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Offset-Free Model Predictive Control with Explicit Performance Specification

delete2016-01-20
delete23
PRE
AI
M
Matt Wallace
S
Steven Spielberg
M
Mhaskar, Prashant *
DOI:10.1021/acs.iecr.5b03772delete
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Abstract

Abstract

En 中文
This work considers the problem of designing a control law to yield a desired closed-loop response subject to input constraints and plant-model mismatch. To this end, a two-tiered model predictive controller is designed that first computes the best response of a certain desired form, and then computes the control action to achieve the prescribed closed Poop response. The key idea is first illustrated in the absence of plant model mismatch for a prescribed first- and second-order response of the controlled variables, and shown using a simulation example. Subsequently, a formulation is presented to handle plant model mismatch. Finally, the proposed formulation is applied to a chemical process example.
Keywords:
SWITCHED NONLINEAR-SYSTEMS
GLOBAL OPTIMIZATION
STABILITY
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

I
Industrial and Engineering Chemistry Research
IF:
3.9
Papers:
4.0W
Citations:
9.6W

Organization

M
McMaster University
Scholars:
3.6W
Papers: 3.3W
Citations: 4.4W
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