MANUFACTURING PROCESS MONITORING APPARATUS

Patent №

US 11,567,482

Granted

2023-01-31

Filed 2019

Owner

TOSHIBA MITSUBISHI-ELECTRIC INDUSTRIAL SYSTEMS CORPORATION

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16476780

A manufacturing process monitoring apparatus capable of determining a manufacturing process is anomaly, without requiring any threshold value for determining the as anomaly is provided. The manufacturing process monitoring apparatus includes a data conversion unit configured to convert process data of a manufacturing facility, a feature value analysis unit configured to analyze the converted data based on information on feature values, a data restoration unit configured to restore data for each of a plurality of categories based on the information on the feature values and information on the analyzed result, a similarity calculation unit configured to calculate a similarity for each of the plurality of categories based on the data used when being analyzed and the restored data, a category determination unit configured to determine a category of the data based on the similarity for each of the plurality of categories, a category classification unit configured to classify the category to which the process data belongs, and a process state diagnostic unit configured to diagnose a state of the manufacturing process based on a result of comparison between the determined category and the classified category.

Knowledge representationPlanningG05B 19/406G05B 19/41875B21B 38/00B21C 51/00G01M 13/00G05B 23/02G06F 11/00G06F 17/00+3 more

AI classification

Planning1.00
Knowledge representation0.82
AI hardware0.20
Machine learning0.19
Natural language0.09
Vision0.09
Speech0.00
Evolutionary computation0.00

Ownership

TOSHIBA MITSUBISHI-ELECTRIC INDUSTRIAL SYSTEMS CORPORATION

assignment · 497030176

Assignors

TEZUKA, TOMOYUKI, INAMI, HARUKI, KAMEYAMA, WATARU, SUGANUMA, MUTSUMI

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

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