Patent ID: 11899440
Assignee: ABB SCHWEIZ AG
Field: Computer technology (Electrical engineering)
Classification: CPC G  Y | IPC G

Claim 12:
13. The system of claim 6, wherein the system further comprises
a process database, wherein at least one of the one or more industrial devices are configured to collect and transfer process data to the process database; and
one or more training apparatuses, wherein a training apparatus comprises at least one processor; and at least one memory including computer program code, the at least one memory and computer program code configured to, with the at least one processor, cause the training apparatus at least to perform:
retrieving from the process database process data collected on a plurality of industrial devices;
retrieving product data of the plurality of the industrial devices;
performing remote monitoring analysis to the process data retrieved to obtain predictions of at least one status; and
training a machine learning model to be the trained model using the product data, process data and the predictions of the at least one status as training data by repeating the training until the machine learning model, using the product data as input, outputs estimated predictions of the at least one status that correspond to the predictions of the at least one status obtained from the remote monitoring analysis.