MODEL PREDICTIVE CONTROL SYSTEM AND METHOD FOR REDUCTION OF STEADY STATE ERROR

Patent №

US 8,032,235

Granted

2011-10-04

Filed 2008

Owner

ROCKWELL AUTOMATION TECHNOLOGIES, INC.

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12147961

A technique is disclosed for reducing an error in a controlled variable via model predictive control. A predicted error in the controlled variable is determined for a forward-looking control horizon based upon measured or computed variables. The integral of the predicted error is computed. If the error or the integral exceed a tolerance for a determined time period, the model predictive control algorithm is modified to drive the error or the integral to within a tolerance. The modifications to the control algorithm may include changes to coefficients for terms based upon the error and/or the integral of the error.

AI classification

Planning1.00
Machine learning1.00
Evolutionary computation0.23
AI hardware0.02
Knowledge representation0.02
Natural language0.00
Speech0.00
Vision0.00

Ownership

ROCKWELL AUTOMATION TECHNOLOGIES, INC.

assignment · 211610921

Assignors

SAYYAR-RODSARI, BIJAN

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

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