SYSTEM AND METHOD FOR EARLY DETECTION OF SYSTEM COMPONENT FAILURE

Patent №

US 7,401,263

Granted

2008-07-15

Filed 2005

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11132265

A system and method for detecting trends in time-managed lifetime data for products shipped in distinct vintages within a time window. Data is consolidated from several sources and represented in a form amenable to detection of trends using a criterion for measuring failure. A weight is applied to the failure measures, the weight increasing over the time the products are in the time window. A function of weighted failures is used to define a severity index for proximity to an unacceptable level of failures, and an alarm signal is triggered at a threshold level that allows the level of false alarms to be pre-set.

AI classification

Planning1.00
Knowledge representation0.97
Machine learning0.28
AI hardware0.01
Vision0.00
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 164680745

Assignors

DUBOIS, JR., ANDREW J., EVANS, VAUGHN ROBERT, JENSEN, DAVID L., KHABIBRAKHMANOV, ILDAR, RESTIVO, STEPHEN, ROSS, CHRISTOPHER D., YASHCHIN, EMMANUAL

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

From the same owner

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