INTELLIGENT ANALYSIS SYSTEM AND METHOD FOR FLUID-FILLED ELECTRICAL EQUIPMENT

Patent №

US 6,446,027

Granted

2002-09-03

Filed 1999

Owner

GENERAL ELECTRIC COMPANY

+1 more

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09398034

An intelligent analysis apparatus and method for fluid filled electrical equipment includes sensors for measuring various parameters of the electrical equipment. Analytical models calculate parameters based on measurements of other parameters. The measured and calculated parameters are compared and the result of the comparison is used as an indicator in a causal network. The probabilities of the causal network are recalculated by a belief network. The analytical models are adjusted over time to account for acceptable changes in behavior of the equipment over time. The output of the causal network can be used for diagnostic and prognostic indication.

Machine learningPlanningAI hardwareG01R 31/14G01R 31/50G06N 7/01H01F 27/12G01R 31/3271

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Vision0.00
Evolutionary computation0.00
Natural language0.00
Knowledge representation0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 110470125

PROLEC-GE, S. DE R.L. DE C.V.

assignment · 110470125

Assignors

O'KEEFE, THOMAS GARY, AZZARO, STEVEN HECTOR, JAMMU, VINAY BHASKAR, COULTER, GREGORY DENNIS, CROUSE, JOHN CHARLES, CRUZ, ALFONSO M. DELGADO, BETANCOURT, ENRIQUE, STOKES, EDWARD BRITTAIN

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

From the same owner

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