AS-DESIGNED, AS-MANUFACTURED, AS-TESTED, AS-OPERATED AND AS-SERVICED COUPLED DIGITAL TWIN ECOSYSTEM

The disclosure an as-designed, as-manufactured, as-tested, as-operated and as-serviced coupled digital twin ecosystem. There are provided methods and systems for optimizing a manufacturing process. For example, there is provided a method for generating a model for driving a decision of a manufacturing process. The method includes simultaneously receiving data from a plurality of sources and executing a machine learning-based procedure on the data. The method further includes updating a physics-based model corresponding to the model in real time based on a result of the machine learning-based procedure. 本公开涉及一种所设计、所制造、所测试、所运行和所服务的耦合数字孪生生态系统。提供了用于优化制造过程的方法和系统。例如，提供了一种用于生成用来驱动制造过程的决策的模型的方法。该方法包括同时从多个源接收数据并对该数据执行基于机器学习的过程。该方法进一步包括基于基于机器学习的过程的结果实时地更新与该模型相对应的基于物理的模型。