GENERAL METHOD FOR TRACKING THE EVOLUTION OF HIDDEN DAMAGE OR OTHER UNWANTED CHANGES IN MACHINERY COMPONENTS AND PREDICTING REMAINING USEFUL LIFE

Patent №

US 6,567,752

Granted

2003-05-20

Filed 2001

Owner

THE PENN STATE RESEARCH FOUNDATION

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09930386

A method and apparatus for determining a slowly evolving damage state in a system having a time scale separation between a fast subsystem and a slow subsystem, the method includes acquiring measurement data of a fast subsystem of said system, determining a tracking function for the system, and evaluating the tracking function using the acquired measurement data to determine a measure of the slow damage subsystem the system.

AI classification

Planning0.98
AI hardware0.98
Machine learning0.65
Knowledge representation0.01
Evolutionary computation0.00
Natural language0.00
Speech0.00
Vision0.00

Ownership

THE PENN STATE RESEARCH FOUNDATION

assignment · 122710258

Assignors

CUSUMANO, JOSEPH, CHELIDZE, DAVID, CHATTERJEE, ANINDYA

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

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