SISO MODEL PREDICTIVE CONTROLLER

Patent №

US 7,400,933

Granted

2008-07-15

Filed 2005

Owner

WISCONSIN ALUMNI RESEARCH FOUNDATION

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11051814

A method of predictive control for a single input, single output (SISO) system, including modeling the SISO system with model factors, detecting output from the SISO system, estimating a filtered disturbance from the output, determining a steady state target state from the filtered disturbance and a steady state target output, populating a dynamic optimization solution table using the model factors and a main tuning parameter, and determining an optimum input from the dynamic optimization solution table. Determining an optimum input includes determining a time varying parameter, determining a potential optimum input from the time varying parameter, and checking whether the potential optimum input is the optimum input.

AI classification

Planning1.00
Machine learning1.00
AI hardware0.99
Evolutionary computation0.99
Natural language0.11
Knowledge representation0.07
Vision0.02
Speech0.00

Ownership

WISCONSIN ALUMNI RESEARCH FOUNDATION

assignment · 163260515

Assignors

RAWLINGS, JAMES B., PANNOCCHIA, GABRIELE, LAACHI, NABIL

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

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