ADAPTIVE MULTIVARIATE FAULT DETECTION

Patent №

US 7,587,296

Granted

2009-09-08

Filed 2007

Owner

APPLIED MATERIALS, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11800471

A method and apparatus for detecting faults. A set of data samples is received, the set of data samples including multiple process variables. One or more multivariate statistical models are adapted, wherein adapting includes applying a change to at least one univariate statistic of the one or more multivariate statistical models if the change is greater than a threshold value. The one or more multivariate statistical models are used to analyze subsequent process data to detect faults.

Machine learningPlanningAI hardwareG05B 19/41875G05B 23/024G05B 23/0297G05B 2219/32201Y02P 90/02Y02P 90/80

AI classification

Planning1.00
Machine learning1.00
AI hardware0.82
Natural language0.01
Knowledge representation0.00
Evolutionary computation0.00
Speech0.00
Vision0.00

Ownership

APPLIED MATERIALS, INC.

assignment · 199130710

Assignors

HARVEY, JERRY LYNN, JR., SCHWARM, ALEXANDER T.

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

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