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Electrical Digital Twin Market by Twin Type (Gas & Steam Power Plant, Wind Farm, Digital Grid, Hydropower Plant, and Der), Application, Deployment (Cloud/Hosted and On-Premises), End-user, Region - Global Forecast to 2024

電気デジタルツインの世界市場予測（～2024年）

◆タイトル：Electrical Digital Twin Market by Twin Type (Gas & Steam Power Plant, Wind Farm, Digital Grid, Hydropower Plant, and Der), Application, Deployment (Cloud/Hosted and On-Premises), End-user, Region - Global Forecast to 2024
◆商品コード：EP-7212
◆調査・発行会社：MarketsandMarkets
◆発行日：2019年7月25日
◆ページ数：131
◆レポート形式：PDF / 英語
◆納品方法：Eメール（受注後24時間以内）
◆調査対象地域：グローバル
◆産業分野：エネルギー・電気
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 【レポートの概要】

当調査レポートでは、電気デジタルツインの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、市場シェア分析、ツイン種類別（ガス＆蒸気発電所、ウィンドファーム、デジタルグリッド、水力発電所、およびDer）分析、用途別分析、展開別（クラウド/ホスト型およびオンプレミス）分析、エンドユーザー別分析、電気デジタルツインの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。MarketsandMarkets社は、電気デジタルツインの世界市場規模が2019年804百万ドルから2024年1642百万ドルまで年平均15.4％成長すると予測しています。

“The global electrical digital twin market is projected to grow at a CAGR of 15.4% from 2019 to 2024”
The global electrical digital twin market is projected to reach USD 1,642 million by 2024 from an estimated USD 804 million in 2019, at a CAGR of 15.4% during the forecast period. This growth can be attributed to factors such as improved accuracy and efficiency in power sector operations, streamlined integration of renewable energy technologies, and reduced unplanned downtime and maintenance costs. However, limited support for implementation from stakeholders and lack of skilled talent and workforce are hindering the growth of the electrical digital twin market.

“The asset performance management segment is expected to be the fastest growing market from 2019 to 2024.”

The asset performance management segment, by application, is estimated to be the largest and the fastest growing segment during the forecast period. Due to the increase in focus on asset management by power utilities, the adoption of electrical digital twin is likely to drive the market during the forecast period. The focus on asset management is increasing as the power utilities want to continuously monitor asset health, increase grid reliability, and help in maintenance optimization. With the help of digital twining, power utilities can map physical assets to a digital platform that helps in creating a single source of data for all power generation or renewable assets.

“The cloud segment, by deployment type, is expected to be the largest market from 2019 to 2024”

The cloud segment is expected to hold the largest market share and is the fastest growing segment during the forecast period. Electrical digital twin in the cloud acts as a bridge between the digital and physical world by accessing real-time data from the sensors installed in the assets in a power plant. The cloud-based data sharing platform helps power grid operators identify and mitigate issues before they happen by analyzing the present and past data related to plant performance. Moreover, cloud services help in achieving economies of scale by continuously monitoring assets’ health to lower the cost of power plant operations.

“North America: The largest electrical digital twin market”

The North American region is expected to be the largest electrical digital twin market by 2024. The North American digital twin market has been further segmented into the US, Canada, and Mexico. In recent years, the development of software and automation solutions deployed in the power utilities have a positive impact on the growth of the electrical digital twin market. Moreover, the increased research & development (R&D) activities in the field of Internet of Things (IoT) and Industrial Internet of Things (IIoT) and increasing demand for efficient and cost-effective technologies for power utilities are the factors driving the market in this region.

Breakdown of Primaries:
In-depth interviews have been conducted with various key industry participants, subject-matter experts, C-level executives of key market players, and industry consultants among other experts to obtain and verify critical qualitative and quantitative information as well as to assess future market prospects. The distribution of primary interviews is as follows:
By Company Type: Tier 1 – 62%, Tier 2 – 22%, and Tier 3 – 16%
By Designation: C-Level – 40%, Director Level – 30%, and Others – 30%
By Region: North America – 47%, South America- 12%, Europe – 11%, Asia Pacific – 19%, and the Middle East & Africa – 11%
Note: Others includes sales managers, marketing managers, product managers, and product engineers.
The tier of the companies is defined on the basis of their total revenue as of 2018. Tier 1: USD 1 billion, Tier 2: From USD 500 million to USD 1 billion, and Tier 3:

The global electrical digital twin market is dominated by a few major players that have a wide regional presence. The leading players in the electrical digital twin market are Siemens (Germany), GE (US), ABB (Switzerland), Emerson (US), and AVEVA (UK).

Research Coverage:
The report defines, describes, and forecasts the global electrical digital twin market by twin type, application, deployment, end-user, and region. It also offers a detailed qualitative and quantitative analysis of the market. The report provides a comprehensive review of the major market drivers, restraints, opportunities, and challenges. It also covers various important aspects of the market. These include the analysis of the competitive landscape, market dynamics, market estimates, in terms of value, and future trends in the electrical digital twin market.

Why Buy this Report?
1. The report identifies and addresses the key markets for electrical digital twin, which would help various stakeholders such as utilities, analytics companies, and digital twin providers to review the growth in demand.
2. The report helps system providers understand the pulse of the market and provides insights into drivers, restraints, opportunities, and challenges.
3. The report will help key players understand the strategies of their competitors better and help them in making effective strategic decisions.

【レポートの目次】

1 Introduction (Page No. – 15)
1.1 Objectives of the Study
1.2 Definition
1.3 Market Scope
1.3.1 Market Segmentation
1.3.2 Regional Scope
1.4 Years Considered for the Study
1.5 Currency
1.6 Limitations
1.7 Stakeholders
2 Research Methodology (Page No. – 19)
2.1 Scope
2.2 Market Size Estimation
2.2.1 Demand-Side Analysis
2.2.1.1 Assumptions
2.2.2 Supply-Side Analysis
2.2.2.1 Calculation
2.2.3 Forecast
2.2.4 Some of the Insights of Industry Experts
3 Executive Summary (Page No. – 23)
4 Premium Insights (Page No. – 27)
4.1 Attractive Opportunities in the Electrical Digital Twin Market
4.2 Electrical Digital Twins Market, By Deployment Type
4.3 Electrical Digital Twins Market, By Twin Type
4.4 North American Electrical Digital Twins Market, By Application & Country
4.5 Electrical Digital Twins Market, By End-User
4.6 Electrical Digital Twins Market, By Region
5 Market Overview (Page No. – 30)
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Improved Accuracy and Efficiency in Power Sector Operations
5.2.1.2 Streamlined Integration of Renewable Energy Technologies
5.2.1.3 Reduced Unplanned Downtime and Maintenance Costs
5.2.2 Restraints
5.2.2.1 Deployment Challenge and System Complexity
5.2.2.2 Data Privacy and Security Concerns
5.2.3 Opportunities
5.2.3.1 Growing Impact of Machine Learning and Ai on Digital Twin Applications
5.2.3.2 Network Level Optimization
5.2.4 Challenges
5.2.4.1 Limited Support for Implementation From Stakeholders
5.2.4.2 Lack of Skilled Talent and Workforce
6 Electrical Digital Twin Market, By Twin Type (Page No. – 36)
6.1 Introduction
6.2 Digital Gas & Steam Power Plant
6.2.1 Need to Reduce Fuel Consumption and Environmental Emissions is Driving the Market
6.3 Digital Grid
6.3.1 Ability to Integrate Greater Levels of Renewable Energy Resources is Driving the Market
6.4 Digital Wind Farm
6.4.1 Optimizing Operations and Improving the Performance of A Wind Turbine are Driving the Market
6.5 Digital Hydropower Plant
6.5.1 Improved Asset Life and Higher Operational Efficiency are Driving the Market
6.6 Distributed Energy Resources
6.6.1 Real-Time Optimization of Resources is Driving the Market
7 Electrical Digital Twin Market, By Application (Page No. – 44)
7.1 Introduction
7.2 Asset Performance Management
7.2.1 Rise in Need to Minimize Unplanned Outages on Assets is Expected to Drive the Asset Performance Management Segment
7.2.1.1 Equipment Health
7.2.1.2 Reliability Management
7.2.1.3 Maintenance Optimization
7.3 Business & Operations Optimization
7.3.1 Increase in Demand for Operational Excellence Across Power Utilities is Expected to Drive the Business & Operations Optimization Segment
7.3.1.1 Operational Flexibility
7.3.1.2 Outage Management
7.4 Digital Twin Aggregate
7.4.1 Continuous Monitoring of Power Plant Assets is Likely to Drive the Demand for Digital Twin Aggregate
8 Electrical Digital Twin Market, By Deployment Type (Page No. – 50)
8.1 Introduction
8.2 Cloud
8.2.1 Continuous Monitoring of Assets Through Cloud-Based Deployment is Driving the Market
8.3 On-Premises
8.3.1 Need for Increased Security is Driving the Market
9 Electrical Digital Twin Market, By End-User (Page No. – 54)
9.1 Introduction
9.2 Utilities
9.2.1 Growing Penetration of Digital Solutions is Expected to Drive the Utilities Segment
9.2.2 Federal Utilities
9.2.3 Independent Power Producers
9.3 Grid Infrastructure Operators
9.3.1 Rise in Need for Grid Digitalization is Expected to Drive the Grid Infrastructure Operators Segment
10 Electrical Digital Twin Market, By Region (Page No. – 58)
10.1 Introduction
10.2 North America
10.2.1 US
10.2.1.1 Investment in Digital Technologies and Need for Renewable Energy Integration are Driving the Market
10.2.2 Canada
10.2.2.1 Need for Better Outage Management and Reducing Cost of Operations are Driving the Market
10.2.3 Mexico
10.2.3.1 Investments in Renewable Energy Technologies and Need for Decarbonization are Expected to Drive the Market
10.3 Asia Pacific
10.3.1 China
10.3.1.1 Need for Smooth Grid Operations Due to Renewable Penetration and Electric Vehicles is Driving the Market
10.3.2 Japan
10.3.2.1 Need for Power Sector Optimization and Rising Cost of Power are Driving the Market
10.3.3 Australia
10.3.3.1 Grid Reliability and Energy Security are Driving the Market
10.3.4 Rest of Asia Pacific
10.3.4.1 Higher Renewable Penetration and Better Forecasting Needs are Driving the Market
10.4 Europe
10.4.1 Germany
10.4.1.1 Need to Incorporate Higher Renewable Penetration and Ensuring Stable Grid Operations are Driving the Market
10.4.2 UK
10.4.2.1 Integration Challenge of Renewables and Need to Reduce Volatile Energy Prices are Driving the Market
10.4.3 France
10.4.3.1 Grid Reliability and Increasing Shift Toward Renewable Energy are Driving the Market
10.4.4 The Nordic Countries
10.4.4.1 Need for Stable Interconnected Grid is Driving the Market
10.4.5 Rest of Europe
10.4.5.1 Need for Sustainable Energy and Grid Operations are Driving the Market
10.5 South America
10.5.1 Brazil
10.5.1.1 Increase in Electricity Consumption and Investments in Power Generation Sources are Driving the Market
10.5.2 Argentina
10.5.2.1 Focus on Reconstructing the Electricity Market is Driving the Market
10.5.3 Rest of South America
10.6 Middle East & Africa
10.6.1 Saudi Arabia
10.6.1.1 Integrating Renewables to the Grid is Driving the Market
10.6.2 UAE
10.6.2.1 Increasing Investments in Renewable Energy are Likely to Drive the Market
10.6.3 South Africa
10.6.3.1 Rise in Demand for Asset Management is Expected to Drive the Market
10.6.4 Rest of Middle East & Africa
11 Competitive Landscape (Page No. – 91)
11.1 Introduction
11.2 Competitive Leadership Mapping
11.2.1 Visionary Leaders
11.2.2 Innovators
11.2.3 Dynamic
11.2.4 Emerging
11.3 Market Share Analysis
11.4 Competitive Scenario
11.4.1 New Product Developments
11.4.2 Mergers & Acquisitions
11.4.3 Contracts & Agreements
11.4.4 Expansions & Investments
11.4.5 Others
12 Company Profile (Page No. – 98)
(Business Overview, Products Offered, Recent Developments, and MnM View)*
12.1 ABB
12.2 AVEVA
12.3 Emerson
12.4 Etteplan
12.5 GE
12.6 Siemens
12.7 Wipro
12.8 SAS Institute
12.9 Acpd Services
12.10 Microsoft
12.11 IBM
12.12 Fujitsu
*Details on Business Overview, Products Offered, Recent Developments, and MnM View Might Not Be Captured in Case of Unlisted Companies
13 Appendix (Page No. – 124)
13.1 Insights of Industry Experts
13.2 Discussion Guide
13.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
13.4 Available Customizations
13.5 Related Reports
13.6 Author Details

List of Tables (63 Tables)
Table 1 Investment in Digital Twin Technologies and Projects is the Major Determining Factor for the Electrical Digital Twin Market
Table 2 Market Snapshot
Table 3 Market Size, By Twin Type,2017–2024 (USD Million)
Table 4 Digital Gas & Steam Power Plant: Market Size, By Region, 2017–2024 (USD Million)
Table 5 Digital Grid: Market Size, By Region, 2017–2024 (USD Million)
Table 6 Digital Wind Farm: Market Size, By Region, 2017–2024 (USD Million)
Table 7 Digital Hydropower Plant: Market Size,By Region, 2017–2024 (USD Million)
Table 8 Distributed Energy Resources: Market Size, By Region, 2017–2024 (USD Million)
Table 9 Electrical Digital Twin Market Size, By Application, 2017–2024 (USD Million)
Table 10 Asset Performance Management: Market Size, By Region, 2017–2024 (USD Million)
Table 11 Business & Operations Optimization: Market Size, By Region, 2017–2024 (USD Million)
Table 12 Digital Twin Aggregate: Market Size, By Region, 2017–2024 (USD Million)
Table 13 Market Size, By Deployment Type,2017–2024 (USD Million)
Table 14 Cloud: Market Size, By Region, 2017–2024 (USD Million)
Table 15 On-Premises: Market Size, By Region, 2017–2024 (USD Million)
Table 16 Market Size, By End-User, 2017–2024 (USD Million)
Table 17 Utilities: Market Size, By Region, 2017–2024 (USD Million)
Table 18 Grid Infrastructure Operators: Market Size, By Region, 2017–2024 (USD Million)
Table 19 Market Size, By Region, 2017–2024 (USD Million)
Table 20 North America: Electrical Digital Twin Market Size, By Twin Type, 2017–2024 (USD Million)
Table 21 North America: Market Size, By Application, 2017–2024 (USD Million)
Table 22 North America: Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 23 North America: Market Size, By End-User, 2017–2024 (USD Million)
Table 24 North America: Market Size, By Country, 2017–2024 (USD Million)
Table 25 US: Market Size, By End-User, 2017–2024 (USD Million)
Table 26 Canada: Market Size, By End-User, 2017–2024 (USD Million)
Table 27 Mexico: Market Size, By End-User, 2017–2024 (USD Million)
Table 28 Asia Pacific: Electrical Digital Twin Market Size, By Twin Type, 2017–2024 (USD Million)
Table 29 Asia Pacific: Market Size, By Application, 2017–2024 (USD Million)
Table 30 Asia Pacific: Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 31 Asia Pacific: Market Size, By End-User, 2017–2024 (USD Million)
Table 32 Asia Pacific: Market Size, By Country, 2017–2024 (USD Million)
Table 33 China: Market Size, By End-User, 2017–2024 (USD Million)
Table 34 Japan: Market Size, By End-User, 2017–2024 (USD Million)
Table 35 Australia: Market Size, By End-User,2017–2024 (USD Million)
Table 36 Rest of Asia Pacific: Market Size, By End-User, 2017–2024 (USD Million)
Table 37 Europe: Electrical Digital Twin Market Size, By Twin Type,2017–2024 (USD Million)
Table 38 Europe: Market Size, By Application, 2017–2024 (USD Million)
Table 39 Europe: Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 40 Europe: Market Size, By End-User, 2017–2024 (USD Million)
Table 41 Europe: Market Size, By Country, 2017–2024 (USD Million)
Table 42 Germany: Market Size, By End-User, 2017–2024 (USD Million)
Table 43 UK: Market Size, By End-User, 2017–2024 (USD Million)
Table 44 France: Market Size, By End-User, 2017–2024 (USD Million)
Table 45 The Nordic Countries: Market Size, By End-User, 2017–2024 (USD Million)
Table 46 Rest of Europe: Market Size, By End-User, 2017–2024 (USD Million)
Table 47 South America: Electrical Digital Twin Market Size, By Twin Type, 2017–2024 (USD Million)
Table 48 South America: Market Size, By Application, 2017–2024 (USD Million)
Table 49 South America: Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 50 South America: Market Size, By End-User, 2017–2024 (USD Million)
Table 51 South America: Market Size, By Country, 2017–2024 (USD Million)
Table 52 Brazil: Market Size, By End-User, 2017–2024 (USD Million)
Table 53 Argentina: Market Size, By End-User,2017–2024 (USD Million)
Table 54 Rest of South America: Market Size, By End-User, 2017–2024 (USD Million)
Table 55 Middle East & Africa: Electrical Digital Twin Market Size, By Twin Type, 2017–2024 (USD Million)
Table 56 Middle East & Africa: Market Size, By Application, 2017–2024 (USD Million)
Table 57 Middle East & Africa: Market Size,By Deployment Type, 2017–2024 (USD Million)
Table 58 Middle East & Africa: Market Size, By End-User, 2017–2024 (USD Million)
Table 59 Middle East & Africa: Market Size, By Country, 2017–2024 (USD Million)
Table 60 Saudi Arabia: Market Size, By End-User, 2017–2024 (USD Million)
Table 61 UAE: Market Size, By End-User, 2017–2024 (USD Million)
Table 62 South Africa: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 63 Rest of Middle East & Africa: Market Size, By End-User, 2017–2024 (USD Million)

List of Figures (37 Figures)
Figure 1 North America Dominated the Market,By Region, in 2018
Figure 2 Digital Gas & Steam Power Plant Segment is Expected to Hold the Largest Share of the Electrical Digital Twin Market,By Twin Type, During the Forecast Period
Figure 3 Asset Performance Management Segment is Expected to Lead the Market, By Application, During the Forecast Period
Figure 4 On-Premises Segment is Expected to Lead the Market, By Deployment Type, During the Forecast Period
Figure 5 Utilities Segment is Expected to Lead the Electrical Digital Twin Market, By End-User, During the Forecast Period
Figure 6 Improved Accuracy and Efficiency in Power Sector Operations is Driving the Electrical Digital Twin Market
Figure 7 On-Premises Segment is Expected to Dominate the Market, By Deployment Type, During the Forecast Period
Figure 8 Digital Gas & Steam Power Plant Segment is Expected to Dominate the Electrical Digital Twin Market, By Twin Type, During the ForecastPeriod 28
Figure 9 Asset Performance Management and the Us Dominated the North American Market in 2018
Figure 10 Utilities Segment is Expected to Dominate the Electrical Digital Twin Market, By End-User, During the Forecast Period
Figure 11 North American Electrical Digital Twin Market is Expected to Grow at the Highest Cagr During the Forecast Period
Figure 13 Drivers, Restraints, Opportunities, and Challenges
Figure 14 Global Renewable Energy Share in the Generation Mix, 2016–2023
Figure 15 Renewable Energy Consumption, By Technology, 2017–2023
Figure 16 Market, By Twin Type, 2019–2024 (USD Million)
Figure 17 Renewable Energy Capacity Addition, By Technology, 2015–2018 (In Gw)
Figure 18 Asset Performance Management Segment LED the Market, By Application, in 2018
Figure 19 On-Premises Segment LED the Market, By Deployment Type, in 2018
Figure 20 Utilities Segment LED the Market, By End-User, in 2018 (USD Million)
Figure 21 Regional Snapshot: the North American Market is Expected to Grow at the Highest Cagr During the Forecast Period
Figure 22 Market Share (Value), By Region, 2018
Figure 23 North America: Regional Snapshot
Figure 24 Europe: Regional Snapshot
Figure 25 Key Developments in the Electrical Digital Twin Market, November 2016–April 2019
Figure 26 Electrical Digital Twin (Global) Competitive Leadership Mapping, 2018
Figure 27 Ranking of Key Players, 2018
Figure 28 ABB: Company Snapshot
Figure 29 AVEVA: Company Snapshot
Figure 30 Emerson: Company Snapshot
Figure 31 Etteplan: Company Snapshot
Figure 32 GE: Company Snapshot
Figure 33 Siemens: Company Snapshot
Figure 34 Wipro: Company Snapshot
Figure 35 Microsoft: Company Snapshot
Figure 36 IBM: Company Snapshot
Figure 37 Fujitsu: Company Snapshot

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