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Electrical Digital Twin Market by Twin Type (Gas & Steam Power Plant, Wind Farm, Digital Grid, Others), Usage Type (Product, Process, System), Deployment Type (Cloud, On-Premises), End User, Application, and Geography - Global Forecast to 2026

  • ID: 4803973
  • Report
  • November 2021
  • Region: Global
  • 217 Pages
  • Markets and Markets
The digital gas & steam power plant segment, by twin type, is expected to be the largest market from 2021 to 2026

FEATURED COMPANIES

  • Abb
  • Ansys
  • Dnv
  • Fujitsu
  • Mircosoft
  • Sap

The electrical digital twin market is projected to reach USD 1.3 billion by 2026 from an estimated USD 0.8 billion in 2021, at a CAGR of 12.2% during the forecast period. The global electrical digital twin market is driven by the reduction in unplanned downtime and operation & maintenance costs and the increase in efficiency and optimization of operations of power sector owing to the use of electrical digital twins. Growing demand to achieve network-level optimization and the increasing adoption of advanced technologies for the implementation of digital twin applications are expected to offer lucrative opportunities for the electrical digital twin market during the forecast period


The cloud segment, by deployment type, is expected to be the fastest-growing market from 2021 to 2026

The deployment type segment is categorized as cloud and on-premise. The cloud segment of the electrical digital twin market is expected to grow at the fastest rate during the forecast period, as cloud-based solutions offer various advantages, such as scalability, adaptability, cost-effectiveness, and low energy consumption, due to which their adoption rate is increasing at a significant rate across organizations.

The digital gas & steam power plant segment, by twin type, is expected to be the largest market from 2021 to 2026

The digital gas & steam power plant segment held the largest share of the electrical digital twin market as power sector operators globally are gradually planning to implement digital twins of gas and steam power plants to reduce emission and fuel consumption of gas and steam turbine assets. The digital twins of gas and steam power plants can also help operators optimize their strategies, improve machine and equipment health, and increase reliability through performance management.

North America: The largest and the fastest-growing region in the electrical digital twin market.

North America is expected to dominate the global electrical digital twin market between 2021-2026. North America has aging power infrastructures, which may increase the risk of a widespread blackout. Therefore, governments of different countries in this region are actively focusing on upgrading and replacing aging infrastructures for improved grid reliability and resilience, along with enabling smart electricity networks. Digital twin technologies help utilities in the region analyze and model their power generation operations amid the ever-changing generation resource mix.

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- 65%, Tier 2- 24%, and Tier 3- 11%
  • By Designation: C-Level- 30%, D-Level- 25%, and Others- 45%
  • By Region: North America- 33%, Europe- 27%, Asia Pacific- 20%,- 4%, and South America-12%, Middle East & Africa- 8%

Note: “Others” include sales managers, engineers, and regional managers

The tiers of the companies are defined based on their total revenue as of 2019: Tier 1: >USD 1 billion, Tier 2: USD 500 million-1 billion, and Tier 3: <USD 500 million

The 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 ABB (Switzerland), General Electric (US), Siemens (Germany), Emerson (US), and AVEVA Group (UK). Some of the other major players include Schneider Electric (France), Microsoft (US), Wipro (India), SAS Institute (US), SAP (Germany), IBM (US), ANSYS (US), Bentley Systems (US), and others.

Study Coverage:

The report defines, describes, and forecasts the electrical digital twin market, by twin type, usage type, deployment type, end user, application, and geography. 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, which include the analysis of the competitive landscape, market dynamics, market estimates in terms of value, and future trends in the electrical digital twin market.

Key Benefits of Buying the Report

  1. The report identifies and addresses the key markets for electrical digital twin operations and services, which would help electrical digital twin providers 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 better strategic decisions.
Frequently Asked Questions about the Global Electrical Digital Twin Market

What is the estimated value of the Global Electrical Digital Twin Market?

The Global Electrical Digital Twin Market was estimated to be valued at €0.80 Billion in 2021.

What is the growth rate of the Global Electrical Digital Twin Market?

The growth rate of the Global Electrical Digital Twin Market is 12.2%, with an estimated value of €1.30 Billion by 2026.

What is the forecasted size of the Global Electrical Digital Twin Market?

The Global Electrical Digital Twin Market is estimated to be worth €1.30 Billion by 2026.

Who are the key companies in the Global Electrical Digital Twin Market?

Key companies in the Global Electrical Digital Twin Market include Abb, Aveva Group, General Electric, Siemens, Emerson, Etteplan, Wipro, Mircosoft and Schneider Electric.
Note: Product cover images may vary from those shown

FEATURED COMPANIES

  • Abb
  • Ansys
  • Dnv
  • Fujitsu
  • Mircosoft
  • Sap
1 Introduction
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
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
4 Premium Insights
4.1 Attractive Opportunities in the Electrical Digital Twin Market
4.2 Electrical Digital Twin Market, By Deployment Type
4.3 Electrical Digital Twin Market, By Twin Type
4.4 North American Electrical Digital Twin Market, By Application & Country
4.5 Electrical Digital Twin Market, By End-User
4.6 Electrical Digital Twin Market, By Region
5 Market Overview
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
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
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
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
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
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 Electrical Digital Twin 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 Electrical Digital Twin 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 Electrical Digital Twin 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
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
(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
13.1 Insights of Industry Experts
13.2 Discussion Guide
13.3 Knowledge Store: Publisher's Subscription Portal
13.4 Available Customizations
13.5 Related Reports
13.6 Author Details
List of Tables
Table 1 Investment in Digital Twin Technologies and Projects is the Major Determining Factor for the Electrical Digital Twin Market
Table 2 Electrical Digital Twin Market Snapshot
Table 3 Electrical Digital Twin Market Size, By Twin Type,2017–2024 (USD Million)
Table 4 Digital Gas & Steam Power Plant: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 5 Digital Grid: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 6 Digital Wind Farm: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 7 Digital Hydropower Plant: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 8 Distributed Energy Resources: Electrical Digital Twin 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: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 11 Business & Operations Optimization: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 12 Digital Twin Aggregate: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 13 Electrical Digital Twin Market Size, By Deployment Type,2017–2024 (USD Million)
Table 14 Cloud: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 15 On-Premises: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 16 Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 17 Utilities: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 18 Grid Infrastructure Operators: Electrical Digital Twin Market Size, By Region, 2017–2024 (USD Million)
Table 19 Electrical Digital Twin 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: Electrical Digital Twin Market Size, By Application, 2017–2024 (USD Million)
Table 22 North America: Electrical Digital Twin Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 23 North America: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 24 North America: Electrical Digital Twin Market Size, By Country, 2017–2024 (USD Million)
Table 25 US: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 26 Canada: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 27 Mexico: Electrical Digital Twin 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: Electrical Digital Twin Market Size, By Application, 2017–2024 (USD Million)
Table 30 Asia Pacific: Electrical Digital Twin Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 31 Asia Pacific: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 32 Asia Pacific: Electrical Digital Twin Market Size, By Country, 2017–2024 (USD Million)
Table 33 China: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 34 Japan: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 35 Australia: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 36 Rest of Asia Pacific: Electrical Digital Twin 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: Electrical Digital Twin Market Size, By Application, 2017–2024 (USD Million)
Table 39 Europe: Electrical Digital Twin Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 40 Europe: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 41 Europe: Electrical Digital Twin Market Size, By Country, 2017–2024 (USD Million)
Table 42 Germany: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 43 UK: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 44 France: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 45 The Nordic Countries: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 46 Rest of Europe: Electrical Digital Twin 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: Electrical Digital Twin Market Size, By Application, 2017–2024 (USD Million)
Table 49 South America: Electrical Digital Twin Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 50 South America: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 51 South America: Electrical Digital Twin Market Size, By Country, 2017–2024 (USD Million)
Table 52 Brazil: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 53 Argentina: Electrical Digital Twin Market Size, By End-User,2017–2024 (USD Million)
Table 54 Rest of South America: Electrical Digital Twin 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: Electrical Digital Twin Market Size, By Application, 2017–2024 (USD Million)
Table 57 Middle East & Africa: Electrical Digital Twin Market Size, By Deployment Type, 2017–2024 (USD Million)
Table 58 Middle East & Africa: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 59 Middle East & Africa: Electrical Digital Twin Market Size, By Country, 2017–2024 (USD Million)
Table 60 Saudi Arabia: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
Table 61 UAE: Electrical Digital Twin 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: Electrical Digital Twin Market Size, By End-User, 2017–2024 (USD Million)
List of Figures
Figure 1 North America Dominated the Electrical Digital Twin 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 Electrical Digital Twin Market, By Application, During the Forecast Period
Figure 4 On-Premises Segment is Expected to Lead the Electrical Digital Twin 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 Electrical Digital Twin 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 forecast period
Figure 9 Asset Performance Management and the Us Dominated the North American Electrical Digital Twin 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 Electrical Digital Twin 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 Electrical Digital Twin Market, By Application, in 2018
Figure 19 On-Premises Segment LED the Electrical Digital Twin Market, By Deployment Type, in 2018
Figure 20 Utilities Segment LED the Electrical Digital Twin 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 Electrical Digital Twin 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
Note: Product cover images may vary from those shown
  • Abb
  • Aveva Group
  • General Electric
  • Siemens
  • Emerson
  • Etteplan
  • Wipro
  • Mircosoft
  • Ibm
  • Schneider Electric
  • Sap
  • Ansys
  • Bentley Systems
  • Fujitsu
  • Acpd Services
  • Oracle
  • Sas Institute
  • Altair Engineering
  • Dnv
  • Phdsoft
Note: Product cover images may vary from those shown
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