北美数字孪生市场预测至 2031 年 - 区域分析 - 按类型（资产孪生、系统孪生、流程孪生和零件/组件孪生）、企业规模（大型企业和中小型企业）和最终用户（制造业、汽车业、航空航天和国防部门、医疗保健业、零售业等）
AI、AR、VR 和其他先进技术的集成推动北美数字孪生市场发展
数字孪生是系统、产品、流程或小工具的精确复制品，可用于开发、测试和验证目的。监控物理和虚拟世界中的机械和工厂环境对于制造、运输和能源等行业的企业来说是一个至关重要的方面，其中大型机械和其他设备是运营的核心。将这些有形资产与 IT 应用程序和基础设施相结合对于提高生产力、增强客户支持和产生关键的业务洞察力是必要的，这些洞察力可为企业提供竞争优势。因此，企业可能会受益于数字孪生、AR 和 VR，从而根据工业 4.0 实现运营自动化和现代化。将 AI、机器学习、VR 和 AR 等技术与数字孪生相结合，可以增强用户和企业的决策能力。虚拟现实和增强现实可提供更身临其境的体验，让用户可以与虚拟模型交互并彻底分析与其相关的所有方面。人工智能和机器学习可对这些模拟生成的数据提供有意义的见解。这可以在设计、开发和优化复杂的工业系统时做出更好的决策。例如，联合利华为大约 300 家工厂生成了 AI 驱动的数字孪生，以密切监控其制造过程、实施实时更改、提高生产率、重新分配材料并减少浪费。因此，预计 AI、AR 和 VR 等先进技术的集成将成为未来几年数字孪生市场的重要趋势。
北美数字孪生市场概览
北美数字孪生市场分为美国、加拿大和墨西哥。就收入而言，北美在 2023 年占据了北美数字孪生市场份额的主导地位。北美是技术创新和先进技术采用方面增长最快的地区之一。过去三年，该地区在所有主要垂直行业中都大量采用了机器学习 (ML)、人工智能 (AI) 和区块链等技术。随着数字化在各个行业的渗透率不断提高，数字孪生已成为业务的重要组成部分。此外，该地区拥有大多数主要市场参与者，如 IBM Corporation、Oracle、Microsoft、ANSYS、Inc 和 PTC，从而推动了北美数字孪生市场的增长。
此外，北美专注于为半导体行业引入数字孪生技术。政府当局正在投资促进半导体行业。2024 年 5 月，拜登-哈里斯政府发布了资助机会通知 (NOFO)，寻求符合条件的申请人提出活动建议，以建立和运营专注于半导体行业数字孪生的 CHIPS Manufacturing USA 研究所。数字孪生是模拟物理对应物的结构、环境和行为的虚拟模型。CHIPS for America 计划预计将投入 2.85 亿美元，用于成立首个专注于半导体制造、先进封装、组装和测试流程的数字孪生的开发、验证和使用的研究所。CHIPS Manufacturing USA 研究所是拜登政府下属商务部成立的第一个美国制造业研究所。
北美数字孪生市场参与者正在北美扩展业务，这有助于区域市场的增长。2024 年 4 月，TD SYNNEX 的专业设计软件业务 Datech 和 Unity（为创作者提供跨多个平台构建和发展实时应用、游戏和体验的工具平台）宣布达成协议，Datech 将在北美和欧洲提供 Unity Pro 和 Unity Industry，同时在亚太地区和日本提供现有的 Unity 产品。Unity 用于创建动态数字孪生，从而产生高度逼真的产品和结构模型，用于模拟和测试。结果有助于加速业务决策、预测和实验。
北美数字孪生市场收入和预测到 2031 年（百万美元）
北美数字孪生市场细分
北美数字孪生市场分为类型、企业规模、最终用户和国家。
根据类型，北美数字孪生市场细分为资产孪生、系统孪生流程孪生和零件/组件孪生。资产孪生部分在 2023 年占据了北美数字孪生市场份额的最大份额。
就企业规模而言，北美数字孪生市场分为大型企业和中小型企业。大型企业部门在 2023 年占据了北美数字孪生市场的较大份额。
根据最终用户，北美数字孪生市场分为制造业、汽车、航空航天和国防、医疗保健、零售等。 2023 年，制造业占据了北美数字孪生市场的最大份额。
按国家/地区划分，北美数字孪生市场分为美国、加拿大和墨西哥。2023 年，美国占据了北美数字孪生市场的主导地位。
通用电气公司、微软公司、西门子股份公司、达索系统 SE、PTC Inc.、罗伯特·博世有限公司、国际商业机器公司、甲骨文公司、Ansys, Inc. 和 Autodesk, Inc. 是北美数字孪生市场中领先的公司。
TABLE OF CONTENTS
1. Introduction
1.1 The Insight Partners Research Report Guidance
1.2 Market Segmentation
2. Executive Summary
2.1 Key Insights
2.2 Market Attractiveness
3. Research Methodology
3.1 Secondary Research
3.2 Primary Research
3.2.1 Hypothesis formulation:
3.2.2 Macro-economic factor analysis:
3.2.3 Developing base number:
3.2.4 Data Triangulation:
3.2.5 Country level data:
4. Digital Twin Market Landscape
4.1 Overview
4.2 Ecosystem Analysis
4.2.1 Software Providers
4.2.2 Service Providers and System Integrators
4.2.3 End-Users
4.2.4 List of Vendors in the Value Chain
5. North America Digital Twin Market - Key Market Dynamics
5.1 Market Drivers
5.1.1 Increasing Adoption of IoT Devices
5.1.2 Large-Scale Digital Transformation and Industry 4.O Adoption Across Enterprises
5.1.3 Surging Emphasis on Predictive Maintenance
5.2 Market Restraints
5.2.1 High Development Cost
5.3 Market Opportunities
5.3.1 Rising Number of Smart City Projects
5.4 Trends
5.4.1 Integration of AI, AR, VR, and Other Advanced Technologies
5.5 Impact of Drivers and Restraints:
6. Digital Twin Market - North America Analysis
6.1 Overview
6.2 Digital Twin Market Revenue (US$ Million), 2021-2031
6.3 Digital Twin Market Forecast Analysis
7. North America Digital Twin Market Analysis - by Type
7.1 Asset Twin
7.1.1 Overview
7.1.2 Asset Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
7.2 System Twin
7.2.1 Overview
7.2.2 System Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
7.3 Process Twin
7.3.1 Overview
7.3.2 Process Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
7.4 Parts/Component Twin
7.4.1 Overview
7.4.2 Parts/Component Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
8. North America Digital Twin Market Analysis - by Enterprise Size
8.1 Large Enterprises
8.1.1 Overview
8.1.2 Large Enterprises: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
8.2 SMEs
8.2.1 Overview
8.2.2 SMEs: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
9. North America Digital Twin Market Analysis - by End User
9.1 Manufacturing
9.1.1 Overview
9.1.2 Manufacturing: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
9.2 Automotive
9.2.1 Overview
9.2.2 Automotive: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
9.3 Aerospace & Defense
9.3.1 Overview
9.3.2 Aerospace & Defense: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
9.4 Healthcare
9.4.1 Overview
9.4.2 Healthcare: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
9.5 Retail
9.5.1 Overview
9.5.2 Retail: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
9.6 Others
9.6.1 Overview
9.6.2 Others: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
10. North America Digital Twin Market - Country Analysis
10.1 North America Market Overview
10.1.1 North America: Digital Twin Market, By Key Country - Revenue (2023) (US$ Million)
10.1.2 North America: Digital Twin Market - Revenue and Forecast Analysis - by Country
10.1.2.1 North America: Digital Twin Market - Revenue and Forecast Analysis - by Country
10.1.2.2 US: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
10.1.2.2.1 US: Digital Twin Market Breakdown, by Type
10.1.2.2.2 Canada: Digital Twin Market Breakdown, by Enterprise Size
10.1.2.2.3 Canada: Digital Twin Market Breakdown, by End User
10.1.2.3 Canada: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
10.1.2.3.1 Canada: Digital Twin Market Breakdown, by Type
10.1.2.3.2 Canada: Digital Twin Market Breakdown, by Enterprise Size
10.1.2.3.3 Canada: Digital Twin Market Breakdown, by End User
10.1.2.4 Mexico: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
10.1.2.4.1 Mexico: Digital Twin Market Breakdown, by Type
10.1.2.4.2 Mexico: Digital Twin Market Breakdown, by Enterprise Size
10.1.2.4.3 Mexico: Digital Twin Market Breakdown, by End User
11. Competitive Landscape
11.1 Company Positioning & Concentration
11.2 Heat Map Analysis by Key Players
12. Industry Landscape
12.1 Overview
12.2 Market Initiative
12.3 Merger and Acquisition
12.4 Product Development
13. Company Profiles
13.1 General Electric Co
13.1.1 Key Facts
13.1.2 Business Description
13.1.3 Products and Services
13.1.4 Financial Overview
13.1.5 SWOT Analysis
13.1.6 Key Developments
13.2 Microsoft Corp
13.2.1 Key Facts
13.2.2 Business Description
13.2.3 Products and Services
13.2.4 Financial Overview
13.2.5 SWOT Analysis
13.2.6 Key Developments
13.3 Siemens AG
13.3.1 Key Facts
13.3.2 Business Description
13.3.3 Products and Services
13.3.4 Financial Overview
13.3.5 SWOT Analysis
13.3.6 Key Developments
13.4 Dassault Systemes SE
13.4.1 Key Facts
13.4.2 Business Description
13.4.3 Products and Services
13.4.4 Financial Overview
13.4.5 SWOT Analysis
13.4.6 Key Developments
13.5 PTC Inc.
13.5.1 Key Facts
13.5.2 Business Description
13.5.3 Products and Services
13.5.4 Financial Overview
13.5.5 SWOT Analysis
13.5.6 Key Developments
13.6 Robert Bosch GmbH
13.6.1 Key Facts
13.6.2 Business Description
13.6.3 Products and Services
13.6.4 Financial Overview
13.6.5 SWOT Analysis
13.6.6 Key Developments
13.7 International Business Machines Corp
13.7.1 Key Facts
13.7.2 Business Description
13.7.3 Products and Services
13.7.4 Financial Overview
13.7.5 SWOT Analysis
13.7.6 Key Developments
13.8 Oracle Corp
13.8.1 Key Facts
13.8.2 Business Description
13.8.3 Products and Services
13.8.4 Financial Overview
13.8.5 SWOT Analysis
13.8.6 Key Developments
13.9 Ansys, Inc.
13.9.1 Key Facts
13.9.2 Business Description
13.9.3 Products and Services
13.9.4 Financial Overview
13.9.5 SWOT Analysis
13.9.6 Key Developments
13.10 Autodesk Inc
13.10.1 Key Facts
13.10.2 Business Description
13.10.3 Products and Services
13.10.4 Financial Overview
13.10.5 SWOT Analysis
13.10.6 Key Developments
14. Appendix
14.1 Word Index
14.2 About The Insight Partners
List of Tables
Table 1. Digital Twin Market Segmentation
Table 2. List of Vendors
Table 3. Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Table 4. Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Type
Table 5. Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Enterprise Size
Table 6. Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by End User
Table 7. North America: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Country
Table 8. US: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Type
Table 9. Canada: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Enterprise Size
Table 10. Canada: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by End User
Table 11. Canada: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Type
Table 12. Canada: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Enterprise Size
Table 13. Canada: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by End User
Table 14. Mexico: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Type
Table 15. Mexico: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by Enterprise Size
Table 16. Mexico: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million) - by End User
Table 17. Heat Map Analysis by Key Players
Table 18. List of Abbreviation
List of Figures
Figure 1. Digital Twin Market Segmentation, by Country
Figure 2. Digital Twin Market - Key Market Dynamics
Figure 3. Impact Analysis of Drivers and Restraints
Figure 4. Digital Twin Market Revenue (US$ Million), 2021-2031
Figure 5. Digital Twin Market Share (%) - by Type (2023 and 2031)
Figure 6. Asset Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 7. System Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 8. Process Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 9. Parts/Component Twin: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 10. Digital Twin Market Share (%) - by Enterprise Size (2023 and 2031)
Figure 11. Large Enterprises: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 12. SMEs: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 13. Digital Twin Market Share (%) - by End User (2023 and 2031)
Figure 14. Manufacturing: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 15. Automotive: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 16. Aerospace & Defense: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 17. Healthcare: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 18. Retail: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 19. Others: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 20. North America: Digital Twin Market, By Key Country- Revenue (2023) (Million)
Figure 21. North America: Digital Twin Market Breakdown, by Key Countries, 2023 and 2031 (%)
Figure 22. US: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 23. Canada: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 24. Mexico: Digital Twin Market - Revenue and Forecast to 2031 (US$ Million)
Figure 25. Company Positioning & Concentration
- General Electric Co
- Microsoft Corp
- Siemens AG
- Dassault Systemes SE
- PTC Inc.
- Robert Bosch GmbH
- International Business Machines Corp
- Oracle Corp
- Ansys, Inc.
- Autodesk, Inc.
- Save and reduce time carrying out entry-level research by identifying the growth, size, leading players, and segments in the North America digital twin market.
- Highlights key business priorities to assist companies to realign their business strategies.
- The key findings and recommendations highlight crucial progressive industry trends in the North America digital twin market, thereby allowing players across the value chain to develop effective long-term strategies.
- Develop/modify business expansion plans by using substantial growth offering developed and emerging markets.
- Scrutinize in-depth North America market trends and outlook coupled with the factors driving the North America digital twin market, as well as those hindering it.
- Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to client products, segmentation, pricing, and distribution.