SYSTEM AND METHOD FOR FINDING AN OPERATION/TOOL COMBINATION THAT CAUSES INTEGRATED FAILURE IN A SEMICONDUCTOR FABRICATION FACILITY

Patent №

US 6,580,960

Granted

2003-06-17

Filed 2000

Owner

PROMOS TECHNOLOGIES, INC.

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09602378

A system and method for finding operation/tool's combination which causes the integration failure in a semiconductor fabrication facility is disclosed. It comprises the steps of generating a candidate operation/tool list by selecting the operation/tool's that are more likely to cause said failure. Assign a weight value to each lot in the lot list for each operatioon/tool in said candidate operation/tool list, the weight value being a predetermined positive value for a bad lot, and a negative value for a good lot. Then select any pair of operation/tool's from said candidate operation/tool list and calculate a peak combination cumulative value for that pair of operation/tool's. Rank each pair of operation/tool's according to their corresponding peak combination cumulative values. It is determined the pair of operation/tool's with the greatest peak combination cumulative value the most likely to cause said failure.

AI classification

Machine learning0.66
Knowledge representation0.39
Planning0.02
Vision0.01
Speech0.01
Evolutionary computation0.01
Natural language0.00
AI hardware0.00

Ownership

PROMOS TECHNOLOGIES, INC.

assignment · 108980614

Assignors

NICHOLSON, MARK

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

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