METHOD FOR ANALYZING MANUFACTURING DATA

Patent №

US 7,174,281

Granted

2007-02-06

Filed 2002

Owner

LSI LOGIC CORPORATION

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10135383

A method of manufacturing, e.g., integrated circuits, and of managing a manufacturing process. Product unit (circuit) variation data is collected from clustered product units (wafer sites). Collected data is grouped according to a selected manufacturing parameter. Each group is normalized for the selected manufacturing parameter. Normalized groups are combined. Normalized process data is checked for variances and the data is regrouped and renormalized until variances are no longer found. Each identified variance is correlated with a likely source. Then, each said likely source is addressed, e.g., a tool is adjusted or replaced, to minimize variances.

AI classification

Planning1.00
Machine learning0.24
Knowledge representation0.02
AI hardware0.00
Natural language0.00
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

LSI LOGIC CORPORATION

assignment · 128640574

Assignors

ABERCROMBIE, DAVID

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

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