等可再生能源的日益普及，增加了对先进数位解决方案的需求，以管理这些能源来源的间歇性和可变性。数位双胞胎可以帮助优化可再生能源与电网的整合。支持旨在数位转型和工业 4.0 的政府政策和倡议正在加速数位双胞胎在包括电力基础设施在内的各个领域的采用。

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  • 公司简介
    • 其他市场参与者的综合分析（最多 3 家公司）
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    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 研究资讯来源
    • 主要研究资讯来源
    • 二次研究资讯来源
    • 先决条件

第三章市场趋势分析

  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 技术分析
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第五章全球电动数位双胞胎市场：依类型

  • 数位格
  • 数位化风力发电场
  • 数位燃气和蒸气发电厂
  • 分散式能源
  • 数位化水力发电厂
  • 其他类型

第六章全球数位双胞胎市场：依组件类型

  • 感应器
  • 致动器
  • 控制系统
  • 通讯模组
  • 软体平台

第七章全球电动数位双胞胎市场：依技术分类

  • 云端运算和边缘运算
  • 人工智慧
  • 扩增实境（AR）
  • 机器学习
  • 其他技术

第八章全球电动数位双胞胎市场：依应用分类

  • 预测性维护
  • 效能最佳化
  • 资产管理
  • 流程优化
  • 其他用途

第九章全球电气数位双胞胎市场：依最终用户分类

  • 能源/公共产业
  • 製造业
  • 车
  • 航太和国防
  • 卫生保健
  • 零售
  • 其他最终用户

第10章全球电动数位双胞胎市场：按地区

  • 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
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东/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

第十一章 主要进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十二章 公司概况

  • Siemens AG
  • ABB Group
  • Schneider Electric SE
  • General Electric Company
  • IBM Corporation
  • Dassault Systemes
  • Bentley Systems, Incorporated
  • Honeywell International Inc.
  • Hitachi, Ltd.
  • Rockwell Automation, Inc.
  • SAP SE
  • Hexagon AB
  • ESI Group
  • Synopsys, Inc.
  • Smart Wires Inc.
  • Lanner Group
  • Cyient Ltd.
Product Code: SMRC26586

According to Stratistics MRC, the Global Electrical Digital Twin Market is accounted for $1.1 billion in 2024 and is expected to reach $2.6 billion by 2030 growing at a CAGR of 14.2% during the forecast period. An Electrical Digital Twin is a virtual representation of an electrical system that mirrors its real-world counterpart in real-time. It integrates data from sensors and IoT devices to simulate, predict, and optimize system performance. This digital replica enables efficient monitoring, analysis, and maintenance by providing insights into system behavior, identifying potential issues, and facilitating decision-making. By leveraging advanced technologies, it enhances operational efficiency, reliability, and overall system management.

According to the International Energy Agency, the share of renewable in global electricity generation was 29% in 2020 compared with 27% in 2019. Renewable electricity generation is expected to grow by 8% to reach 8,300 TWh in 2021.

Market Dynamics:

Driver:

Integration of variable renewable energy and decentralization

The integration of variable renewable energy sources and decentralization is pivotal in the market. Digital twins enable real-time monitoring and optimization of renewable energy assets, enhancing their reliability and efficiency. Decentralization facilitates grid resilience by distributing power generation across diverse sources and locations. Together, these technologies empower utilities and operators to manage grid variability, optimize energy flows, and meet sustainability goals effectively in a rapidly evolving energy landscape.

Restraint:

System complexity and data availability

The market faces significant challenges with system complexity and data availability. Integrating diverse subsystems and ensuring real-time data access from numerous sources pose hurdles. Achieving accurate simulations and predictive analytics requires comprehensive data sets, often dispersed across different formats and platforms. Overcoming these challenges demands robust integration frameworks and advanced data management strategies to maintain synchronization and reliability across the digital twin ecosystem.

Opportunity:

Improved asset performance management

Improved asset performance management (APM) in the market enhances operational efficiency through advanced analytics and real-time monitoring. By creating virtual replicas of physical assets, APM optimizes maintenance schedules, predicts failures, and reduces downtime. Ultimately, integrating APM into Electrical Digital Twins ensures robust asset reliability, longevity, and overall operational excellence in industries such as manufacturing, utilities, and infrastructure.

Threat:

Lack of standardization

In the market, a significant challenge lies in the lack of standardization. This absence complicates interoperability between different platforms and systems, hindering seamless data exchange and integration. It leads to compatibility issues and increases costs associated with custom integrations. Standardization efforts are essential to establish common protocols and formats, enabling more effective collaboration across the industry and ensuring that digital twins can deliver their full potential in optimizing operations and maintenance processes.

Covid-19 Impact:

The COVID-19 pandemic significantly influenced the market by accelerating its adoption across industries. With disruptions in supply chains and operations, companies increasingly turned to digital twins for remote monitoring and predictive maintenance, enhancing operational resilience. This period underscored the technology's role in mitigating risks and optimizing asset performance amidst uncertainty. As businesses prioritize digital transformation and resilience post-pandemic, the Electrical Digital Twin market is poised for sustained growth, driven by its proven benefits in efficiency, cost reduction, and operational continuity.

The actuators segment is expected to be the largest during the forecast period

The actuators is expected to be the largest during the forecast period. These devices translate digital instructions into physical movements, enabling precise control and monitoring. Actuators ensure accuracy in predictive maintenance, operational efficiency, and system optimization across industries such as manufacturing, energy, and transportation. Their integration enhances simulation fidelity, enabling comprehensive analysis and real-time adjustments for improved performance and reliability in complex, interconnected systems.

The process optimization segment is expected to have the highest CAGR during the forecast period

The process optimization segment is expected to have the highest CAGR during the forecast period. By creating accurate digital replicas of electrical systems, companies can streamline operations, predict maintenance needs, and optimize resource allocation. This proactive approach minimizes downtime, reduces costs, and improves overall productivity. Leveraging advanced analytics and IoT integration, organizations can achieve higher reliability and sustainability in their electrical infrastructure, meeting evolving market demands effectively.

Region with largest share:

North America is projected to hold the largest market share during the forecast period. These digital replicas of physical electrical systems enable real-time monitoring, predictive maintenance, and performance optimization across various industries such as manufacturing, energy, and utilities. With growing adoption of smart grid solutions and increasing focus on operational efficiency, the market is poised for substantial growth, leveraging simulation models to enhance reliability and improve overall asset management strategies in the region.

Region with highest CAGR:

Asia Pacific is projected to hold the highest CAGR over the forecast period. With the increasing adoption of renewable energy sources like solar and wind, there is a growing need for sophisticated digital solutions to manage the intermittency and variability of these sources. Digital twins can help optimize the integration of renewables into the grid. Supportive government policies and initiatives aimed at digital transformation and Industry 4.0 are accelerating the adoption of digital twins across various sectors, including electrical infrastructure.

Key players in the market

Some of the key players in Electrical Digital Twin market include Siemens AG, ABB Group, Schneider Electric SE, General Electric Company, IBM Corporation, Dassault Systemes, Bentley Systems, Incorporated, Honeywell International Inc., Hitachi, Ltd., Rockwell Automation, Inc., SAP SE., Hexagon AB, ESI Group, Synopsys, Inc., Smart Wires Inc., Lanner Group and Cyient Ltd.

Key Developments:

In October 2023, ABB has signed a partnership with Canadian-based Computer Modelling Group (CMG) - a global simulation technology company that has been involved in carbon capture for over 20 years - to incorporate subsurface modelling into their existing digital twin technology for commercial carbon capture and storage (CCS) operations.

In April 2023, Siemens LDA and Sulzer announce digital collaboration bringing together their respective IoT-platforms and services, BLUE BOX(TM) and SIDRIVE IQ, the two companies are collaborating to deliver an integrated solution that improves equipment reliability and cuts operations costs.

Types Covered:

  • Digital Grid
  • Digital Wind Farm
  • Digital Gas & Steam Power Plant
  • Distributed Energy Resources
  • Digital Hydropower Plant
  • Other Types

Component Types Covered:

  • Sensors
  • Actuators
  • Control Systems
  • Communication Modules
  • Software Platforms

Technologies Covered:

  • Cloud Computing and Edge Computing
  • Artificial Intelligence
  • Augmented Reality (AR)
  • Machine Learning
  • Other Technologies

Applications Covered:

  • Predictive Maintenance
  • Performance Optimization
  • Asset Management
  • Process Optimization
  • Other Applications

End Users Covered:

  • Energy & Utilities
  • Manufacturing
  • Automotive
  • Aerospace & Defense
  • Healthcare
  • Retail
  • 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 2022, 2023, 2024, 2026, and 2030
  • 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 Electrical Digital Twin Market, By Type

  • 5.1 Introduction
  • 5.2 Digital Grid
  • 5.3 Digital Wind Farm
  • 5.4 Digital Gas & Steam Power Plant
  • 5.5 Distributed Energy Resources
  • 5.6 Digital Hydropower Plant
  • 5.7 Other Types

6 Global Electrical Digital Twin Market, By Component Type

  • 6.1 Introduction
  • 6.2 Sensors
  • 6.3 Actuators
  • 6.4 Control Systems
  • 6.5 Communication Modules
  • 6.6 Software Platforms

7 Global Electrical Digital Twin Market, By Technology

  • 7.1 Introduction
  • 7.2 Cloud Computing and Edge Computing
  • 7.3 Artificial Intelligence
  • 7.4 Augmented Reality (AR)
  • 7.5 Machine Learning
  • 7.6 Other Technologies

8 Global Electrical Digital Twin Market, By Application

  • 8.1 Introduction
  • 8.2 Predictive Maintenance
  • 8.3 Performance Optimization
  • 8.4 Asset Management
  • 8.5 Process Optimization
  • 8.6 Other Applications

9 Global Electrical Digital Twin Market, By End User

  • 9.1 Introduction
  • 9.2 Energy & Utilities
  • 9.3 Manufacturing
  • 9.4 Automotive
  • 9.5 Aerospace & Defense
  • 9.6 Healthcare
  • 9.7 Retail
  • 9.8 Other End Users

10 Global Electrical Digital Twin Market, By Geography

  • 10.1 Introduction
  • 10.2 North America
    • 10.2.1 US
    • 10.2.2 Canada
    • 10.2.3 Mexico
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 UK
    • 10.3.3 Italy
    • 10.3.4 France
    • 10.3.5 Spain
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 Japan
    • 10.4.2 China
    • 10.4.3 India
    • 10.4.4 Australia
    • 10.4.5 New Zealand
    • 10.4.6 South Korea
    • 10.4.7 Rest of Asia Pacific
  • 10.5 South America
    • 10.5.1 Argentina
    • 10.5.2 Brazil
    • 10.5.3 Chile
    • 10.5.4 Rest of South America
  • 10.6 Middle East & Africa
    • 10.6.1 Saudi Arabia
    • 10.6.2 UAE
    • 10.6.3 Qatar
    • 10.6.4 South Africa
    • 10.6.5 Rest of Middle East & Africa

11 Key Developments

  • 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 11.2 Acquisitions & Mergers
  • 11.3 New Product Launch
  • 11.4 Expansions
  • 11.5 Other Key Strategies

12 Company Profiling

  • 12.1 Siemens AG
  • 12.2 ABB Group
  • 12.3 Schneider Electric SE
  • 12.4 General Electric Company
  • 12.5 IBM Corporation
  • 12.6 Dassault Systemes
  • 12.7 Bentley Systems, Incorporated
  • 12.8 Honeywell International Inc.
  • 12.9 Hitachi, Ltd.
  • 12.10 Rockwell Automation, Inc.
  • 12.11 SAP SE
  • 12.12 Hexagon AB
  • 12.13 ESI Group
  • 12.14 Synopsys, Inc.
  • 12.15 Smart Wires Inc.
  • 12.16 Lanner Group
  • 12.17 Cyient Ltd.

List of Tables

  • Table 1 Global Electrical Digital Twin Market Outlook, By Region (2022-2030) ($MN)
  • Table 2 Global Electrical Digital Twin Market Outlook, By Type (2022-2030) ($MN)
  • Table 3 Global Electrical Digital Twin Market Outlook, By Digital Grid (2022-2030) ($MN)
  • Table 4 Global Electrical Digital Twin Market Outlook, By Digital Wind Farm (2022-2030) ($MN)
  • Table 5 Global Electrical Digital Twin Market Outlook, By Digital Gas & Steam Power Plant (2022-2030) ($MN)
  • Table 6 Global Electrical Digital Twin Market Outlook, By Distributed Energy Resources (2022-2030) ($MN)
  • Table 7 Global Electrical Digital Twin Market Outlook, By Digital Hydropower Plant (2022-2030) ($MN)
  • Table 8 Global Electrical Digital Twin Market Outlook, By Other Types (2022-2030) ($MN)
  • Table 9 Global Electrical Digital Twin Market Outlook, By Component Type (2022-2030) ($MN)
  • Table 10 Global Electrical Digital Twin Market Outlook, By Sensors (2022-2030) ($MN)
  • Table 11 Global Electrical Digital Twin Market Outlook, By Actuators (2022-2030) ($MN)
  • Table 12 Global Electrical Digital Twin Market Outlook, By Control Systems (2022-2030) ($MN)
  • Table 13 Global Electrical Digital Twin Market Outlook, By Communication Modules (2022-2030) ($MN)
  • Table 14 Global Electrical Digital Twin Market Outlook, By Software Platforms (2022-2030) ($MN)
  • Table 15 Global Electrical Digital Twin Market Outlook, By Technology (2022-2030) ($MN)
  • Table 16 Global Electrical Digital Twin Market Outlook, By Cloud Computing and Edge Computing (2022-2030) ($MN)
  • Table 17 Global Electrical Digital Twin Market Outlook, By Artificial Intelligence (2022-2030) ($MN)
  • Table 18 Global Electrical Digital Twin Market Outlook, By Augmented Reality (AR) (2022-2030) ($MN)
  • Table 19 Global Electrical Digital Twin Market Outlook, By Machine Learning (2022-2030) ($MN)
  • Table 20 Global Electrical Digital Twin Market Outlook, By Other Technologies (2022-2030) ($MN)
  • Table 21 Global Electrical Digital Twin Market Outlook, By Application (2022-2030) ($MN)
  • Table 22 Global Electrical Digital Twin Market Outlook, By Predictive Maintenance (2022-2030) ($MN)
  • Table 23 Global Electrical Digital Twin Market Outlook, By Performance Optimization (2022-2030) ($MN)
  • Table 24 Global Electrical Digital Twin Market Outlook, By Asset Management (2022-2030) ($MN)
  • Table 25 Global Electrical Digital Twin Market Outlook, By Process Optimization (2022-2030) ($MN)
  • Table 26 Global Electrical Digital Twin Market Outlook, By Other Applications (2022-2030) ($MN)
  • Table 27 Global Electrical Digital Twin Market Outlook, By End User 2022-2030) ($MN)
  • Table 28 Global Electrical Digital Twin Market Outlook, By Energy & Utilities (2022-2030) ($MN)
  • Table 29 Global Electrical Digital Twin Market Outlook, By Manufacturing (2022-2030) ($MN)
  • Table 30 Global Electrical Digital Twin Market Outlook, By Automotive (2022-2030) ($MN)
  • Table 31 Global Electrical Digital Twin Market Outlook, By Aerospace & Defense (2022-2030) ($MN)
  • Table 32 Global Electrical Digital Twin Market Outlook, By Healthcare (2022-2030) ($MN)
  • Table 33 Global Electrical Digital Twin Market Outlook, By Retail (2022-2030) ($MN)
  • Table 34 Global Electrical Digital Twin Market Outlook, By Other End Users (2022-2030) ($MN)

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