METHOD OF OPTIMIZING PARAMETER VALUES IN A PROCESS OF PRODUCING A PRODUCT

Patent №

US 6,973,389

Granted

2005-12-06

Filed 2001

Owner

QUANTIS FORMULATION INC.

+3 more

Lab

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09980163

A method of optimizing parameter values in a process for producing a product, which process is essentially controlled by a set of parameters affecting a set of properties characterizing the product. The method uses an analytic hierarchy process (AHP) to associate a weight with each property according to its relative importance to obtain desired product characteristics. The method also uses parameter data and measured property data from a required number of experimental runs of the process, from which data property behavior relations between each property and the parameters are statistically established, which relations give estimated property values. Using the property weights, a process goal function is established, which is expressed in terms of weighted deviations between the estimated property values and the corresponding goal values for the properties. Finally, the process goal function is minimized in order to generate a set of optimal parameter values for the process.

AI classification

Planning1.00
Evolutionary computation1.00
Machine learning1.00
Knowledge representation0.94
AI hardware0.38
Vision0.00
Natural language0.00
Speech0.00

Ownership

QUANTIS FORMULATION INC.

assignment · 126180211

CREATION THROUGH TRADE LLC

assignment · 215700260

PRODUCT OPTIMIZATION SYSTEMS, INC.

assignment · 215700274

MDM TECHNOLOGIES INC.

namechg · 215700281

Assignors

MOUNTASSIR, M'HAMMED

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

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