北美实时生产监控市场预测至 2030 年 - 区域分析 - 按组件（解决方案和服务）、部署（本地和云）、企业规模（大型企业和中小企业）和行业（流程制造和离散制造）
制造业中人工智能和机器学习的集成推动北美实时生产监控市场
工业 4.0 正在转型企业如何制造、改进和分销其商品。制造商将尖端技术融入其运营和制造设施中，例如物联网 (IoT)、云计算和分析、人工智能和机器学习。人工智能 (AI) 和机器学习 (ML) 使制造商能够充分利用工厂车间、跨业务部门以及合作伙伴和第三方来源生成的大量信息。人工智能和机器学习可以创造洞察力，提供运营和业务流程的可预测性、可见性和自动化。随着数据输入的增加，人工智能和机器学习在制造中的集成不断增加。通过结合规则和算法（具有用户定义的参数），可以使实时生产监控系统变得更加智能。通过这样做，制造商能够利用计算机的力量实时快速评估大量数据并做出定期选择，而无需人类参与。由人工智能 (AI) 驱动的系统可以在制造过程中出现最小偏差时独立得出结论，并能够识别制造过程中的复杂模式和联系。因此，将人工智能和机器学习集成到制造业中为实时生产监控市场创造了巨大的机会，因为实时生产监控允许根据车间的更新来更新权威。要充分发挥人工智能在MES中的威力，必须确保生产过程中记录的数据的质量和成熟度。为了防止潜在问题并最大限度地提高 MES 中人工智能驱动解决方案的效率，整个生产周期的实时优化和明智决策需要持续监控和维护数据质量。因此，人工智能和机器学习在制造业中的融合可能会成为北美实时监控市场的趋势。
北美实时生产监控市场概览
该地区是全球数字技术的早期采用者。 2012 年 5 月，启动了数字政府战略，旨在建设 21 世纪的政府，并在整个地区引发数字革命，从而引领经济增长和技术采用。 2020 年 5 月，美国国际开发署 (USAID) 发布了针对全球快速发展的数字环境中的发展和人道主义援助的数字战略。这一数字战略的制定是为了加强各个行业，为该地区的经济增长做出贡献。 2021 年，加拿大宣布了第一个数字政府战略，以协调数字运营、实现 IT 系统现代化、推进技术采用并改善服务交付。因此，数字化的不断发展推动了北美地区数字解决方案的采用，从而促进了整个制造业参与者对实时生产监控解决方案的需求，以获得市场竞争优势。数字化导致物联网设备的集成，生成大量有关生产过程的数据。实时生产监控解决方案可以帮助制造商捕获和分析来自生产机械的数据，并根据数据驱动的洞察实时做出决策。
北美有许多软件公司向世界各地的用户提供解决方案。根据 CompTIA 的数据，2019 年美国成立了超过 557,000 家软件和 IT 服务公司。因此，该地区软件提供商的广泛存在正在促进北美实时生产监控市场的增长，因为该解决方案有助于运输和消费品等各个行业的制造商实时收集和处理来自机器的数据，并帮助制造商做出明智的业务决策，以有效地提高产量。 MachineMetrics、罗克韦尔自动化、Vorne Industries Inc.、Oracle Corporation 和 Aspen Technology Inc. 是该地区实时生产监控市场的主要参与者。这些市场参与者不断致力于通过引入新的解决方案来增加收入。 2021 年 11 月，罗克韦尔自动化旗下提供基于云的智能制造解决方案的 Plex Systems 推出了 Plex 生产监控。该公司声称，该解决方案可以帮助制造商通过有关实时运营 KPI 的信息了解实时工厂车间数据，以推动持续改进。
北美实时生产监控市场收入和预测到 2030 年（百万美元）
北美实时生产监控市场细分
北美实时生产监控市场根据组件、部署、企业规模、行业和国家进行细分。
基于组件，北美实时生产监控市场分为解决方案和服务。到 2022 年，解决方案细分市场将占据更大份额。
通过部署，北美实时生产监控市场分为本地和云。到 2022 年，本地部署细分市场将占据更大份额。
按企业规模划分，北美实时生产监控市场分为大型企业和中小企业。到 2022 年，大型企业细分市场将占据更大的份额。
按行业划分，北美实时生产监控市场分为流程制造和离散制造。到 2022 年，流程制造领域将占据更大的份额。
根据国家/地区，北美实时生产监控市场分为美国、加拿大和墨西哥。 2022 年，美国将主导北美实时生产监控市场。
Aspen Technology Inc、Capgemini SE、Dassault Systemes SE、通用电气公司、日立有限公司、Infosys Ltd、甲骨文公司、罗克韦尔自动化公司和西门子AG 是北美实时生产监控市场上的一些领先公司。
Table of Content
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 Coverage
3.2 Secondary Research
3.3 Primary Research
4. North America Real Time Production Monitoring Market Landscape
4.1 Overview
4.2 North America PEST Analysis
4.3 Ecosystem Analysis
4.3.1 List of Vendors in Value Chain
5. North America Real Time Production Monitoring Market - Key Industry Dynamics
5.1 North America Real Time Production Monitoring Market - Key Industry Dynamics
5.2 Market Drivers
5.2.1 Advent of Industry 4.0
5.2.2 Increase in Use of Predictive Maintenance Across Industries
5.2.3 Focus on Maximizing Production Capacity
5.3 Market Restraints
5.3.1 Cost Constraints in Deploying Solutions in SMEs
5.3.2 Possibility of Data Theft Through Manufacturing Execution System (MES)
5.4 Market Opportunities
5.4.1 Integration of Real-Time Production Monitoring Solution with ERP Systems
5.4.2 Need for Energy Efficiency
5.5 Future Trends
5.5.1 Integration of Artificial Intelligence and Machine Learning in Manufacturing
5.6 Impact of Drivers and Restraints:
6. Real Time Production Monitoring Market - North America Market Analysis
6.1 North America Real Time Production Monitoring Market Revenue (US$ Million), 2022 - 2030
6.2 North America Real Time Production Monitoring Market Forecast and Analysis
7. North America Real Time Production Monitoring Market Analysis - Component
7.1 Solution
7.1.1 Overview
7.1.2 Solution Market, Revenue and Forecast to 2030 (US$ Million)
7.2 Services
7.2.1 Overview
7.2.2 Services Market, Revenue and Forecast to 2030 (US$ Million)
8. North America Real Time Production Monitoring Market Analysis - Deployment
8.1 On-Premise
8.1.1 Overview
8.1.2 On-Premise Market Revenue, and Forecast to 2030 (US$ Million)
8.2 Cloud
8.2.1 Overview
8.2.2 Cloud Market Revenue, and Forecast to 2030 (US$ Million)
9. North America Real Time Production Monitoring Market Analysis - Enterprise Size
9.1 Large Enterprise
9.1.1 Overview
9.1.2 Large Enterprise Market Revenue, and Forecast to 2030 (US$ Million)
9.2 SMEs
9.2.1 Overview
9.2.2 SMEs Market Revenue, and Forecast to 2030 (US$ Million)
10. North America Real Time Production Monitoring Market Analysis - Industry
10.1 Process Manufacturing
10.1.1 Overview
10.1.2 Process Manufacturing Market Revenue, and Forecast to 2030 (US$ Million)
10.2 Discrete Manufacturing
10.2.1 Overview
10.2.2 Discrete Manufacturing Market Revenue, and Forecast to 2030 (US$ Million)
11. North America Real Time Production Monitoring Market - Country Analysis
11.1 Overview
11.1.1 North America North America Real Time Production Monitoring Market Revenue and Forecasts and Analysis - By Country
11.1.1.1 North America Real Time Production Monitoring Market Revenue and Forecasts and Analysis - By Country
11.1.1.2 US: North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Mn)
11.1.1.2.1 US: North America Real Time Production Monitoring Market Breakdown by Component
11.1.1.2.2 US: North America Real Time Production Monitoring Market Breakdown by Deployment
11.1.1.2.3 US: North America Real Time Production Monitoring Market Breakdown by Enterprise Size
11.1.1.2.4 US: North America Real Time Production Monitoring Market Breakdown by Industry
11.1.1.3 Canada: North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Mn)
11.1.1.3.1 Canada: North America Real Time Production Monitoring Market Breakdown by Component
11.1.1.3.2 Canada: North America Real Time Production Monitoring Market Breakdown by Deployment
11.1.1.3.3 Canada: North America Real Time Production Monitoring Market Breakdown by Enterprise Size
11.1.1.3.4 Canada: North America Real Time Production Monitoring Market Breakdown by Industry
11.1.1.4 Mexico: North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Mn)
11.1.1.4.1 Mexico: North America Real Time Production Monitoring Market Breakdown by Component
11.1.1.4.2 Mexico: North America Real Time Production Monitoring Market Breakdown by Deployment
11.1.1.4.3 Mexico: North America Real Time Production Monitoring Market Breakdown by Enterprise Size
11.1.1.4.4 Mexico: North America Real Time Production Monitoring Market Breakdown by Industry
12. Competitive Landscape
12.1 Heat Map Analysis by Key Players
12.2 Company Positioning & Concentration
13. Industry Landscape
13.1 Overview
13.2 Market Initiative
13.3 New Product Development
14. Company Profiles
14.1 Capgemini SE
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 Oracle Corp
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 Hitachi Ltd
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 Rockwell Automation Inc
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 Siemens AG
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 Dassault Systemes SE
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 Aspen Technology Inc
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 Infosys Ltd
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
There are no recent developments for Aspen Technology Inc in the Real time production monitoring market.
14.9 General Electric Co
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
15. Appendix
15.1 About the Insight Partners
15.2 Word Index
List of Tables
Table 1. North America Real Time Production Monitoring Market Segmentation
Table 2. North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Million)
Table 3. North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Million) - Component
Table 4. North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Million) - Deployment
Table 5. North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Million) - Enterprise Size
Table 6. North America Real Time Production Monitoring Market Revenue and Forecasts to 2030 (US$ Million) - Industry
Table 7. North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Country
Table 8. US: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Component
Table 9. US: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Deployment
Table 10. US: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Enterprise Size
Table 11. US: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Industry
Table 12. Canada: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Component
Table 13. Canada: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Deployment
Table 14. Canada: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Enterprise Size
Table 15. Canada: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Industry
Table 16. Mexico: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Component
Table 17. Mexico: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Deployment
Table 18. Mexico: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Enterprise Size
Table 19. Mexico: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn) - By Industry
Table 20. Heat Map Analysis By Key Players
Table 21. List of Abbreviation
List of Figures
Figure 1. North America Real Time Production Monitoring Market Segmentation, By Country
Figure 2. North America PEST Analysis
Figure 3. Ecosystem: North America Real Time Production Monitoring Market
Figure 4. Impact Analysis of Drivers and Restraints
Figure 5. North America Real Time Production Monitoring Market Revenue (US$ Million), 2022 - 2030
Figure 6. North America Real Time Production Monitoring Market Share (%) - Component, 2022 and 2030
Figure 7. Solution Market Revenue and Forecasts to 2030 (US$ Million)
Figure 8. Services Market Revenue and Forecasts to 2030 (US$ Million)
Figure 9. North America Real Time Production Monitoring Market Share (%) Deployment, 2022 and 2030
Figure 10. On-Premise Market Revenue and Forecasts to 2030 (US$ Million)
Figure 11. Cloud Market Revenue and Forecasts to 2030 (US$ Million)
Figure 12. North America Real Time Production Monitoring Market Share (%) Enterprise Size, 2022 and 2030
Figure 13. Large Enterprise Market Revenue and Forecasts to 2030 (US$ Million)
Figure 14. SMEs Market Revenue and Forecasts to 2030 (US$ Million)
Figure 15. North America Real Time Production Monitoring Market Share (%) Industry, 2022 and 2030
Figure 16. Process Manufacturing Market Revenue and Forecasts to 2030 (US$ Million)
Figure 17. Discrete Manufacturing Market Revenue and Forecasts to 2030 (US$ Million)
Figure 18. North America Real Time Production Monitoring Market Breakdown by Key Countries - Revenue (2022) (US$ Million)
Figure 19. North America Real Time Production Monitoring Market Breakdown by Key Countries, 2022 and 2030 (%)
Figure 20. US: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn)
Figure 21. Canada: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn)
Figure 22. Mexico: North America Real Time Production Monitoring Market Revenue and Forecasts To 2030 (US$ Mn)
Figure 23. Company Positioning & Concentration
1. Aspen Technology Inc
2. Capgemini SE
3. Dassault Systemes SE
4. General Electric Co
5. Hitachi Ltd
6. Infosys Ltd
7. Oracle Corp
8. Rockwell Automation Inc
9. Siemens AG
- Save and reduce time carrying out entry-level research by identifying the growth, size, leading players, and segments in the North America real time production monitoring market.
- Highlights key business priorities in order to assist companies to realign their business strategies.
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