Patent ID: 11868478
Assignee: SAUDI ARABIAN OIL COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 6:
7. A classifier comprising:
a processor having a predictor module including an artificial neural network, wherein the artificial neural network has a plurality of nodes arranged in at least one layer with interconnections between the nodes, and wherein the nodes and interconnections are configured through training using old configuration data and industry security standards data to perform a logistic regression, for receiving new configuration data associated with a newly commissioned system, and for generating a binary classification of the new configuration data as having a binary state being only a pass state or a fail state,
wherein the predictor module generates a state parameter specifying a reason which causes the new configuration data to pass or fail,
wherein the pass state indicates that the new configuration data of the newly commissioned system exceeds the requirements of both the old configuration data and the industry security standards data, and
wherein the fail state indicates that the new configuration data of the newly commissioned system does not exceed the requirements of both of the old configuration data and the industry security standards data; and

an output device outputting a classification report including the reason and the binary classification indicating only the pass state or the fail state of the new configuration data.