METHOD AND APPARATUS FOR PREDICTING FAILURE IN A SYSTEM

Patent №

US 7,006,947

Granted

2006-02-28

Filed 2002

Owner

VEXTEC CORPORATION

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10043712

The invention regards a system reliability or failure predicting apparatus and method that incorporates known information about system component failure into a system model and uses the model with or without other acquired system data to predict the probability of system failure. An embodiment of the method includes using probabilistic methods to create a system failure model from the failure models of individual system components, predicting the failure of the system based on the component models and system data, ranking the sensitivity of the system to the system variables, and communicating a failure prediction.

Machine learningPlanningAI hardwareG06F 11/008G06F 30/23H04L 41/06H04L 41/16H04L 41/5032G06F 2111/08G06F 2113/26H04L 41/5009

AI classification

Planning1.00
Machine learning1.00
AI hardware0.97
Knowledge representation0.20
Evolutionary computation0.16
Speech0.01
Natural language0.00
Vision0.00

Ownership

VEXTEC CORPORATION

assignment · 142950514

Assignors

TRYON, ROBERT G., III, DEY, ANIMESH, NASSER, A. LORENZ

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

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