Patent ID: 11940782
Assignee: SIEMENS AKTIENGESELLSCHAFT
Field: Control (Instruments)
Classification: CPC G  Y | IPC G

Claim 16:
17. A computer device, comprising:
a memory storing a computer program; and
a processor configured to, when the processor executes the computer program, cause the computer device to at least
acquire first sample data, the first sample data including device outlier data generated in a process of manufacturing a product by a device,
acquire product information and a production line configuration simulation parameter of a production line relating to location of the device, the product information being product information of the product manufactured by the production line,

select a product performance simulation model to perform a simulation test on a performance of the product to obtain product performance simulation data, wherein the product performance simulation model is selected according to the device outlier data, the production line configuration simulation parameter and the product information, and
input the device outlier data, the production line configuration simulation parameter, the product information and the product performance simulation data into a machine learning model to perform machine learning training to obtain a product performance prediction model.