APPARATUS AND METHOD FOR DETECTING ABNORMAL SIGN

Patent №

US 7,548,831

Granted

2009-06-16

Filed 2007

Owner

KABUSHIKI KAISHA TOSHIBA

Lab

AI components

5

nlp · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11854919

There is provided with a method including: acquiring string data made up of a plurality of monitoring items from an apparatus to be monitored at predetermined or arbitrary time intervals; storing each acquired string data in a storage temporarily; calculating an average and variation for each of the monitoring items and correlation information indicating a correlation between the monitoring items by using each string data stored in the storage; normalizing the acquired string data by using the average and the variation of each monitoring item; calculating a distance from the correlation information for normalized string data by carrying out a computation using the normalized string data and the correlation information; and deciding whether or not there is an abnormal sign in the apparatus to be monitored depending on whether or not calculated distance falls within a confidence interval set in advance for a certain probability distribution.

AI classification

Knowledge representation0.97
Evolutionary computation0.94
Vision0.82
AI hardware0.75
Natural language0.65
Machine learning0.09
Planning0.00
Speech0.00

Ownership

KABUSHIKI KAISHA TOSHIBA

assignment · 209130687

Assignors

SUYAMA, AKIHIRO

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

From the same owner

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