FAILURE MODE RANKING IN AN ASSET MANAGEMENT SYSTEM

Patent №

US 10,489,752

Granted

2019-11-26

Filed 2016

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15248036

This disclosure provides systems for using failure mode ranking in an asset management system to generate asset maintenance outputs. Operational data, failure mode models, and configuration data for an asset, such as a complex electromechanical system, are related to failure prevention analytics configurations through failure mode rankings to enable the asset management system to reduce a future ranking of potential failure modes by changing the present configuration of the asset to include a recommended failure prevention analytics configuration.

Machine learningPlanningEvolutionary computationAI hardwareG06Q 10/20G01M 99/005G05B 23/0278G05B 23/0283G06Q 10/0635

AI classification

Planning1.00
Evolutionary computation1.00
AI hardware0.94
Machine learning0.55
Knowledge representation0.24
Natural language0.02
Speech0.00
Vision0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 395500615

Assignors

KORSEDAL, JOHN ROBERT, IV, HEIN, CARLOS ANDRES, HIGGINS, CHRISTOPHER D., LINDENMUTH, MARC GAVIN, DILL, MOLLI ANNE, ZHAO, YAN

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

From the same owner

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