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Market Research Report
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1056557

Electrical Digital Twin Market Research Report by Twin Type, by Usage Type, by Deployment Type, by End User, by Application, by Region - Global Forecast to 2027 - Cumulative Impact of COVID-19

Published: | 360iResearch LLP | 184 Pages | Delivery time: 1-2 business days

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Electrical Digital Twin Market Research Report by Twin Type, by Usage Type, by Deployment Type, by End User, by Application, by Region - Global Forecast to 2027 - Cumulative Impact of COVID-19
Published: February 1, 2022
360iResearch LLP
Content info: 184 Pages
Delivery time: 1-2 business days
  • Description
  • Table of Contents
  • List of Tables

The Global Electrical Digital Twin Market size was estimated at USD 789.98 million in 2020 and expected to reach USD 917.72 million in 2021, at a CAGR 16.60% to reach USD 2,315.14 million by 2027.

Market Statistics:

The report provides market sizing and forecast across five major currencies - USD, EUR, JPY, GBP, AUD, CAD, and CHF. It helps organization leaders make better decisions when currency exchange data is readily available. In this report, the years 2018 and 2019 are considered historical years, 2020 as the base year, 2021 as the estimated year, and years from 2022 to 2027 are considered the forecast period.

Market Segmentation & Coverage:

This research report categorizes the Electrical Digital Twin to forecast the revenues and analyze the trends in each of the following sub-markets:

Based on Twin Type, the market was studied across Digital Gas & Steam Power Plant, Digital Grid, Digital Hydropower Plant, Digital Wind Farm, and Distributed Energy Resources.

Based on Usage Type, the market was studied across Process Digital Twin, Product Digital Twin, and System Digital Twin.

Based on Deployment Type, the market was studied across Cloud and On-premises.

Based on End User, the market was studied across Grid Infrastructure Operators and Utilities.

Based on Application, the market was studied across Asset Performance Management and Business & Operations Optimization.

Based on Region, the market was studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, and Thailand. The Europe, Middle East & Africa is further studied across France, Germany, Italy, Netherlands, Qatar, Russia, Saudi Arabia, South Africa, Spain, United Arab Emirates, and United Kingdom.

Cumulative Impact of COVID-19:

COVID-19 is an incomparable global public health emergency that has affected almost every industry, and the long-term effects are projected to impact the industry growth during the forecast period. Our ongoing research amplifies our research framework to ensure the inclusion of underlying COVID-19 issues and potential paths forward. The report delivers insights on COVID-19 considering the changes in consumer behavior and demand, purchasing patterns, re-routing of the supply chain, dynamics of current market forces, and the significant interventions of governments. The updated study provides insights, analysis, estimations, and forecasts, considering the COVID-19 impact on the market.

Competitive Strategic Window:

The Competitive Strategic Window analyses the competitive landscape in terms of markets, applications, and geographies to help the vendor define an alignment or fit between their capabilities and opportunities for future growth prospects. It describes the optimal or favorable fit for the vendors to adopt successive merger and acquisition strategies, geography expansion, research & development, and new product introduction strategies to execute further business expansion and growth during a forecast period.

FPNV Positioning Matrix:

The FPNV Positioning Matrix evaluates and categorizes the vendors in the Electrical Digital Twin Market based on Business Strategy (Business Growth, Industry Coverage, Financial Viability, and Channel Support) and Product Satisfaction (Value for Money, Ease of Use, Product Features, and Customer Support) that aids businesses in better decision making and understanding the competitive landscape.

Market Share Analysis:

The Market Share Analysis offers the analysis of vendors considering their contribution to the overall market. It provides the idea of its revenue generation into the overall market compared to other vendors in the space. It provides insights into how vendors are performing in terms of revenue generation and customer base compared to others. Knowing market share offers an idea of the size and competitiveness of the vendors for the base year. It reveals the market characteristics in terms of accumulation, fragmentation, dominance, and amalgamation traits.

Competitive Scenario:

The Competitive Scenario provides an outlook analysis of the various business growth strategies adopted by the vendors. The news covered in this section deliver valuable thoughts at the different stage while keeping up-to-date with the business and engage stakeholders in the economic debate. The competitive scenario represents press releases or news of the companies categorized into Merger & Acquisition, Agreement, Collaboration, & Partnership, New Product Launch & Enhancement, Investment & Funding, and Award, Recognition, & Expansion. All the news collected help vendor to understand the gaps in the marketplace and competitor's strength and weakness thereby, providing insights to enhance product and service.

Company Usability Profiles:

The report profoundly explores the recent significant developments by the leading vendors and innovation profiles in the Global Electrical Digital Twin Market, including ABB Ltd., ACPD Services Ltd, Altair Engineering Inc, Ansys, Inc., AVEVA GROUP, Bentley Systems, Inc., DNV GL, Emerson Electric Co., Etteplan Sweden AB., Fujitsu Limited, General Electric Company, International Business Machines Corporation, Microsoft Corporation, Oracle Corporation, PhDsoft Tecnologia Limitada, SAP SE, SAS INSTITUTE, Schneider Electric SE, Siemens AG, and Wipro Products Limited.

The report provides insights on the following pointers:

  • 1. Market Penetration: Provides comprehensive information on the market offered by the key players
  • 2. Market Development: Provides in-depth information about lucrative emerging markets and analyze penetration across mature segments of the markets
  • 3. Market Diversification: Provides detailed information about new product launches, untapped geographies, recent developments, and investments
  • 4. Competitive Assessment & Intelligence: Provides an exhaustive assessment of market shares, strategies, products, certification, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players
  • 5. Product Development & Innovation: Provides intelligent insights on future technologies, R&D activities, and breakthrough product developments

The report answers questions such as:

  • 1. What is the market size and forecast of the Global Electrical Digital Twin Market?
  • 2. What are the inhibiting factors and impact of COVID-19 shaping the Global Electrical Digital Twin Market during the forecast period?
  • 3. Which are the products/segments/applications/areas to invest in over the forecast period in the Global Electrical Digital Twin Market?
  • 4. What is the competitive strategic window for opportunities in the Global Electrical Digital Twin Market?
  • 5. What are the technology trends and regulatory frameworks in the Global Electrical Digital Twin Market?
  • 6. What is the market share of the leading vendors in the Global Electrical Digital Twin Market?
  • 7. What modes and strategic moves are considered suitable for entering the Global Electrical Digital Twin Market?
Product Code: MRR-BB6269D13D4E

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Limitations
  • 1.7. Assumptions
  • 1.8. Stakeholders

2. Research Methodology

  • 2.1. Introduction
  • 2.2. Define: Research Objective
  • 2.3. Determine: Research Design
  • 2.4. Prepare: Research Instrument
  • 2.5. Collect: Data Source
  • 2.6. Analyze: Data Interpretation
  • 2.7. Formulate: Data Verification
  • 2.8. Publish: Research Report
  • 2.9. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Ongoing trend of decentralization of distributed energy resources
      • 5.1.1.2. Rising efficiency and optimization of operations of power sector
      • 5.1.1.3. Emerging integration of variable renewable energy
    • 5.1.2. Restraints
      • 5.1.2.1. Availability of advanced mathematical models coupled with system complexities
    • 5.1.3. Opportunities
      • 5.1.3.1. Rapid adoption of advanced technologies for implementation of electrical digital twin
      • 5.1.3.2. Growing digitalization in power sector
      • 5.1.3.3. High demand for protection of electrical data management
    • 5.1.4. Challenges
      • 5.1.4.1. Dearth of skilled and experienced workforce
  • 5.2. Cumulative Impact of COVID-19

6. Electrical Digital Twin Market, by Twin Type

  • 6.1. Introduction
  • 6.2. Digital Gas & Steam Power Plant
  • 6.3. Digital Grid
  • 6.4. Digital Hydropower Plant
  • 6.5. Digital Wind Farm
  • 6.6. Distributed Energy Resources

7. Electrical Digital Twin Market, by Usage Type

  • 7.1. Introduction
  • 7.2. Process Digital Twin
  • 7.3. Product Digital Twin
  • 7.4. System Digital Twin

8. Electrical Digital Twin Market, by Deployment Type

  • 8.1. Introduction
  • 8.2. Cloud
  • 8.3. On-premises

9. Electrical Digital Twin Market, by End User

  • 9.1. Introduction
  • 9.2. Grid Infrastructure Operators
  • 9.3. Utilities

10. Electrical Digital Twin Market, by Application

  • 10.1. Introduction
  • 10.2. Asset Performance Management
  • 10.3. Business & Operations Optimization

11. Americas Electrical Digital Twin Market

  • 11.1. Introduction
  • 11.2. Argentina
  • 11.3. Brazil
  • 11.4. Canada
  • 11.5. Mexico
  • 11.6. United States

12. Asia-Pacific Electrical Digital Twin Market

  • 12.1. Introduction
  • 12.2. Australia
  • 12.3. China
  • 12.4. India
  • 12.5. Indonesia
  • 12.6. Japan
  • 12.7. Malaysia
  • 12.8. Philippines
  • 12.9. Singapore
  • 12.10. South Korea
  • 12.11. Taiwan
  • 12.12. Thailand

13. Europe, Middle East & Africa Electrical Digital Twin Market

  • 13.1. Introduction
  • 13.2. France
  • 13.3. Germany
  • 13.4. Italy
  • 13.5. Netherlands
  • 13.6. Qatar
  • 13.7. Russia
  • 13.8. Saudi Arabia
  • 13.9. South Africa
  • 13.10. Spain
  • 13.11. United Arab Emirates
  • 13.12. United Kingdom

14. Competitive Landscape

  • 14.1. FPNV Positioning Matrix
    • 14.1.1. Quadrants
    • 14.1.2. Business Strategy
    • 14.1.3. Product Satisfaction
  • 14.2. Market Ranking Analysis
  • 14.3. Market Share Analysis, By Key Player
  • 14.4. Competitive Scenario
    • 14.4.1. Merger & Acquisition
    • 14.4.2. Agreement, Collaboration, & Partnership
    • 14.4.3. New Product Launch & Enhancement
    • 14.4.4. Investment & Funding
    • 14.4.5. Award, Recognition, & Expansion

15. Company Usability Profiles

  • 15.1. ABB Ltd.
  • 15.2. ACPD Services Ltd
  • 15.3. Altair Engineering Inc
  • 15.4. Ansys, Inc.
  • 15.5. AVEVA GROUP
  • 15.6. Bentley Systems, Inc.
  • 15.7. DNV GL
  • 15.8. Emerson Electric Co.
  • 15.9. Etteplan Sweden AB.
  • 15.10. Fujitsu Limited
  • 15.11. General Electric Company
  • 15.12. International Business Machines Corporation
  • 15.13. Microsoft Corporation
  • 15.14. Oracle Corporation
  • 15.15. PhDsoft Tecnologia Limitada
  • 15.16. SAP SE
  • 15.17. SAS INSTITUTE
  • 15.18. Schneider Electric SE
  • 15.19. Siemens AG
  • 15.20. Wipro Products Limited

16. Appendix

  • 16.1. Discussion Guide
  • 16.2. License & Pricing

LIST OF FIGURES

  • FIGURE 1. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: RESEARCH PROCESS
  • FIGURE 2. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: MARKET DYNAMICS
  • FIGURE 3. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY TWIN TYPE, 2020 VS 2027 (%)
  • FIGURE 4. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY TWIN TYPE, 2020 VS 2027 (USD MILLION)
  • FIGURE 5. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY TWIN TYPE, 2027
  • FIGURE 6. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL GAS & STEAM POWER PLANT, 2018-2027 (USD MILLION)
  • FIGURE 7. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL GAS & STEAM POWER PLANT, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 8. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL GRID, 2018-2027 (USD MILLION)
  • FIGURE 9. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL GRID, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 10. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL HYDROPOWER PLANT, 2018-2027 (USD MILLION)
  • FIGURE 11. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL HYDROPOWER PLANT, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 12. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL WIND FARM, 2018-2027 (USD MILLION)
  • FIGURE 13. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL WIND FARM, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 14. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DISTRIBUTED ENERGY RESOURCES, 2018-2027 (USD MILLION)
  • FIGURE 15. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DISTRIBUTED ENERGY RESOURCES, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 16. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY USAGE TYPE, 2020 VS 2027 (%)
  • FIGURE 17. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY USAGE TYPE, 2020 VS 2027 (USD MILLION)
  • FIGURE 18. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY USAGE TYPE, 2027
  • FIGURE 19. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY PROCESS DIGITAL TWIN, 2018-2027 (USD MILLION)
  • FIGURE 20. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY PROCESS DIGITAL TWIN, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 21. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY PRODUCT DIGITAL TWIN, 2018-2027 (USD MILLION)
  • FIGURE 22. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY PRODUCT DIGITAL TWIN, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 23. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY SYSTEM DIGITAL TWIN, 2018-2027 (USD MILLION)
  • FIGURE 24. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY SYSTEM DIGITAL TWIN, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 25. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DEPLOYMENT TYPE, 2020 VS 2027 (%)
  • FIGURE 26. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DEPLOYMENT TYPE, 2020 VS 2027 (USD MILLION)
  • FIGURE 27. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DEPLOYMENT TYPE, 2027
  • FIGURE 28. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY CLOUD, 2018-2027 (USD MILLION)
  • FIGURE 29. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY CLOUD, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 30. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY ON-PREMISES, 2018-2027 (USD MILLION)
  • FIGURE 31. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY ON-PREMISES, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 32. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY END USER, 2020 VS 2027 (%)
  • FIGURE 33. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY END USER, 2020 VS 2027 (USD MILLION)
  • FIGURE 34. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY END USER, 2027
  • FIGURE 35. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY GRID INFRASTRUCTURE OPERATORS, 2018-2027 (USD MILLION)
  • FIGURE 36. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY GRID INFRASTRUCTURE OPERATORS, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 37. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY UTILITIES, 2018-2027 (USD MILLION)
  • FIGURE 38. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY UTILITIES, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 39. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY APPLICATION, 2020 VS 2027 (%)
  • FIGURE 40. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY APPLICATION, 2020 VS 2027 (USD MILLION)
  • FIGURE 41. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY APPLICATION, 2027
  • FIGURE 42. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, 2018-2027 (USD MILLION)
  • FIGURE 43. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 44. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY BUSINESS & OPERATIONS OPTIMIZATION, 2018-2027 (USD MILLION)
  • FIGURE 45. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY BUSINESS & OPERATIONS OPTIMIZATION, BY REGION, 2020 VS 2027 (USD MILLION)
  • FIGURE 46. AMERICAS ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 47. ARGENTINA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 48. BRAZIL ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 49. CANADA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 50. MEXICO ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 51. UNITED STATES ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 52. ASIA-PACIFIC ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 53. AUSTRALIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 54. CHINA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 55. INDIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 56. INDONESIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 57. JAPAN ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 58. MALAYSIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 59. PHILIPPINES ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 60. SINGAPORE ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 61. SOUTH KOREA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 62. TAIWAN ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 63. THAILAND ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 64. EUROPE, MIDDLE EAST & AFRICA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 65. FRANCE ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 66. GERMANY ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 67. ITALY ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 68. NETHERLANDS ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 69. QATAR ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 70. RUSSIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 71. SAUDI ARABIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 72. SOUTH AFRICA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 73. SPAIN ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 74. UNITED ARAB EMIRATES ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 75. UNITED KINGDOM ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • FIGURE 76. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: FPNV POSITIONING MATRIX
  • FIGURE 77. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: SHARE, BY KEY PLAYER, 2020
  • FIGURE 78. COMPETITIVE SCENARIO ANALYSIS IN GLOBAL ELECTRICAL DIGITAL TWIN MARKET, BY TYPE

LIST OF TABLES

  • TABLE 1. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2016-2020
  • TABLE 3. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY TWIN TYPE, 2018-2027 (USD MILLION)
  • TABLE 4. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL GAS & STEAM POWER PLANT, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 5. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL GRID, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 6. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL HYDROPOWER PLANT, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 7. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DIGITAL WIND FARM, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 8. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DISTRIBUTED ENERGY RESOURCES, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 9. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY USAGE TYPE, 2018-2027 (USD MILLION)
  • TABLE 10. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY PROCESS DIGITAL TWIN, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 11. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY PRODUCT DIGITAL TWIN, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 12. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY SYSTEM DIGITAL TWIN, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 13. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2027 (USD MILLION)
  • TABLE 14. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY CLOUD, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 15. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 16. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY END USER, 2018-2027 (USD MILLION)
  • TABLE 17. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY GRID INFRASTRUCTURE OPERATORS, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 18. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY UTILITIES, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 19. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY APPLICATION, 2018-2027 (USD MILLION)
  • TABLE 20. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY ASSET PERFORMANCE MANAGEMENT, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 21. GLOBAL ELECTRICAL DIGITAL TWIN MARKET SIZE, BY BUSINESS & OPERATIONS OPTIMIZATION, BY REGION, 2018-2027 (USD MILLION)
  • TABLE 22. AMERICAS ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 23. ARGENTINA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 24. BRAZIL ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 25. CANADA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 26. MEXICO ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 27. UNITED STATES ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 28. ASIA-PACIFIC ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 29. AUSTRALIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 30. CHINA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 31. INDIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 32. INDONESIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 33. JAPAN ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 34. MALAYSIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 35. PHILIPPINES ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 36. SINGAPORE ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 37. SOUTH KOREA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 38. TAIWAN ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 39. THAILAND ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 40. EUROPE, MIDDLE EAST & AFRICA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 41. FRANCE ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 42. GERMANY ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 43. ITALY ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 44. NETHERLANDS ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 45. QATAR ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 46. RUSSIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 47. SAUDI ARABIA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 48. SOUTH AFRICA ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 49. SPAIN ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 50. UNITED ARAB EMIRATES ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 51. UNITED KINGDOM ELECTRICAL DIGITAL TWIN MARKET SIZE, 2018-2027 (USD MILLION)
  • TABLE 52. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: SCORES
  • TABLE 53. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: BUSINESS STRATEGY
  • TABLE 54. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: PRODUCT SATISFACTION
  • TABLE 55. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: RANKING
  • TABLE 56. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: SHARE, BY KEY PLAYER, 2020
  • TABLE 57. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: MERGER & ACQUISITION
  • TABLE 58. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: AGREEMENT, COLLABORATION, & PARTNERSHIP
  • TABLE 59. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: NEW PRODUCT LAUNCH & ENHANCEMENT
  • TABLE 60. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: INVESTMENT & FUNDING
  • TABLE 61. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: AWARD, RECOGNITION, & EXPANSION
  • TABLE 62. GLOBAL ELECTRICAL DIGITAL TWIN MARKET: LICENSE & PRICING