Patent · US Active

Anomaly classifier

US10915558B2 · kind B2 · utility

0Cited by

2References

19Claims

0Family size

Assignee

General Electric Company · US

Inventors

Sundeep R Patil · Garching bei München, DE
Ansh Kapil · Munich, DE
Oliver Baptista · Innsbruck, AT

Key dates

Filing date	Jan 25, 2017
Grant date	Feb 9, 2021
Priority date	—
Expiry date	May 6, 2037

Classification

Technology area (CPC G)Physics
CPC primaryG06F16/2477
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

According to some embodiments, a system and method are provided to classify an anomaly. The method comprises receiving, from an anomaly detection system, time-series data that comprises one or more anomalies. The time-series data is grouped into a plurality of groups based on a scale range. For each group of the plurality of groups, statistical features are extracted from the time-series data. The extracted statistical features associated with the plurality of groups are combined and the one or more anomalies are classified based on the combined extracted statistical features.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.