- 对系统建模或工业运作的理解
- 具备Python或类似程式语言的经验
- 熟悉数据整合概念
受众
- 数位转型领导者
- 工厂IT人员
- 数据架构师
数位孪生是物理系统的虚拟复制品，通过即时数据和AI驱动的智能进行增强。
这门由讲师指导的培训（线上或线下）面向中级专业人士，旨在使用即时数据和基于AI的洞察来构建、部署和优化数位孪生模型。
在培训结束时，参与者将能够：
- 理解数位孪生的架构和组件。
- 使用模拟工具来建模复杂的系统和环境。
- 将即时数据流集成到虚拟模型中。
- 应用AI技术进行预测行为和异常检测。
课程形式
- 互动式讲座和讨论。
- 大量练习和实践。
- 在实时实验室环境中进行实践操作。
课程定制选项
- 如需为此课程定制培训，请联系我们安排。
数位孪生简介
- 数位孪生的概念与演进
- 在制造、能源和物流中的应用案例
- 数位孪生的架构与生命周期
系统建模与模拟
- 使用Simulink进行动态系统建模
- 基于物理与数据驱动的建模
- 使用Unity进行系统视觉化
即时Data Integration
- 使用MQTT和OPC-UA进行连线
- 使用Node-RED进行数据串流
- 将感测器和机器数据导入孪生体
数位孪生中的AI与Machine Learning
- 整合AI模型进行预测与优化
- 使用TensorFlow或PyTorch处理即时数据
- 基于模拟输出训练模型
视觉化与仪表板
- 设计用于孪生体监控的使用者介面
- 3D与2D视觉化选项
- 具即时洞察的自定义仪表板
案例研究：构建数位孪生原型
- 端到端的制造资产孪生体设计
- 数据整合与机器学习设置
- 在模拟环境中部署与测试
维护与扩展数位孪生
- 生命周期管理与更新
- 互操作性与标准
- 扩展至多个资产或流程
总结与下一步
United Arab Emirates - Building Digital Twins with AI and Real-Time Data
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Canada - Building Digital Twins with AI and Real-Time Data
中国 - Building Digital Twins with AI and Real-Time Data
香港 - Building Digital Twins with AI and Real-Time Data
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Portugal - Building Digital Twins with AI and Real-Time Data
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日本 - Building Digital Twins with AI and Real-Time Data
Australia - Building Digital Twins with AI and Real-Time Data
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New Zealand - Building Digital Twins with AI and Real-Time Data
Philippines - Building Digital Twins with AI and Real-Time Data
Singapore - Building Digital Twins with AI and Real-Time Data
Thailand - Building Digital Twins with AI and Real-Time Data
Vietnam - Building Digital Twins with AI and Real-Time Data
India - Building Digital Twins with AI and Real-Time Data
Argentina - Building Digital Twins with AI and Real-Time Data
Chile - Building Digital Twins with AI and Real-Time Data
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Guatemala - Building Digital Twins with AI and Real-Time Data
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Indonesia - Building Digital Twins with AI and Real-Time Data
Kazakhstan - Building Digital Twins with AI and Real-Time Data
Moldova - Building Digital Twins with AI and Real-Time Data
Morocco - Building Digital Twins with AI and Real-Time Data
Tunisia - Building Digital Twins with AI and Real-Time Data
Kuwait - Building Digital Twins with AI and Real-Time Data
Oman - Building Digital Twins with AI and Real-Time Data
Slovakia - Building Digital Twins with AI and Real-Time Data
Kenya - Building Digital Twins with AI and Real-Time Data
Nigeria - Building Digital Twins with AI and Real-Time Data
Botswana - Building Digital Twins with AI and Real-Time Data
Slovenia - Building Digital Twins with AI and Real-Time Data
Croatia - Building Digital Twins with AI and Real-Time Data
Serbia - Building Digital Twins with AI and Real-Time Data
Bhutan - Building Digital Twins with AI and Real-Time Data
Nepal - Building Digital Twins with AI and Real-Time Data
Uzbekistan - Building Digital Twins with AI and Real-Time Data