SYSTEM AND METHOD FOR MANAGING SEMICONDUCTOR MANUFACTURING DEFECTS

Patent №

US 9,880,892

Granted

2018-01-30

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14187783

A method of managing semiconductor manufacturing defects, the method including: determining a cumulative aging parameter for each of a plurality of first IC products produced with a particular manufacturing line, the cumulative aging parameter being dependent on a product operating condition; calculating an observed defect rate for the plurality of first IC products based on a difference between a predicted value of a aging parameter and the cumulative aging parameter for each of the plurality of first IC products; and adjusting a manufacturing reliability model for the particular manufacturing line in response to the observed defect rate being different from an initial predicted defect rate for the plurality of first IC products wherein the manufacturing reliability model reestablishes the initial predicted defect rate.

PlanningAI hardwareG06F 11/008H01L 22/10H01L 22/20H10P 74/20H10P 74/23G01R 31/2849

AI classification

Planning1.00
AI hardware0.92
Machine learning0.41
Knowledge representation0.26
Evolutionary computation0.24
Vision0.03
Speech0.00
Natural language0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 322810438

Assignors

BICKFORD, JEANNE P. S., HABIB, NAZMUL, LI, BAOZHEN, NSAME, PASCAL A.

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

From the same owner

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