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

Claim 5:
6. A system for obtaining estimated predictions of at least one status, the system comprising at least:
one or more industrial devices;
a product database comprising product data at least on the one or more industrial devices; and
one or more apparatuses, wherein an 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 apparatus at least to perform:
retrieving, in response to a user input comprising industrial device type information, which at least indicates at least one industrial device type, using the industrial device type information, from a product database comprising product data of a plurality of industrial devices, product data of one or more industrial devices, which are of the same industrial device type as the at least one industrial device type indicated;
determining, after retrieving the product data, for each industrial device whose product data is retrieved, whether or not process data is available for the industrial device;
in response to process data being available, performing a remote monitoring analysis to the process data to obtain and output one or more predictions of the at least one status;
in response to no process data being available for the industrial device, performing:
inputting the retrieved product data to a trained model, wherein the trained model utilizes machine learning and wherein the trained model has been trained using process data collected by a subset of the plurality of the industrial devices, predictions of at least one status generated by a remote monitoring analysis tool from the process data, and product data of the subset of the plurality of the industrial devices, and wherein the trained model processes the inputted product data to one or more estimated predictions of the at least one status; and
outputting the one or more estimated predictions of the at least one status.