SYSTEM AND METHOD FOR DETECTING GENERATOR INCIPIENT FAILURES

Patent №

US 9,753,096

Granted

2017-09-05

Filed 2014

Owner

BASLER ELECTRIC COMPANY

Lab

AI components

3

ml · vision · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14518698

A method, system and computer software for detecting an incipient failure of a generator in a power system including the steps of ascertaining one or more generator reference parameter of the generator for use as a baseline reference; measuring one or more operating parameter values of the generator; using the one or more operating parameter values to solve for an estimated present value of the one or more of the generator's current performance parameters using particle swarm optimization technique; and determining whether the estimated present values of the one or more of the generator's current performance parameters are outside of an acceptable limit.

Machine learningVisionEvolutionary computationG01R 31/42H02P 9/006H02P 9/102H02P 23/14H02P 29/0241

AI classification

Evolutionary computation1.00
Machine learning1.00
Vision0.51
AI hardware0.02
Planning0.01
Speech0.00
Knowledge representation0.00
Natural language0.00

Ownership

BASLER ELECTRIC COMPANY

assignment · 431450687

Assignors

KIM, KIYONG

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

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