#Digital Twin market

[delvens-blog]

Digital Twin Market Size 2023-2030: ABB, AVEVA Group plc, Dassault Systemes

Digital Twin Market by Power Source (Battery-Powered, hardwired with battery backup, Hardwired without battery backup), Type (Photoelectric Smoke Detectors, Ionization Smoke Detectors), Service, Distribution Channel, and region (North America, Europe, Asia-Pacific, Middle East, and Africa and South America). The global Digital Twin Market size is 11.12 billion USD in 2022 and is projected to reach a CAGR of 60.9% from 2023-2030.

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Digital twin technology has allowed businesses in end-use industries to generate digital equivalents of objects and systems across the product lifecycle. The potential use cases of digital twin technology have expanded rapidly over the years, anchored in the increasing trend of integration with internet-of-things  (IoT) sensors. Coupled with AI and analytics, the capabilities of digital twins are enabling engineers to carry out simulations before a physical product is developed. As a result, digital twins are being deployed by manufacturing companies to shorten time-to-market. Additionally, digital twin technology is also showing its potential in optimizing maintenance costs and timelines, thus has attracted colossal interest among manufacturing stalwarts, notably in discrete manufacturing.

The shift to interconnected environments across industries is driving the demand for digital twin solutions across the world. Massive adoption of IoT is being witnessed, with over 41 billion connected IoT devices expected to be in use by 2030. For the successful implementation and functioning of IoT, increasing the throughput for every part or “thing” is necessary, which is made possible by digital twin technology. Since the behavior and performance of a system over its lifetime depend on its components, the demand for digital twin technology is increasing across the world for system improvement. The emergence of digitalization in manufacturing is driving the global digital twin market. Manufacturing units across the globe are investing in digitalization strategies to increase their operational efficiency, productivity, and accuracy. These digitalization solutions including digital twin are contributing to an increase in manufacturer responsiveness and agility through changing customer demands and market conditions.

On the other hand, there has been a wide implementation of digital technologies like artificial intelligence, IoT, clog, and big data which is increasing across the business units. The market solutions help in the integration of IoT sensors and technologies that help in the virtualization of the physical twin. The connectivity is growing and so are the associated risks like security, data protection, and regulations, alongside compliance.

During the COVID-19 pandemic, the use of digital twin technologies to manage industrial and manufacturing assets increased significantly across production facilities to mitigate the risks associated with the outbreak. Amid the lockdown, the U.S. implemented a National Digital Twin Program, which was expected to leverage the digital twin blueprint of major cities of the U.S. to improve smart city infrastructure and service delivery. The COVID-19 pandemic positively impacted the digital twin market demand for twin technology.

Delvens Industry Expert’s Standpoint

The use of solutions like digital twins is predicted to be fueled by the rapid uptake of 3D printing technology, rising demand for digital twins in the healthcare and pharmaceutical sectors, and the growing tendency for IoT solution adoption across multiple industries. With pre-analysis of the actual product, while it is still in the creation stage, digital twins technology helps to improve physical product design across the full product lifetime. Technology like digital twins can be of huge help to doctors and surgeons in the near future and hence, the market is expected to grow.

Market Portfolio

Key Findings

The enterprise segment is further segmented into Large Enterprises and Small & Medium Enterprises. Small & Medium Enterprises are expected to dominate the market during the forecast period. It is further expected to grow at the highest CAGR from 2023 to 2030.

The industry segment is further segmented into Automotive & Transportation, Energy & Utilities, Infrastructure, Healthcare, Aerospace, Oil & Gas, Telecommunications, Agriculture, Retail, and Other Industries. The automotive & transportation industry is expected to account for the largest share of the digital twin market during the forecast period. The growth can be attributed to the increasing usage of digital twins for designing, simulation, MRO (maintenance, repair, and overhaul), production, and after-service.  

The market is also divided into various regions such as North America, Europe, Asia-Pacific, South America, and Middle East and Africa. North America is expected to hold the largest share of the digital twin market throughout the forecast period. North America is a major hub for technological innovations and an early adopter of digital twins and related technologies.  

During the COVID-19 pandemic, the use of digital twin technologies to manage industrial and manufacturing assets increased significantly across production facilities to mitigate the risks associated with the outbreak. Amid the lockdown, the U.S. implemented a National Digital Twin Program, which was expected to leverage the digital twin blueprint of major cities of the U.S. to improve smart city infrastructure and service delivery. The COVID-19 pandemic positively impacted the digital twin market demand for twin technology.  

Regional Analysis

North America to Dominate the Market

North America is expected to hold the largest share of the digital twin market throughout the forecast period. North America is a major hub for technological innovations and an early adopter of digital twins and related technologies.  

North America has an established ecosystem for digital twin practices and the presence of large automotive & transportation, aerospace, chemical, energy & utilities, and food & beverage companies in the US. These industries are replacing legacy systems with advanced solutions to improve performance efficiency and reduce overall operational costs, resulting in the growth of the digital twin technology market in this region.

Competitive Landscape

ABB

AVEVA Group plc

Dassault Systemes

General Electric

Hexagon AB

IBM Corporation

SAP

Microsoft

Siemens

ANSYS

PTC

IBM

Recent Developments

In April 2022, GE Research (US) and GE Renewable Energy (France), subsidiaries of GE, collaborated and developed a cutting-edge artificial intelligence (AI)/machine learning (ML) technology that has the potential to save the worldwide wind industry billions of dollars in logistical expenses over the next decade. GE’s AI/ML tool uses a digital twin of the wind turbine logistics process to accurately predict and streamline logistics costs. Based on the current industry growth forecasts, AI/ML might enable a 10% decrease in logistics costs, representing a global cost saving to the wind sector of up to USD 2.6 billion annually by 2030.  

In March 2022, Microsoft announced a strategic partnership with Newcrest. The mining business of Newcrest would adopt Azure as its preferred cloud provider globally, as well as work on digital twins and a sustainability data model. Both organizations are working together on projects, including the use of digital twins to improve operational performance and developing a high-impact sustainability data model.

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Report Scope

Report FeatureDescriptionsGrowth RateCAGR of 60.9% during the forecasting period, 2023-2030Historical Data2019-2021Forecast Years2023-2030Base Year2022Units ConsideredRevenue in USD million and CAGR from 2023 to 2030Report Segmentationenterprise, platform, application, and region.Report AttributeMarket Revenue Sizing (Global, Regional and Country Level) Company Share Analysis, Market Dynamics, Company ProfilingRegional Level ScopeNorth America, Europe, Asia-Pacific, South America, and Middle East, and AfricaCountry Level ScopeU.S., Japan, Germany, U.K., China, India, Brazil, UAE, and South Africa (50+ Countries Across the Globe)Companies ProfiledABB; AVEVA Group plc; Dassault Systems; General Electric; Hexagon AB; IBM Corp.; SAP.Available CustomizationIn addition to the market data for Digital Twin Market, Delvens offers client-centric reports and customized according to the company’s specific demand and requirement.

TABLE OF CONTENTS

Large Enterprises

Small & Medium Enterprises            

Product Design & Development

Predictive Maintenance

Business Optimization

Performance Monitoring

Inventory Management

Other Applications

Automotive & Transportation

Energy & Utilities

Infrastructure

Healthcare

Aerospace

Oil & Gas

Telecommunications

Agriculture

Retail

Other Industries.

Asia Pacific

North America

Europe

South America

Middle East & Africa

ABB

AVEVA Group plc

Dassault Systemes

General Electric

Hexagon AB

IBM Corporation

SAP

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[global-research-report]

Transforming Business with Digital Twins: The Market's Expansive Potential

Digital Twin Industry Overview

The global digital twin market size is projected to reach USD 155.84 billion by 2030, registering a CAGR of 35.7% from 2024 to 2030, according to a new study by Grand View Research Inc. Increasing public and private investments in digital transformation solutions, rising significance of smart factories, and global proliferation of cloud-based platforms are collectively contributing to market growth. The digital twin facilitates enterprises to efficiently reduce expenses and increase revenue. Various factors, such as social media, cloud computing, and process automation, also contribute to the use of digital twins to increase process efficiency and propel market expansion.

Gather more insights about the market drivers, restrains and growth of the Digital Twin Market

The emergence of advanced technologies, such as robotic process automation (RPA), the Internet of Things (IoT), artificial intelligence (AI), cloud computing, and big data analytics is creating a positive outlook for the market. Implementing IoT in manufacturing allows electronic devices to communicate with each other without any human interference within a prevailing internet infrastructure. Therefore, IoT could have a profound impact on the digital twin industry. IoT allows connected devices to interact with each other and exchange critical notifications, such as defective or damaged ping, supporting market growth. Several industries have adopted digital twin technology.

For instance, a new packaging machine can be tested virtually before being introduced commercially. At the same time, a fan motor of an industrial HVAC unit can also be tested virtually before it is installed. Digital twins enable end-users to conduct tests on the product while enhancing the digital world’s decision-making capabilities. Digital twins are rapidly gaining momentum in the healthcare, automotive, and manufacturing industries. Various digital twin platform-developing companies have launched different solutions to cater to specific business areas. High demand for automation in various industries is anticipated to trigger market growth over the forecast period.

Browse through Grand View Research's Next Generation Technologies Industry Research Reports.

The global AI in cybersecurity market size was estimated at USD 25.35 billion in 2024 and is expected to witness a CAGR of 24.4% from 2025 to 2030.

The global rope access services market size was valued at USD 3.24 billion in 2024 and is projected to grow at a CAGR of 8.4% from 2025 to 2030. 

Digital Twin Market Segmentation

Grand View Research has segmented the global digital twin market on the basis of solution, deployment, enterprise size, application, end-use, and region:

Digital Twin Solution Outlook (Revenue, USD Billion, 2018 - 2030)

Component

Process

System

Digital Twin Deployment Outlook (Revenue, USD Billion, 2018 - 2030)

Cloud

On-premise

Digital Twin Enterprise Size Outlook (Revenue, USD Billion, 2018 - 2030)

Large Enterprises

Small and Medium Enterprises (SMEs)

Digital Twin Application Outlook (Revenue, USD Billion, 2018 - 2030)

Product Design & Development

Predictive Maintenance

Business Optimization

Others

Digital Twin End-use Outlook (Revenue, USD Billion, 2018 - 2030)

Manufacturing

Agriculture

Automotive & Transport

Energy & Utilities

Healthcare & Life Sciences

Residential & Commercial

Retail & Consumer Goods

Aerospace

Telecommunication

Others(Aerospace & Defense, Mining, Financial Services)

Digital Twin Regional Outlook (Revenue, USD Billion, 2018 - 2030)

North America

US

Canada

Europe

UK

Germany

France

Asia Pacific

India

China

Japan

Australia

South Korea

Latin America

Brazil

Mexico

Middle East & Africa (MEA)

UAE

Saudi Arabia

South Africa

Key Companies profiled:

ABB Group

Amazon Web Services, Inc.

ANSYS, Inc.

Autodesk Inc.

AVEVA Group plc

Bentley Systems Inc.

Dassault Systemes

General Electric

Hexagon AB

International Business Machines Corporation

Microsoft Corporation

PTC Inc.

Robert Bosch GmbH

Rockwell Automation

SAP SE

Siemens AG

Key Digital Twin Company Insights

Some of the key players operating in the market include ABB Group; International Business Machines Corporation; Microsoft Corporation; and Rockwell Automation.

ABB Group is a technology company that aids in the transformation of industry and society toward a productive and sustainable future. ABB operates its business through four business areas, namely Electrification, Process Automation, Motion, and Robotics & Discrete Automation. The Robotics & Discrete Automation segment offers industrial robots, software, robotic solutions and systems, field services, spare parts, and digital services

International Business Machines Corporation is a global Information Technology (IT) company that provides software and solutions for digital technologies. The services offered by the company include business process & operations, cloud services, digital workplace services, technology support services, business resilience services, network services, application services, and security services.The company has several fully owned subsidiaries, such as WTC Insurance Corporation, Ltd.; IBM Canada Limited; IBM Global Financing Denmark ApS; IBM Egypt Business Support Services; International Business Machines Gabon SARL; PT IBM Indonesia; International Business Machines Madagascar SARLU; and Companhia IBM Portuguesa, S.A.; among others

PTC Inc. and AVEVA Group Plc are some of the emerging market participants in the digital twin market.

PTC Inc. is a provider of design and modeling software and services. The company offers solutions for improving manufacturing, operations, and designs for industrial products. The company’s product portfolio includes Augmented Reality (AR) tools & solutions, Industrial Internet of Things (IIOT) software, CAD software, PLM software, PTC Mathcad software, and Services Lifecycle Management (SLM) software, among other products. The company caters to the incumbents of various industries and industry verticals, including automotive, life sciences, oil & gas, retail & consumer products, aerospace & defense, electronics & high-tech, and manufacturing

AVEVA Group Plc provides industrial and engineering software. The company’s offerings include process engineering & simulation, asset maintenance, asset analysis, industrial information management, supply chain scheduling, network & distribution optimization, and operations optimization, among others

Recent Developments

In January 2024, Valeo, an automotive technology provider, partnered with Applied Intuition, a vehicle software supplier, to provide a digital twin platform for advanced driver-assistance systems (ADAS) sensor simulation. OEMs would be able to bring reliable and safe ADAS features to market faster with the joint solution

In April 2023, Rockwell Automation installed a Robotic Supervision System (RSS) for TotalEnergies. RSS combines the Internet of Things (IoT), gamification, and digital twin technology to improve industrial robot management and monitoring. The system aims to maximize robot performance, upkeep, and productivity, reflecting the continued growth of manufacturing automation and digital technologies in the renewable energy sector

In March 2023, WSP collaborated with Amazon Web Services, Inc. to develop digital twins for complex infrastructure. The collaboration intends to leverage Amazon Web Services, Inc.'s cloud data processing and analytics services to drive innovation and long-term solutions across several industries. It aims to utilize Amazon Web Services, Inc.’s technology to improve WSP's services in areas, such as planning for infrastructure, environmental sustainability, and data-driven choices

Order a free sample PDF of the Digital Twin Market Intelligence Study, published by Grand View Research.

[semiconductorsandelectronics]

Digital Twin Market Size, Share & Industry Trends Growth Analysis Report by Application (Predictive Maintenance, Business Optimization, Performance Monitoring, Inventory Management), Industry (Automotive & Transportation, Healthcare, Energy & Utilities), Enterprise and Geography - Global Growth Driver and Industry Forecast to 2028

[jeeses]

Explore the Digital Twin market trends, growth drivers, and future opportunities with GlobalData's comprehensive market analysis. Get insights into industry applications, key players, and forecasted growth. The digital twin ecosystem is powered by several cutting-edge technologies, such as the Internet of Things (IoT), artificial intelligence (AI), machine learning (ML), and cloud computing. Together, these technologies facilitate the creation, management, and analysis of digital models with high accuracy and precision.

Key Applications of Digital Twin Technology

Digital twins have found applications across a variety of industries. Some of the major applications include:

1. Manufacturing and Production

In manufacturing, digital twins help optimize production processes, reduce downtime, and enhance operational efficiency. By creating virtual models of machines, factories, or entire production lines, manufacturers can simulate real-world conditions, monitor performance, and identify bottlenecks. This enables them to improve designs, implement predictive maintenance, and make informed decisions to streamline operations.

[industrynewsupdates]

Digital Twin Market Outlook and Forecast Report 2024 - 2030

The global digital twin market size is projected to reach USD 155.84 billion by 2030, registering a CAGR of 35.7% from 2024 to 2030, according to a new study by Grand View Research Inc. Increasing public and private investments in digital transformation solutions, rising significance of smart factories, and global proliferation of cloud-based platforms are collectively contributing to market growth. The digital twin facilitates enterprises to efficiently reduce expenses and increase revenue. Various factors, such as social media, cloud computing, and process automation, also contribute to the use of digital twins to increase process efficiency and propel market expansion.

The emergence of advanced technologies, such as robotic process automation (RPA), the Internet of Things (IoT), artificial intelligence (AI), cloud computing, and big data analytics is creating a positive outlook for the market. Implementing IoT in manufacturing allows electronic devices to communicate with each other without any human interference within a prevailing internet infrastructure. Therefore, IoT could have a profound impact on the digital twin industry. IoT allows connected devices to interact with each other and exchange critical notifications, such as defective or damaged ping, supporting market growth. Several industries have adopted digital twin technology.

Gather more insights about the market drivers, restrains and growth of the Digital Twin Market

Detailed Segmentation:

Market Concentration & Characteristics

Innovation, global competition, and technological advances can be considered key driving factors responsible for market expansion and growth. The digital twin has provided businesses with additional means to cut costs and augment profits effectively. Digital twin providers are anticipated to leverage new technological innovations to manage the time-to-market concerns efficiently, increase the existing system’s productivity, and optimize internal processes, product designs, and systems to reduce energy consumption, enhance the production layout, and minimize investments, among others. Over the past few years, the emergence of technologies, such as Robotic Process Automation (RPA), has started to influence the market.

Solution Insights

The system segment led the market and accounted for around 41.0% of the global revenue share in 2023. The high market share can be attributed to the growing usage of digital twin solutions for developing and designing assembly lines, communication systems, and piping systems in oil & gas, automotive models, and aerospace sectors. System twins are an integration of several assets, which allows engineers to observe and interpret the synchronization of components during operation and system performance, supporting segment growth.

Deployment Insights

The on-premise deployment segment accounted for the largest revenue share in 2023 due to the high adoption of on-premise solutions by large enterprises for enhanced security and ease of compliance with government regulations. Furthermore, large enterprises have critical business information, and to protect it, these enterprises choose complete ownership of solutions. However, lately, consumer focus is shifting toward cloud-based solutions owing to their easy operation and low operating costs. Therefore, the on-premise segment is expected to witness slow growth during the forecast period.

Enterprise Size Insights

The large enterprises segment accounted for the largest revenue share in 2023. The high market share can be attributed to the increasing use of digital twins by large enterprises to reduce the product time to market and enhance product performance. The digital twin offers end-to-end visibility on the product and its operations, which assists these organizations in planning the maintenance of the machinery, supporting the segment growth.

Application Insights

The predictive maintenance segment accounted for the largest revenue share in 2023. With the help of digital twin in predictive maintenance, engineers can determine and schedule the maintenance preventing machine failure by enabling scheduled maintenance as per actual need and reducing downtime. Businesses can leverage digital twins in their predictive maintenance to address various performance issues without under or over-investing in critical resources.

End-use Insights

The automotive & transport end-use segment accounted for the largest revenue share of around 21.0% in 2023. The high market share can be attributed to the growing adoption of digital twins in this sector due to its various benefits, such as cost optimization, enhanced safety of vehicles, and high productivity. Digital twin technology can assist manufacturers and operators in making better decisions about how to design, operate, and maintain vehicles, as well as improve the supply chain by providing real-time data and insights. Real-time vehicle health monitoring can be performed with the help of digital twin technology, which also aids in anticipating maintenance requirements and planning them accordingly.

Regional Insights

North America region dominated the market and accounted for a share of around 34.0% in 2023. The regional growth can be attributed to the emergence of technologies, such as Robotic Process Automation (RPA), Virtual Reality (VR), and the IoT, which has started to influence the digital twin industry. Key companies in the U.S., such as International Business Machines Corporation, Microsoft Corporation, and General Electric, are effectively working on new product development and enhancement of existing products to acquire customers and capture more market shares.

Browse through Grand View Research's Next Generation Technologies Industry Research Reports.

• The global generative AI coding assistants market size was estimated at USD 18.6 million in 2023 and is projected to grow at a CAGR of 25.8% from 2024 to 2030. 

• The global IoT platform market size was estimated at USD 11.10 billion in 2023 and is projected to grow at a CAGR of 12.7% from 2024 to 2030.

Key Digital Twin Company Insights

Some of the key players operating in the market include ABB Group; International Business Machines Corporation; Microsoft Corporation; and Rockwell Automation.

• ABB Group is a technology company that aids in the transformation of industry and society toward a productive and sustainable future. ABB operates its business through four business areas, namely Electrification, Process Automation, Motion, and Robotics & Discrete Automation. The Robotics & Discrete Automation segment offers industrial robots, software, robotic solutions and systems, field services, spare parts, and digital services

• International Business Machines Corporation is a global Information Technology (IT) company that provides software and solutions for digital technologies. The services offered by the company include business process & operations, cloud services, digital workplace services, technology support services, business resilience services, network services, application services, and security services.The company has several fully owned subsidiaries, such as WTC Insurance Corporation, Ltd.; IBM Canada Limited; IBM Global Financing Denmark ApS; IBM Egypt Business Support Services; International Business Machines Gabon SARL; PT IBM Indonesia; International Business Machines Madagascar SARLU; and Companhia IBM Portuguesa, S.A.; among others

Key Digital Twin Companies:

The following are the leading companies in the digital twin market. These companies collectively hold the largest market share and dictate industry trends.

• ABB Group

• Amazon Web Services, Inc.

• ANSYS, Inc.

• Autodesk Inc.

• AVEVA Group plc

• Bentley Systems Inc.

• Dassault Systemes

• General Electric

• Hexagon AB

• International Business Machines Corporation

• Microsoft Corporation

• PTC Inc.

• Robert Bosch GmbH

• Rockwell Automation

• SAP SE

• Siemens AG

Digital Twin Market Segmentation

Grand View Research has segmented the global digital twin market on the basis of solution, deployment, enterprise size, application, end-use, and region:

Digital Twin Solution Outlook (Revenue, USD Billion, 2018 - 2030)

• Component

• Process

• System

Digital Twin Deployment Outlook (Revenue, USD Billion, 2018 - 2030)

• Cloud

• On-premise

Digital Twin Enterprise Size Outlook (Revenue, USD Billion, 2018 - 2030)

• Large Enterprises

• Small and Medium Enterprises (SMEs)

Digital Twin Application Outlook (Revenue, USD Billion, 2018 - 2030)

• Product Design & Development

• Predictive Maintenance

• Business Optimization

• Others

Digital Twin End-use Outlook (Revenue, USD Billion, 2018 - 2030)

• Manufacturing

• Agriculture

• Automotive & Transport

• Energy & Utilities

• Healthcare & Life Sciences

• Residential & Commercial

• Retail & Consumer Goods

• Aerospace

• Telecommunication

• Others(Aerospace & Defense, Mining, Financial Services)

Digital Twin Regional Outlook (Revenue, USD Billion, 2018 - 2030)

• North America

o U.S.

o Canada

• Europe

o UK

o Germany

o France

• Asia Pacific

o India

o China

o Japan

o Australia

o South Korea

• Latin America

o Brazil

o Mexico

• Middle East & Africa (MEA)

o UAE

o Saudi Arabia

o South Africa

Order a free sample PDF of the Digital Twin Market Intelligence Study, published by Grand View Research.

Recent Developments

• In January 2024, Valeo, an automotive technology provider, partnered with Applied Intuition, a vehicle software supplier, to provide a digital twin platform for advanced driver-assistance systems (ADAS) sensor simulation. OEMs would be able to bring reliable and safe ADAS features to market faster with the joint solution

• In April 2023, Rockwell Automation installed a Robotic Supervision System (RSS) for TotalEnergies. RSS combines the Internet of Things (IoT), gamification, and digital twin technology to improve industrial robot management and monitoring. The system aims to maximize robot performance, upkeep, and productivity, reflecting the continued growth of manufacturing automation and digital technologies in the renewable energy sector

• In March 2023, WSP collaborated with Amazon Web Services, Inc. to develop digital twins for complex infrastructure. The collaboration intends to leverage Amazon Web Services, Inc.'s cloud data processing and analytics services to drive innovation and long-term solutions across several industries. It aims to utilize Amazon Web Services, Inc.’s technology to improve WSP's services in areas, such as planning for infrastructure, environmental sustainability, and data-driven choices

[toobler1]

Complete Guide to Digital Twin Technology in Construction

Digital Twin technology is transforming the construction industry by creating dynamic, data-driven virtual replicas of physical assets, processes, and systems. These digital twins enable construction professionals to visualize, monitor, and optimize construction projects in real time, leading to enhanced efficiency, reduced costs, and improved outcomes. Here’s a comprehensive guide to understanding and leveraging Digital Twin technology in construction.

What is Digital Twin Technology?

A Digital Twin is a virtual representation of a physical asset, system, or process that is continuously updated with real-time data. In construction, Digital Twins can represent buildings, infrastructure, and even entire construction sites. They integrate data from various sources, including sensors, IoT devices, and BIM (Building Information Modeling) systems, to provide a holistic view of the project.

Key Components of Digital Twin Technology in Construction

Physical Asset: The actual building, infrastructure, or construction site.

Digital Model: A detailed virtual replica of the physical asset, created using BIM and other modeling tools.

Data Integration: Real-time data collected from sensors, IoT devices, and construction management systems.

Analytics and Simulation: Advanced analytics and simulation tools that process the data and provide actionable insights.

User Interface: Interactive dashboards and visualization tools that allow stakeholders to monitor and manage the digital twin.

Benefits of Digital Twin Technology in Construction

Enhanced Planning and Design: Digital Twins allow architects and engineers to create accurate 3D models of buildings and infrastructure, enabling better visualization and planning. These models can be used to simulate various design scenarios, assess feasibility, and optimize designs before construction begins.

Improved Project Management: By providing real-time data on construction activities, Digital Twins enable project managers to monitor progress, identify bottlenecks, and make informed decisions. This leads to better coordination, reduced delays, and more efficient use of resources.

Predictive Maintenance: Digital Twins can predict potential issues before they occur by analyzing data from sensors and IoT devices. This allows for proactive maintenance, reducing downtime and extending the lifespan of equipment and infrastructure.

Cost Savings: Real-time monitoring and predictive analytics help identify inefficiencies and optimize resource usage, leading to significant cost savings. Digital Twins also reduce the need for physical prototypes and mock-ups, further lowering expenses.

Enhanced Collaboration: Digital Twins facilitate better collaboration among stakeholders by providing a single, unified view of the project. Architects, engineers, contractors, and clients can access the same data and insights, improving communication and coordination.

Applications of Digital Twin Technology in Construction

Building Construction: Digital Twins are used to create detailed models of buildings, enabling better design, construction, and facility management. These models can include information on structural components, HVAC systems, electrical wiring, and more.

Infrastructure Development: Digital Twins are applied to large-scale infrastructure projects such as bridges, roads, and tunnels. They help monitor construction progress, optimize maintenance schedules, and ensure structural integrity.

Facility Management: Once construction is complete, Digital Twins continue to provide value by assisting in the management and operation of facilities. They enable real-time monitoring of building systems, energy usage, and occupancy, helping to maintain optimal conditions and reduce operational costs.

Challenges and Considerations

Data Integration: Integrating data from various sources and ensuring its accuracy can be challenging. It requires robust data management systems and protocols.

Cost and Complexity: Implementing Digital Twin technology can be expensive and complex, especially for smaller projects. It requires investment in sensors, IoT devices, and advanced software.

Data Security: Protecting sensitive data from cyber threats is crucial. Robust security measures must be in place to safeguard the digital twin and its associated data.

Conclusion

Digital Twin technology is revolutionizing the construction industry by providing a powerful tool for visualization, monitoring, and optimization. By creating dynamic, data-driven virtual replicas of physical assets and processes, construction professionals can enhance planning and design, improve project management, predict maintenance needs, save costs, and foster better collaboration. While challenges exist, the benefits of Digital Twin technology make it a valuable investment for the future of construction. As the technology continues to evolve, its adoption will likely become more widespread, driving further innovation and efficiency in the industry.

[mohitbisresearch]

The global digital twin market is projected to reach $1,036.4 billion by 2033 from $10.3 billion in 2023, growing at a CAGR of 58.52% during the forecast period 2023-2033.

The digital twin market is driven by the increasing demand for digitalization and the adoption of IoT across various sectors, including manufacturing, healthcare, automotive, aerospace, energy, and urban development.

[aadeshmmr]

The size of the digital twin market was estimated to be worth USD 10.8 billion in 2023. From 2024 to 2030, total income from digital twins is predicted to expand at a compound annual growth rate (CAGR) of 60.4%, or close to USD 120.5 billion.

[robertemma27-blog]

Microsoft (US) and Siemens (Germany) are the Top Companies in the Digital Twin Market

The digital twin market is expected to grow from USD 10.1 billion in 2023 to USD 110.1 billion by 2028, at a CAGR of 61.3% during the forecast period.

Digital Twin companies include:

Microsoft (US),

Siemens (Germany),

Amazon (US),

Dassault Systèmes (France),

ANSYS (US),

General Electric (US),

IBM (US),

PTC (US),

SAP (Germany),

Oracle (US), and

Robert Bosch (Germany).

Download PDF Brochure:

Microsoft

Microsoft offers a diverse range of software products and provides support and licensing. They also offer cloud-based services to consumers and businesses. The company is a significant player in the digital twin market and offers its digital twin platform, Azure Digital Twins. Azure Digital Twins allows businesses to model and simulate entire environments in real-time, providing valuable insights into the behavior and optimization of physical assets and systems. It offers developers the tools and APIs needed to build next-generation IoT applications that leverage the power of digital twins. In addition, Microsoft's Azure cloud infrastructure provides a scalable and secure environment for deploying and running digital twins. The integration with other Azure services, such as IoT Hub and data analytics, enhances the capabilities of digital twins and enables advanced analytics and AI-driven insights. Furthermore, Microsoft's extensive customer base and industry partnerships contribute to its strong presence in the digital twin market. Their solutions cater to diverse sectors, including manufacturing, energy, healthcare, and smart cities, addressing specific industry needs and requirements. Additionally, Microsoft invests significant revenue in innovative solutions and holds over 10,000 patents in its Azure portfolio for digital solutions.

Siemens

Siemens is a global technology provider known for its manufacturing, infrastructure, transportation, and healthcare expertise. The company operates through several business segments, such as  Digital Industries, Smart Infrastructure, Mobility, and Siemens Healthineers. Siemens is advancing digital twin technology and has developed the Digital Twin Operations (DT Ops) strategy. DT Ops makes digital twins more accessible by adopting a modular approach and combining modeling, simulation, and IT operations to manage the lifecycle of digital twins. Furthermore, the company invests in research and development for various types of digital twins, such as Product Digital Twins for efficient product design, Production Digital Twins for manufacturing and production planning, and Performance Digital Twins for capturing and analyzing operational data. In addition, with extensive experience in IoT, artificial intelligence, machine learning, and other digital software technologies, the company offers a comprehensive solution that complements digital twin deployments. The company has also invested in developing digital twin capabilities specifically for additive manufacturing factories.

What is Digital Twin?

A digital twin is a virtual replica or digital copy of a physical object, process, or system. It serves as a digital counterpart that accurately captures the essential characteristics and behaviors of the real-world entity. Digital twins utilize advanced technologies such as sensors, data analysis, and simulations to collect real-time data from their physical counterparts. This data is then used to create and maintain an up-to-date digital representation that closely resembles the behavior of the actual object or system. The primary purpose of digital twins is to provide valuable insights and drive operational improvements in the business. By analyzing the digital twin, organizations can gain a deeper understanding of how the physical entity will perform, identify opportunities for enhancement, and test different strategies or scenarios before implementing them in the real world. Digital twins find applications in various industries, such as manufacturing, healthcare, transportation, energy, and construction.

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10 Must-Watch Digital Twins Startups Shaping the Future of Tech Investment

According to BIS Research, the global digital twin market is expected to reach $1,036.4 Billion by 2033 with a CAGR of 58.52% during the forecast period (2023-2033). In 2023, the market was valued at $10.3 Billion.

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The Digital Twin Market in 2023 is US$ 10.1 billion, and is expected to reach US$ 467.88 billion by 2031 at a CAGR of 61.5%.

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Global Digital Twin Market Analysis and Forecast

The global digital twin market is experiencing rapid growth and transformation, fueled by advancements in technology, increasing adoption of Internet of Things (IoT) solutions, and the proliferation of data-driven insights. This article provides a comprehensive analysis and forecast of the digital twin market, examining key trends, drivers, challenges, and growth opportunities shaping the industry landscape.

Understanding Digital Twin Technology

Digital twin technology involves creating virtual replicas or models of physical assets, processes, or systems, enabling real-time monitoring, analysis, and simulation. By bridging the physical and digital worlds, digital twins empower organizations to gain deeper insights, optimize operations, and drive innovation across various sectors, including manufacturing, healthcare, automotive, aerospace, and smart cities. View Sample Report for Additional Insights on the Digital Twin Market Forecast, Download a Free Report Sample 

Key Market Trends

Industry 4.0 and Smart Manufacturing: The advent of Industry 4.0 and smart manufacturing initiatives is driving the adoption of digital twins in industrial settings. Manufacturers leverage digital twins to simulate production processes, optimize equipment performance, predict maintenance needs, and enhance overall operational efficiency.

IoT Integration and Data Analytics: The integration of digital twin technology with IoT sensors and data analytics platforms enables organizations to collect, analyze, and visualize vast amounts of data in real-time. This data-driven approach enhances decision-making, improves product design, facilitates predictive maintenance, and fosters innovation across industries.

Advancements in Artificial Intelligence (AI) and Machine Learning (ML): The integration of AI and ML algorithms with digital twin models enhances predictive capabilities, enabling organizations to anticipate potential issues, optimize resource allocation, and drive continuous improvement in performance and reliability.

Expansion into New Verticals: Digital twin technology is expanding into new verticals beyond traditional manufacturing applications. From healthcare and construction to urban planning and infrastructure management, organizations are leveraging digital twins to optimize processes, enhance collaboration, and deliver superior outcomes.

Market Forecast

The global digital twin market is poised for exponential growth in the coming years, driven by the increasing digitization of industries, the proliferation of IoT devices, and the demand for predictive analytics and simulation capabilities. Market analysts project the market size to surpass USD 35 billion by 2026, with significant contributions from key sectors such as manufacturing, healthcare, and transportation.

Challenges and Opportunities

While the digital twin market presents vast opportunities for innovation and growth, it also faces challenges related to data privacy, interoperability, cybersecurity, and the complexity of integrating diverse systems and datasets. Organizations must address these challenges proactively while leveraging digital twin technology to unlock new business models, improve operational resilience, and deliver unparalleled value to customers.

Conclusion

In conclusion, the global digital twin market is poised to revolutionize industries by providing a holistic digital representation of physical assets and processes. As organizations embrace digital twins as strategic assets, they gain unprecedented visibility, control, and agility to navigate complex challenges and capitalize on emerging opportunities in an increasingly digital and interconnected world.

Stakeholders across industries must embrace a mindset of continuous innovation, collaboration, and adaptation to harness the full potential of digital twin technology and drive sustainable growth and competitive advantage in the digital era.

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What Heights can the Global Digital Twin Market scale in the Forecast Period?

Global Digital Twin Market Trends and Outlook

The global digital twin market growth & size was valued at USD 8.60 billion during 2022 and is anticipated to increase from USD 11.51 billion in 2023 to USD 137.67 billion by 2030, presenting a high CAGR of 42.6% throughout the forecast period. The global market is estimated to observe expansion during the coming period, fostered by the mounting integration of the Internet of Things (IoT) and big data analytics. This growth is further raised by the increasing demand for streamlined operations, improved procedures, and immediate time-to-market to confirm cost-effectiveness. Additionally, innovations in augmented reality and virtual reality are propelling the evolution of digital twins, contributing significantly to the market’s growth.

Global Digital Twin Market Driving Factors

High Rise in Data Collection Points owing to IoT

The speedy expansion of the internet has paved the manner for different innovative technologies and applications, introducing vast revenue streams for businesses. By connecting individuals globally through their devices, the internet introduces a vast volume of data. Introducing sensors to these devices provides increment to the Internet of Things (IoT), allowing the assortment of additional data. Through approaches such as CAD and the usage of collected data, digital twins can be introduced for numerous connected devices.

Digital twins empower enterprises to track their products during their comprehensive life cycle. Beyond monitoring product performance and maintenance, they offer worthwhile insights into customer requirements, enabling advancements in customer experience. Companies and vendors can remotely inspect or functional effectiveness causes. This distant capability enables informed decision-making procedures connected to physical products without the necessity to be physically close to the products themselves.

Synergy of Digital Twin Technology and Cutting-Edge Developments Developing Market Growth

The market for digital twin technology is witnessing significant growth, fostered by the integration of improved technologies such as the IoT, cloud computing, and AI. This integration has led to a noteworthy increase in the adoption of digital twins, propelling market growth at an unprecedented rate. Different organizations are embracing cloud computing, IoT, and several other innovative solutions, allowing seamless data assortment, analysis, and integration.

Specifically, the IoT plays an important role by linking external devices, assorting crucial data, and analyzing IoT performance. This connectivity not only helps in understanding present performance but also recognizes potential problems, mitigating future difficulties proactively. Digital twins, leveraging these technologies, emerge as transformative tools, developing productivity, and elevating complete product performance.

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Hence, the digital twin market demand is predicted to witness continuous expansion during the coming period, propelled by the noteworthy integration of cutting-edge innovations and digital twin technology.

Global Digital Twin Market Restraints

Impact of Increasing Costs on Digital Twin Market Growth

The enlarging complexity of digital twin technology, urged by innovations like the Internet of Things, cloud solutions, and computing, has brought about augmented expenses. This elevated level of sophistication has consequently raised the complete cost of digital twinning. This rise in costs has introduced difficulties, specifically in terms of customer requirements.

As the expenses linked with digital twinning rise, the market has encountered a slowdown in growth. The decreased demand from customers, propelled by the higher costs, has directly impacted the market’s growth rate. Subsequently, the digital twin market is witnessing a slight decrease in its growth, resulting in a reduced revenue share in the forecast period.

Absence of Connectivity: The digital twin demands an internet connection with a significant rise in connectivity for carrying out the process involved with the assistance of an internet connection. The usage of connectivity increases with the effective rise in deployment services and developed production and introduction of the products. The absence of connectivity may diminish the digital twin market with decreased production.

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Regional Global Digital Twin Market Segmentation

The Asia Pacific region is predicted to dominate the high value of market share in the digital twin market. This development is primarily accredited to the well-established manufacturing and automotive sectors in nations such as India, China, Japan, and South Korea. These nations play an important role in propelling the regional digital twin market trend. In addition, the growth of smart cities around Asia Pacific has become a significant opportunity, influencing market growth. In addition, the unremitting increase in demand for customer goods in the nation adds to the market growth factors. This demand increase, coupled with the proliferation of connected devices, is predicted to propel the enlargement of the digital twin market in the Asia Pacific region in the forecast period.

North America is predicted to witness market growth. This region boasts highly sophisticated infrastructures, an important factor contributing to the vast acceptance of developing technologies like digital twins. In addition, the early accessibility and swift acceptance of new technologies have fostered the North America digital twin market in the coming period.

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Digital Twin Market Growth Opportunities and Outlook 2024 - 2030

The global digital twin market size was estimated at USD 16.75 billion in 2023 and is projected to grow at a compound annual growth rate (CAGR) of 35.7% from 2024 to 2030. 

Digital twin technology is gaining traction owing to its potential to bridge the gap between the physical and virtual worlds. The global market is expected to grow significantly over the forecast period in line with the growing adoption of the Internet of Things (IoT) and big data analytics and the growing need to ensure cost-efficient operations, optimized processes, and reduced time to market. Moreover, digital twins would continue to evolve in line with innovations in virtual reality and augmented reality, thereby boosting the market's growth. Increasing public and private investments in digital transformation solutions are creating robust opportunities for market growth. Countries, such as the U.S., India, Australia, Brazil, Saudi Arabia, and South Africa, are significantly investing in digital transformation solutions to accelerate digitization.

Moreover, the growing demand for cloud-based digital applications due to factors like cost-effectiveness, ease of access, and flexibility in terms of usage is encouraging market players to develop and provide advanced cloud-native digital twin solutions. Implementing emerging technologies, such as cloud computing, big data, artificial intelligence (AI), IoT, and machine learning (ML), in digital twin solutions is anticipated to boost market growth during the forecast period. Various end-user companies are deploying IoT and AI technologies to collect and interpret data from connected devices, which can be later used in digital twin models to replicate the operation and performance of the existing device. This assists designers & engineers to monitor performance, identify issues, and predict any iterations of common problems.

Gather more insights about the market drivers, restrains and growth of the Digital Twin Market

Digital Twin Market Report Highlights

• In terms of solution, the process segment is anticipated to grow at the fastest CAGR of 37.5% from 2024 to 2030. The digital twin technique can be applied to several tasks, including tracking device performance, anticipating maintenance needs, and identifying potential issues, all of which will contribute to the segment's growth

• The cloud-based deployment segment is expected to register the fastest CAGR from 2024 to 2030. Cloud-based systems lower maintenance costs and installation expenses for physical equipment, giving businesses greater flexibility and cost-effectiveness

• The small enterprises segment is expected to register the fastest CAGR from 2024 to 2030. SMEs are increasingly using digital twin technologies to reduce expenses associated with product development and to easily access reasonably priced solutions

• The product design & development segment is expected to register the fastest CAGR from 2024 to 2030. A digital twin solution is in demand in product design and development due to various factors, such as helping engineers and designers visualize design concepts, reviewing manufacturing processes with computer-aided manufacturing (CAM) software, and simulating design performance

• The automotive and transportation industry is expected to register the fastest CAGR from 2024 to 2030. The automotive and transportation industries use digital twin solutions to maximize vehicle performance while reducing maintenance costs and downtime

• Asia Pacific is expected to register the highest CAGR from 2024 to 2030. The market is growing due to the substantial entry of international competitors, use of digital twin technologies in the industrial sector, and the spread of cloud platforms

• Market players are adopting various business strategies to attract potential clients and achieve higher profitability from this potential market

• For instance, in January 2023, IBM and Adobe Inc. announced a strategic partnership to offer next-generation digital transformation solutions for streamlining and optimizing organizations' supply chain & order management process by offering digital commerce experience to the customer from real-time tracking of inventory to the tracking of customer data for better end-user experience

Browse through Grand View Research's Next Generation Technologies Industry Research Reports.

• The global generative AI coding assistants market size was estimated at USD 18.6 million in 2023 and is projected to grow at a CAGR of 25.8% from 2024 to 2030. 

• The global IoT platform market size was estimated at USD 11.10 billion in 2023 and is projected to grow at a CAGR of 12.7% from 2024 to 2030.

Digital Twin Market Segmentation

Grand View Research has segmented the global digital twin market on the basis of solution, deployment, enterprise size, application, end-use, and region:

Digital Twin Solution Outlook (Revenue, USD Billion, 2018 - 2030)

• Component

• Process

• System

Digital Twin Deployment Outlook (Revenue, USD Billion, 2018 - 2030)

• Cloud

• On-premise

Digital Twin Enterprise Size Outlook (Revenue, USD Billion, 2018 - 2030)

• Large Enterprises

• Small and Medium Enterprises (SMEs)

Digital Twin Application Outlook (Revenue, USD Billion, 2018 - 2030)

• Product Design & Development

• Predictive Maintenance

• Business Optimization

• Others

Digital Twin End-use Outlook (Revenue, USD Billion, 2018 - 2030)

• Manufacturing

• Agriculture

• Automotive & Transport

• Energy & Utilities

• Healthcare & Life Sciences

• Residential & Commercial

• Retail & Consumer Goods

• Aerospace

• Telecommunication

• Others(Aerospace & Defense, Mining, Financial Services)

Digital Twin Regional Outlook (Revenue, USD Billion, 2018 - 2030)

• North America

o U.S.

o Canada

• Europe

o UK

o Germany

o France

• Asia Pacific

o India

o China

o Japan

o Australia

o South Korea

• Latin America

o Brazil

o Mexico

• Middle East & Africa (MEA)

o UAE

o Saudi Arabia

o South Africa

Order a free sample PDF of the Digital Twin Market Intelligence Study, published by Grand View Research.