METHOD AND APPARATUS FOR CATEGORIZING UNEXPLAINED RESIDUALS

Patent №

US 6,961,677

Granted

2005-11-01

Filed 2003

Owner

ITT MANUFACTURING ENTERPRISES, INC.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10646774

A method and apparatus for performing continuous variance analysis (CVA) to characterize a data set. Data set values may be associated with any source, including measurements of a received signal and/or measurements of natural and/or man-made phenomena. CVA generates an output matrix that contains a measure of variation for a plurality of ranges (or windows) of data elements within a data set positioned at known locations within the data set. CVA output can be interpreted visually by a technician and/or using automatic numerical analysis. CVA is compatible with any apparatus/approach that uses numerical analysis to generate a predicted model based upon stored library models and/or linear/nonlinear components. CVA is compatible with any programming language and can be readily added to new and/or existing apparatus to compliment existing capabilities. CVA is less complex than conventional techniques, and requires less computer processing capacity, yet results in more readily interpretable results.

AI classification

Machine learning1.00
AI hardware0.98
Vision0.92
Planning0.42
Speech0.08
Natural language0.06
Evolutionary computation0.03
Knowledge representation0.01

Ownership

ITT MANUFACTURING ENTERPRISES, INC.

assignment · 144290106

Assignors

BOYSWORTH, MARC KENNETH

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

From the same owner

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