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
Ownership
KABUSHIKI KAISHA TOSHIBA
assignment · 209130687
Assignors
SUYAMA, AKIHIRO
On an employer assignment, the assignors are typically the inventors.