Patent ID: 11928565
Assignee: CHEVRON U.S.A. INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A method for automating building and maintaining of models of a physical process, the method comprising:
receiving training data associated with a plurality of different data sources, each data source of the plurality of data sources being associated with a physical process;
performing a clustering process on the training data associated with plurality of data sources to form one or more clusters, and wherein at least one single data source of the plurality of data sources is not included within the one or more clusters; and
for each of the one or more clusters:
building a data model based at least in part on the training data associated with the data sources included in the cluster; and
automatically updating the data model based at least in part on updated training data, the updated training data corresponding to recent data received as operational data.