全球电气数字孪生市场 – 2029 年行业趋势和预测

市场分析和规模

全球公用事业和电网基础设施运营商越来越多地转向数字技术，例如电气数字孪生，以帮助简化可再生能源技术与其运营组合的整合。此外，由于物联网 (IoT) 和云等创新技术在数字孪生应用中的接受度不断提高，以及航空航天和国防、医疗保健、汽车和运输等行业的数字孪生前景诱人，电气数字孪生市场的发展势头强劲。这些因素将有利于预测期内的市场增长。

2021 年全球电气数字孪生市场价值为 8.2 亿美元，预计到 2029 年将达到 21.0394 亿美元，在 2022-2029 年预测期内的复合年增长率为 12.50%。Data Bridge 市场研究团队策划的市场报告包括技术进步、监管框架、PESTEL、波特五力分析、行业标准一览、原材料成本/运营支出概览、供应链分析、供应商选择标准、定价分析、生产分析和气候链情景。

市场定义

电力数字孪生使公用事业能够简化数据维护和交换。来自不同系统的数据会同步，然后使用基于标准的适配器或接口将其标准化为单个多用户数据库。它本质上是一个对象或系统的虚拟表示，涵盖其整个生命周期，使用实时数据进行更新，并使用模拟、机器学习和推理来辅助决策。

报告范围和市场细分

Electrical Digital Twin Market Dynamics

This section deals with understanding the market drivers, advantages, opportunities, restraints and challenges. All of this is discussed in detail as below:

Drivers

• Integration of Variable Renewable Energy

Renewable energy technologies such as wind and solar PV are critical to decarbonizing the power sector while meeting rising energy demand. Governments around the world have established policies and financial incentives to support long-term decarbonization of the electricity grid through the use of renewable energy sources. According to the International Energy Agency, renewables will account for 29% of global electricity generation in 2020, up from 27% in 2019. Renewable electricity generation is expected to increase by 8% to 8,300 TWh in 2021. Even as the COVID-19 pandemic disrupted the power industry, global capital expenditure for renewables increased by around 7% in 2020 compared to 2019. As a result, the surge in renewable energy demands further requires necessitates the integration of variable renewable energy, which further boosts the demand for the electrical digital twin market.

• Increased Demand Across Healthcare Sector

The healthcare sector is largely implementing digital twins to improve and optimize their operations. A digital twin is useful for monitoring a patient's health, the impact of tablets, and other parameters. It is widely used in the healthcare industry because it is dynamic and receives real-time updates from physical assets, systems, or processes. It aids in the collection of continuous data from the individual regarding various vitals, medical condition, and response to drug, therapy, and surroundings. It also models many aspects of a hospital facility, such as the movement of doctors and patients and real-time location tracking of systems, assets, and people. These factors are propelling the market forward.

Furthermore, the decentralization of distributed energy resources using electrical digital twin is also anticipated to boost the market growth over the forecast period. In addition to this, the factors such as the increase in efficiency and optimization of operations of power sector coupled with the reduction in unplanned downtime and operation as well as the maintenance costs are also driving the global market.

Opportunities

• Energy 4.0's Emergence

The various electric utilities around the world have begun to incorporate the Industrial Internet of Things (IIoT), machine learning, artificial intelligence (AI), and cloud computing into their operations. The increased incorporation can be attributed for utilization across applications such as asset performance monitoring and management, smart metering, predictive and prescriptive maintenance, operations and automation of distributed energy resources (DER), and planning and analysis of fluctuations in decentralized renewable generation systems. Moreover, these technologies aid in the prevention of power mismanagement, inefficiency, and a lack of transparency, while also increasing the use of renewable energy sources. Utilities experts and technology vendors have begun to refer to this trend as Energy 4.0 in order to emphasize the magnitude of the digital transformation that these technologies will bring to the electrical power industry. Therefore, the emergence of energy 4.0 is estimated to further extend profitable opportunities to the market players in the forecast period of 2022 to 2029.

• Research and Development for Cutting-Edge Technologies

Additionally, the increased research and development (R&D) activities in the Internet of Things (IoT) and Industrial Internet of Things (IIoT) fields due to high demand for efficient and cost-effective power utility technologies are estimated to further provide growth opportunities for the electrical digital twin market.

Restraints/Challenges

• System Complexities

An electrical digital twin should be able to model simple and complex objects as well as their relationships by accurately capturing physical properties and simulating behaviors. The development of an electrical digital twin necessitates multiple inputs from operators such as facility managers, design engineers, electrical engineers, equipment vendors, and other parties, which adds to the deployment's complexity. Another difficulty stems from the complexity of the physical item to be replicated. Therefore, to maintain a digital twin, operators must establish the necessary technology infrastructure, such as robust Internet of Things (IoT) deployments and simulation platforms, as well as integrate data sources across departments and Internet of Things (IoT) contextual systems. These factors limit the widespread adoption of electrical digital twins by various power industry stakeholders, thus creating global market growth hindrances.

• Limited Support For Deployment from Stakeholders

The market has been witnessing resistance amongst power sector stakeholders regarding the adoption. The is due to the various perceived risks associated with the electrical digital twin, such as complexity of digital twin deployment, potential upfront costs, and uncertainty about successful outcomes following their integration. This factor is estimated to pose as a serious challenge to the growth of the electrical digital twin market.

This electrical digital twin market report provides details of new recent developments, trade regulations, import-export analysis, production analysis, value chain optimization, market share, impact of domestic and localized market players, analyses opportunities in terms of emerging revenue pockets, changes in market regulations, strategic market growth analysis, market size, category market growths, application niches and dominance, product approvals, product launches, geographic expansions, technological innovations in the market. To gain more info on the electrical digital twin market contact Data Bridge Market Research for an Analyst Brief, our team will help you take an informed market decision to achieve market growth.

COVID-19 Impact on Electrical Digital Twin Market

The recent outbreak of coronavirus had a negative impact on the electrical digital twin market, as it posed numerous challenges to the global power industry, including reduced and remote workforces, lower commercial energy demand, increased customer calls, and the use of digital and self-service channels during lockdowns. The decrease in energy demand posed a number of technical challenges, including voltage management, demand forecasting, and reactive level management to avoid hazards such as reactive shunts at distribution levels.

On the other hand, despite the pandemic posing numerous challenges to the global power industry, it has also accelerated market growth. The shift in working patterns caused by COVID-19-induced restrictions has boosted utilities' and grid operators' digital transformation efforts. Increasing investments in digital solutions, such as electrical digital twins, would allow businesses to maintain resilient supply chains, operations, and customer management while also reducing the load on their workforces. The use of digital twins enabled data flow, providing a complete picture of grid health and stability during the lockdowns. It also made distributed and mobile geospatial information available to the field workforce, allowing field engineers to find up-to-date information on the location and condition of nearby network assets. Moreover, it has also accelerated the digital transformation of utilities, creating numerous opportunities for emerging technologies such as electrical digital twins. The implementation of electrical digital twins improves workforce productivity and operational flexibility, which is likely to provide utilities with high growth opportunities.

近期发展

• 2020 年 12 月，艾默生与田纳西河谷管理局达成协议，对其 Magnolia 发电厂进行现代化改造和优化。艾默生将提供 Ovation 自动化系统和软件以及数字孪生技术，以实现高级运营、网络安全和数字孪生培训。
• 2020 年 12 月，ABB 与 Corys 合作，利用 ABB Ability 800xA 模拟器和 Indiss Plus 流程建模模拟器为能源和流程行业开发数字孪生建模和仿真技术。该协议体现了 ABB 和 CORYS 的战略合作，两家公司都致力于提供先进的数字孪生技术，帮助客户降低资本和运营成本及风险。

全球电气数字孪生市场范围

电气数字孪生市场根据类型、孪生类型、部署类型、应用和最终用户进行细分。这些细分市场之间的增长将帮助您分析行业中微弱的增长细分市场，并为用户提供有价值的市场概览和市场洞察，帮助他们做出战略决策，确定核心市场应用。

类型

• 产品数字孪生
• 流程数字孪生
• 系统数字孪生

双床房

• 数字化燃气和蒸汽发电厂
• 数字风电场、数字电网
• 数字化水电站
• 分布式能源

部署类型

• 云
• 本地

应用

• 资产绩效管理
• 业务和运营优化

最终用户

• 实用工具
• 电网基础设施运营商

电气数字孪生市场区域分析/洞察

对电气数字孪生市场进行了分析，并按国家、类型、孪生类型、部署类型、应用和最终用户提供了市场规模洞察和趋势。

电气数字孪生市场报告涵盖的国家包括北美的美国、加拿大和墨西哥，欧洲的德国、法国、英国、荷兰、瑞士、比利时、俄罗斯、意大利、西班牙、土耳其、波兰、挪威、芬兰、欧洲其他地区，欧洲的中国、日本、印度、韩国、新加坡、马来西亚、澳大利亚、泰国、印度尼西亚、菲律宾，亚太地区（APAC）的其他地区（APAC），沙特阿拉伯、阿联酋、以色列、埃及、南非、尼日利亚、阿尔及利亚、安哥拉、加纳，中东和非洲（MEA）的其他地区（MEA），巴西、阿根廷和南美洲的其他地区（南美洲）。

北美在市场份额和市场收入方面占据电气数字孪生市场的主导地位，并将在预测期内继续保持主导地位。市场增长的增加归因于 2022 年至 2029 年预测期内该地区的高经济增长和大量提供数字孪生的供应商。

另一方面，由于人口稠密、大规模工业化和城市化导致的人均收入不断增加以及物联网 (IoT) 的普及，预计亚太地区在 2022 年至 2029 年的预测期内将呈现丰厚的增长，从而推动数字孪生市场的增长。

报告的国家部分还提供了影响市场当前和未来趋势的各个市场影响因素和市场监管变化。下游和上游价值链分析、技术趋势和波特五力分析、案例研究等数据点是用于预测各个国家市场情景的一些指标。此外，在提供国家数据的预测分析时，还考虑了全球品牌的存在和可用性以及它们因来自本地和国内品牌的大量或稀缺竞争而面临的挑战、国内关税和贸易路线的影响。   

竞争格局和电气数字孪生市场份额分析

电气数字孪生市场竞争格局按竞争对手提供详细信息。详细信息包括公司概况、公司财务状况、产生的收入、市场潜力、研发投资、新市场计划、全球影响力、生产基地和设施、生产能力、公司优势和劣势、产品发布、产品宽度和广度、应用主导地位。以上提供的数据点仅与公司对电气数字孪生市场的关注有关。

电气数字孪生市场的一些主要参与者包括

• 通用电气（美国）
• 西门子（德国）
• ABB（瑞士）
• 艾默生电气公司（美国）
• AVEVA Group plc（英国）
• 施耐德电气（法国）
• 微软 (美国)
• Wipro 有限公司 (印度)
• SAS 研究所（美国）
• SAP（德国）
• IBM（美国）
• ANSYS（美国），
• 甲骨文 (美国)
• 罗伯特·博世有限公司 (德国)
• BENTLEY SYSTEMS, INCORPORATED（美国）
• Etteplan Oyj（芬兰）
• 富士通（日本）
• ACPD 服务有限公司 (英国)

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