SYSTEM AND METHOD FOR PROCESSING A NEW DIAGNOSTICS CASE RELATIVE TO HISTORICAL CASE DATA AND DETERMINING A RANKING FOR POSSIBLE REPAIRS

Patent №

US 7,206,965

Granted

2007-04-17

Filed 2003

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10444528

Method and system are provided for processing a new diagnostics case relative to historical case data for a machine undergoing diagnostics. The method allows providing a database storing historical case data for the machine undergoing diagnostics. The method further allows calculating a degree of similarity between the new case and respective cases stored in the database. A list of neighboring cases is determined relative to the new case based on the calculated degree of similarity between the new case and the respective cases stored in the database. The list of neighboring cases is processed to determine a ranking for possible corrective actions for the new case. A corrective action is selected for the new case based on the ranking of the possible corrective actions for the new case.

AI classification

Planning1.00
AI hardware1.00
Knowledge representation0.99
Natural language0.75
Machine learning0.51
Evolutionary computation0.32
Vision0.01
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 143480558

Assignors

RODDY, NICHOLAS EDWARD, VARMA, ANIL

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

From the same owner

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