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

Claim 14:
15. A system for automatically monitoring sensors measuring parameters of a physical process, the system comprising:
a communication interface configured to receive data from a plurality of different data sources associated with a physical process, the plurality of different data sources including one or more sensors associated with the physical process;
a processor communicatively connected to the communication interface;
a memory communicatively connected to the processor and communication interface, the memory storing instructions comprising an automated model building and maintenance application which, when executed by the processor, cause the system to:
automatically perform a clustering process on training data received from the plurality of data sources to form one or more clusters, the plurality of data sources further including at least one single data source not included within the one or more clusters; and
for each single data source:
build a single source data model based at least in part on the training data associated with the single data source; and
automatically update the single source data model.