While the digital twin has become an intrinsic part of the product creation process, its true power lies in the connectivity of the digital representation with its physical counterpart. Data acquired on the physical asset can validate, update and enrich the digital twin. The knowledge contained in the digital representation brings value to the physical asset itself. When a dedicated encapsulation is extracted from the digital twin to model a specific set of behaviors in a specific context, delivering a stand-alone executable representation, such instantiated and self-contained model is referred to as an Executable Digital Twin. In this contribution, key building blocks such as model order reduction, real-time models, state estimation and co-simulation are reviewed, and a number of characteristic use cases are presented. These include virtual sensing, hybrid testing and hardware-in-the loop, model-based control and model-based diagnostics.
翻译:虽然数字双胞胎已成为产品创造过程的内在部分,但其真正的力量在于数字代表与其实物对应方的连通性。获得的实物资产数据可以验证、更新和丰富数字双胞胎。数字代表所含知识给实物资产本身带来价值。当从数字双中提取专用封装以在特定情况下模拟一套特定的行为时,提供独立可执行的表示时,这种即时和自足的模型被称为可执行的数字双胞胎。在这一贡献中,对诸如减少命令模型、实时模型、国家估计和共同模拟等关键构件进行了审查,并介绍了一些典型的使用案例,其中包括虚拟感测、混合测试和循环硬件、基于模型的控制和基于模型的诊断。