PREDICTING REMAINING USEFUL LIFE FOR A COMPUTER SYSTEM USING A STRESS-BASED PREDICTION TECHNIQUE

Patent №

US 8,340,923

Granted

2012-12-25

Filed 2010

Owner

ORACLE INTERNATIONAL CORPORATION

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12752767

One embodiment of the present invention provides a system for predicting a remaining useful life (RUL) for a component in a set of components within a computer system. The system starts by collecting values of at least one degradation-related parameter associated with the operation of a monitored component within the computer system. Note that the degradation-related parameter is a direct measurement of a degree of degradation of the monitored component. The system additionally collects values of at least one stress-based parameter from the computer system. Note that the stress-based parameter measures an accumulative stress in the operating environment of the set of components which can cause degradation of the set of components. The system then uses the values of the at least one degradation-related parameter and the values of the at least one stress-based parameter to predict an RUL for a component in the set of components.

AI classification

Planning0.99
AI hardware0.17
Knowledge representation0.17
Evolutionary computation0.01
Natural language0.01
Vision0.00
Machine learning0.00
Speech0.00

Ownership

ORACLE INTERNATIONAL CORPORATION

assignment · 243400752

Assignors

WOOD, ALAN PAUL, GROSS, KENNY C., MCELFRESH, DAVID K.

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

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