US 11,030,064 B2 · Facilitating classification of equipment failure data

Abstract

The subject disclosure relates to employing grouping and selection components to facilitate a grouping of failure data associated with oil and gas exploration equipment into one or more equipment failure type groups. In an example, a method comprises grouping, by a system operatively coupled to a processor, training data of a set of equipment failure data into one or more failure type groups based on one or more determined failure criteria, wherein the one or more failure type groups represent equipment failure classifications associated with energy exploration processes; and selecting, by the system, first ungrouped data from the set of equipment failure data based on a level of similarity between the first ungrouped data and the training data.

Claims16

Dependent claims

A system, comprising:

a memory that stores computer executable components;
a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise:
a first grouping component that groups a first equipment failure data of a set of equipment failure data into a first failure type group based on a determined failure criterion;
an equipment assembly including one or more capacitors to increase one or more power factors, wherein the determined failure criterion comprises an average reactive power data identifying a fluid traversing from a first position to a second position;
and
a selection component that selects a second equipment failure data from the set of equipment failure data based on a level of similarity between the first equipment failure data and the second equipment failure data.

3 more elements

Dependencies are inferred from the claim text.

Facilitating classification of equipment failure data

Life of this patent

Facilitating classification of equipment failure data

Life of this patent

Abstract

Claims16