Journal of Systems Engineering and Electronics, Volume (32), No (1), Year (2021-2) , Pages (220-227)

Title : ( Enhanced two-loop model predictive control design for linear uncertain systems )

Authors: MohammadGhassem FarajzadehDevin , Seyed Kamal Hosseini Sani ,

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Abstract

Model predictive controllers (MPCs) with two-loop scheme are successful approaches practically and can be classified into two main categories, tube-based MPCs and MPC-based Reference Governors (RGs). In this paper an enhanced two-loop MPC design is proposed for a pre-stabilized system with bounded uncertainty subject to the input and state constraints. The proposed method offers less conservatism than the tube-based MPC methods by enlarging the restricted input constraint. Contrary to the MPC-based RGs, the investigated method improves tracking performance of the pre-stabilized system while satisfying the constraints. Additionally, the robust global asymptotic stability of the closed-loop system is guaranteed in a novel procedure with terminal constraint relaxation. Simulation of the proposed method on a servo system shows its effectiveness in comparison to the others.

Keywords

Model predictive control; Robust control; Cascade control; Constraint satisfaction.
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@article{paperid:1088651,
author = {FarajzadehDevin, MohammadGhassem and Hosseini Sani, Seyed Kamal},
title = {Enhanced two-loop model predictive control design for linear uncertain systems},
journal = {Journal of Systems Engineering and Electronics},
year = {2021},
volume = {32},
number = {1},
month = {February},
issn = {1004-4132},
pages = {220--227},
numpages = {7},
keywords = {Model predictive control; Robust control; Cascade control; Constraint satisfaction.},
}

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%0 Journal Article
%T Enhanced two-loop model predictive control design for linear uncertain systems
%A FarajzadehDevin, MohammadGhassem
%A Hosseini Sani, Seyed Kamal
%J Journal of Systems Engineering and Electronics
%@ 1004-4132
%D 2021

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