YIELD/QUALITY IMPROVEMENT USING CALCULATED FAILURE RATE DERIVED FROM MULTIPLE COMPONENT LEVEL PARAMETERS

Patent №

US 6,947,871

Granted

2005-09-20

Filed 2003

Owner

HITACHI GLOBAL STORAGE TECHNOLOGIES NETHERLANDS B.V.

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10678031

A method for improving yields in manufacturing processes includes identifying parameters which affect performance at a subsequent step in the process, collecting data concerning individual performance parameters, creating a reference scale which correlates individual parameters with probability of failure at a subsequent step in the process, testing a manufactured unit to collect performance data concerning two or more of the individual parameters from a manufactured unit, comparing performance data concerning two or more of the individual parameters from the manufactured unit to the reference scale to assign probability of failure for each of the single performance parameters, calculating a Figure of Merit, and utilizing the Figure of Merit to sort or disposition units.

Knowledge representationPlanningG05B 19/41875G05B 2219/32015G05B 2219/32224Y02P 90/02

AI classification

Knowledge representation0.98
Planning0.92
AI hardware0.25
Machine learning0.13
Evolutionary computation0.06
Vision0.02
Speech0.00
Natural language0.00

Ownership

HITACHI GLOBAL STORAGE TECHNOLOGIES NETHERLANDS B.V.

assignment · 150260899

Assignors

DENG, YOUPING, KEENER, CHRISTOPHER D., WANG, JINSONG

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

From the same owner

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