DETECTING ANOMALOUS SENSORS

Patent №

US 9,892,012

Granted

2018-02-13

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14984915

Anomalous sensors are detected using an apparatus including a processor and one or more computer readable mediums collectively including instructions that, when executed by the processor, cause the processor to: obtain a plurality of healthy sensor data, wherein each of the healthy sensor data includes a plurality of sensed values of a corresponding sensor among a plurality of sensors in normal operation, generate a healthy data distribution of at least two sensors among the plurality of sensors based on the plurality of healthy sensor data, and generate a function of a status probability distribution of the plurality of sensors with respect to time under the condition of sensor data with respect to time based on the healthy data distribution.

Machine learningVisionKnowledge representationPlanningEvolutionary computationAI hardwareG06F 11/3089G05B 23/0232G06F 11/0751G06F 11/3419G06F 11/3485G06F 11/3058

AI classification

Planning0.99
Knowledge representation0.99
Vision0.98
AI hardware0.96
Machine learning0.90
Evolutionary computation0.73
Natural language0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 373860836

Assignors

HARA, SATOSHI, KATSUKI, TAKAYUKI

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

From the same owner

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