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市场调查报告书
商品编码
1656112
工业人工智慧市场的成长机会Growth Opportunities in the Industrial AI Market |
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AI工业革命：点燃颠覆性创新与空前效率的新时代
工业人工智慧 (AI) 正在成为製造业和流程工业的变革力量，彻底改变了传统的自动化、流程优化和决策方法。这项技术的影响将涵盖三个主要应用领域：产品创新：透过人工智慧产品和新经营模式实现价值创造。应用过程：透过先进的系统建模和自动化实现更高的生产力。洞察应用程式：加速知识发现并支援资料驱动、增值流程整合。
五大关键趋势正在重塑工业人工智慧格局：
1. 转向决策人工智慧：超越分析和预测，解决工业环境中复杂的业务决策。
2. 专业知识撷取与转移：专注于透过数位编码保存退休专家的关键业务知识。
3. 透过自主模型创建和流程最佳化来创建自我最佳化工厂的自主代理。
4.将AI融入控制系统，透过直接实施AI预测和建议来实现闭合迴路自动化。
5. 开发可解释的工业人工智慧，并透过对操作员和工程师透明的决策流程建立信任。
本研究检验了工业人工智慧的发展和影响，并确定了未来三个关键的成长机会。该分析涵盖了新兴的工业人工智慧生态系统，并强调了推动各个应用领域创新和采用的关键参与者。透过探索人工智慧与软体定义自动化和其他实行技术的融合，该研究为工业人工智慧如何改变製造营运提供了宝贵的见解。
该研究还透过五个关键预测提供了对未来的战略洞察，强调了人工智慧在工业中主导的价值创造的巨大潜力。这些预测以及对市场驱动因素和限制因素的详细分析相关人员提供了利用工业人工智慧在日益数位化的工业环境中获得竞争优势的清晰蓝图。
目录
战略问题
- 成长为何变得越来越艰难？
- The Strategic Imperative 8（TM）
- 三大战略挑战对工业人工智慧产业的影响
- 成长机会推动Growth Pipeline Engine（TM）™
成长机会分析
- 工业 AI：概述
- 工业 AI：模型类型
- 工业人工智慧：主要趋势
- 工业人工智慧：应用范围
- 工业人工智慧：潜在案例
- 工业人工智慧：市场生态系统
- 成长动力
- 成长抑制因素
- 工业人工智慧：重大预测
成长机会领域
- 成长机会一：基于人工智慧的影像检查系统
- 成长机会二：AI生产调度系统
- 成长机会3：工业自主人工智慧代理
后续步骤Next steps
- 成长机会的好处和影响
- 后续步骤Next steps
- 图片列表
- 免责声明
AI's Industrial Revolution: Igniting a New Era of Disruptive Innovation and Unprecedented Efficiency
Industrial artificial intelligence (AI) has emerged as a transformative force in manufacturing and process industries, revolutionizing traditional approaches to automation, process optimization, and decision-making. The technology's impact spans 3 core application domains: Product Innovation, enabling value creation through AI-enhanced products and novel business models; Process Applications, driving productivity improvements through advanced system modeling and automation; and Insight Applications, facilitating knowledge discovery and data-driven integration of value-added processes.
Five key trends are reshaping the industrial AI landscape:
1. The shift to decision-making AI, moving beyond analytics and predictions to addressing complex operational decisions in industrial settings.
2. Expertise capture and transfer, focusing on preserving critical operational knowledge from retiring experts through digital codification.
3. Autonomous agents that create self-optimizing factories through independent model creation and process optimization.
4. Integrating AI with control systems, enabling closed-loop automation through direct implementation of AI predictions and recommendations.
5. Developing explainable industrial AI, building trust through transparent decision-making processes for operators and engineers.
This study examines the evolution and impact of industrial AI and identifies 3 critical growth opportunities for the future. The analysis encompasses the emerging industrial AI ecosystem, highlighting key companies driving innovation and adoption across different application areas. By exploring the convergence of AI with software-defined automation and other enabling technologies, the study provides valuable insight into how industrial AI is transforming manufacturing operations.
The study also delivers strategic foresight into the future with 5 significant predictions that demonstrate the enormous potential for AI-led value creation in industries. These predictions, coupled with a detailed analysis of market drivers and restraints, offer stakeholders a clear roadmap for leveraging industrial AI to achieve a competitive advantage in an increasingly digital industrial landscape.
Table of Contents
Strategic Imperatives
- Why is it Increasingly Difficult to Grow?
- The Strategic Imperative 8™
- The Impact of the Top 3 Strategic Imperatives on the Industrial AI Industry
- Growth Opportunities Fuel the Growth Pipeline Engine™
Growth Opportunity Analysis
- Industrial AI: An Overview
- Industrial AI: Model Types
- Industrial AI: Key Trends
- Industrial AI: Scope of Applications
- Industrial AI: Potential Application Use Cases
- Industrial AI: Market Ecosystem
- Growth Drivers
- Growth Restraints
- Industrial AI: The Big Predictions
Growth Opportunity Universe
- Growth Opportunity 1: AI-based Vision Inspection Systems
- Growth Opportunity 2: AI-based Production Scheduling Systems
- Growth Opportunity 3: Industrial Autonomous AI Agents
Next Steps
- Benefits and Impacts of Growth Opportunities
- Next Steps
- List of Exhibits
- Legal Disclaimer
