METHOD AND APPARATUS FOR DETERMINING A CONDITION INDICATOR FOR USE IN EVALUATING THE HEALTH OF A COMPONENT

Patent №

US 6,711,523

Granted

2004-03-23

Filed 2001

Owner

SIMMONDS PRECISION PRODUCTS, INC.

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10011864

Disclosed are techniques used in connection with determining a health indicator (HI) of a component, such as that of an aircraft component. The HI is determined using condition indicators (CIs) which parameterize characteristics about a component minimizing possibility of a false alarm. Different algorithms are disclosed which may be used in determining one or more CIs. The HI may be determined using a normalized CI value. Techniques are also described in connection with selecting particular CIs that provide for maximizing separation between HI classifications. Given a particular HI at a point in time for a component, techniques are described for predicting a future state or health of the component using the Kalman filter. Techniques are described for estimating data values as an alternative to performing data acquisitions, as may be used when there is no pre-existing data.

Machine learningPlanningEvolutionary computationG01N 29/4445G01H 1/003G01N 29/11G01N 29/12G01N 29/449G01N 29/46G05B 23/0248G01N 2291/2693+1 more

AI classification

Planning1.00
Evolutionary computation0.84
Machine learning0.84
Knowledge representation0.09
AI hardware0.04
Vision0.00
Natural language0.00
Speech0.00

Ownership

SIMMONDS PRECISION PRODUCTS, INC.

assignment · 123720120

Assignors

BECHHOEFER, ERIC ROBERT

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

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