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

Claim 2:
3. The method of claim 1, wherein inputting of the first device outlier data, the production line configuration simulation parameter, the product information and the product performance simulation data, comprises:
partitioning the first device outlier data to obtain training set data and test set data;
inputting the training set data, the production line configuration simulation parameter, the product information and the product performance simulation data into the machine learning model to perform training to obtain an initial product performance prediction model; and
inputting the test set data, the production line configuration simulation parameter, the product information and the product performance simulation data into the initial product performance prediction model, and verifying the initial product performance prediction model, to obtain the product performance prediction model.