Title:
MODULAR GENERAL-PURPOSE AUTOMATED ANOMALOUS DATA SYNTHESIZER FOR ROTARY PLANT
Document Type and Number:
Japanese Patent JP2022068872
Kind Code:
A
Abstract:
SOLUTION: An anomalous scenario synthesizer apparatus includes: a rotatable shaft configured to be rotationally driven about a rotation axis; a data acquisition system operably associated with the rotatable shaft and configured to measure attributes of the rotatable shaft; and a dynamic anomaly generator operably connected to the rotatable shaft. The dynamic anomaly generator is configured to generate at least one anomaly in the rotatable shaft while the rotatable shaft is rotating, and is configured to generate at least one dynamic label for each anomaly while the rotatable shaft is rotating. The dynamic label for each anomaly includes at least one descriptor corresponding to the anomaly that describes the anomaly such that a machine learning method may utilize the descriptor for machine learning.SELECTED DRAWING: Figure 2
Inventors:
YEUNG YIP FUN
ALI ALSHEHRI
LOIS WAMPLER
HIRANO TOSHIYUKI
FUROKAWA MIKIO
KAMAL YOUCEF-TOUMI
ALI ALSHEHRI
LOIS WAMPLER
HIRANO TOSHIYUKI
FUROKAWA MIKIO
KAMAL YOUCEF-TOUMI
Application Number:
JP2021173355A
Publication Date:
May 10, 2022
Filing Date:
October 22, 2021
Export Citation:
Assignee:
MASSACHUSETTS INST TECHNOLOGY
JAPAN STEEL WORKS LTD
JAPAN STEEL WORKS LTD
International Classes:
G01M99/00; G01H17/00
Attorney, Agent or Firm:
Hidehito Kono
Tono Kono
Tono Kono