CONTROLLING A DISCRETE-TYPE MANUFACTURING PROCESS WITH A MULTIVARIATE MODEL

Patent №

US 8,855,804

Granted

2014-10-07

Filed 2010

Owner

MKS INSTRUMENTS, INC.

Lab

AI components

3

planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12947651

Described are methods, systems, and a computer-readable storage medium for controlling a discrete-type manufacturing process (e.g., an injection molding process) with a multivariate model. Data representing process parameters, operating parameters, or both of the manufacturing process are received. The received data is compared with a multivariate model that approximates the manufacturing process to provide a result. Upon the result of the comparing satisfying a condition, one or more values for a set of operating parameters for the manufacturing process are determined. When the one or more determined values for the set of operating parameters satisfies a criterion, at least one operating parameter of the manufacturing process is updated.

AI classification

Planning1.00
AI hardware0.99
Evolutionary computation0.98
Knowledge representation0.13
Machine learning0.03
Vision0.00
Natural language0.00
Speech0.00

Ownership

MKS INSTRUMENTS, INC.

assignment · 257570304

Assignors

HAZEN, DANIEL ROBERT, AMBROZIC, CHRISTOPHER PAUL, MCCREADY, CHRISTOPHER PETER

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

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