ANOMALY DETECTION SYSTEM

Patent №

US 11,675,799

Granted

2023-06-13

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16866884

Aspects of the present invention disclose a method and system for anomaly detection for a data source. The method includes one or more processors identifying unexpected values of monitoring measurands in a monitored time series utilizing an anomaly detection algorithm. A data source provides sensor data, including values of a first group of measurands, which include monitoring measurands. The method further includes determining that values of a second group of one or more of the measurands of a subset of sensor data indicates an anomaly utilizing the anomaly detection algorithm. The method further includes sending anomalous data indicative of the subset of sensor data to a root cause analysis system and receiving corresponding feedback that is indicative of a result of a root cause analysis of the subset of sensor data and comprises a third group of the measurands. The method further includes adapting the anomaly detection algorithm.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06F 11/3409G06F 16/2474G06F 11/079G06F 11/3447G06F 11/3452G06N 3/0455G06N 3/0499G06N 5/04+4 more

AI classification

Knowledge representation1.00
Planning1.00
AI hardware0.95
Evolutionary computation0.88
Machine learning0.65
Vision0.09
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 525730030

Assignors

PIERRI, FRANCESCO, GIURGIU, IOANA, SERGE, MONNEY, GUSAT, MITCH

On an employer assignment, the assignors are typically the inventors.

From the same owner

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