Cargando…

Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method

The coupling between variables in the multi-input multi-output (MIMO) systems brings difficulties to the design of the controller. Aiming at this problem, this paper combines the particle swarm optimization (PSO) with the coefficient diagram method (CDM) and proposes a robust controller design strat...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Kai, Meng, Fanwei, Meng, Shengya, Wang, Chonghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469277/
https://www.ncbi.nlm.nih.gov/pubmed/34573806
http://dx.doi.org/10.3390/e23091180
_version_ 1784573889718779904
author Liu, Kai
Meng, Fanwei
Meng, Shengya
Wang, Chonghui
author_facet Liu, Kai
Meng, Fanwei
Meng, Shengya
Wang, Chonghui
author_sort Liu, Kai
collection PubMed
description The coupling between variables in the multi-input multi-output (MIMO) systems brings difficulties to the design of the controller. Aiming at this problem, this paper combines the particle swarm optimization (PSO) with the coefficient diagram method (CDM) and proposes a robust controller design strategy for the MIMO systems. The decoupling problem is transformed into a compensator parameter optimization problem, and PSO optimizes the compensator parameters to reduce the coupling effect in the MIMO systems. For the MIMO system with measurement noise, the effectiveness of CDM in processing measurement noise is analyzed. This paper gives the control design steps of the MIMO systems. Finally, simulation experiments of four typical MIMO systems demonstrate the effectiveness of the proposed method.
format Online
Article
Text
id pubmed-8469277
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84692772021-09-27 Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method Liu, Kai Meng, Fanwei Meng, Shengya Wang, Chonghui Entropy (Basel) Article The coupling between variables in the multi-input multi-output (MIMO) systems brings difficulties to the design of the controller. Aiming at this problem, this paper combines the particle swarm optimization (PSO) with the coefficient diagram method (CDM) and proposes a robust controller design strategy for the MIMO systems. The decoupling problem is transformed into a compensator parameter optimization problem, and PSO optimizes the compensator parameters to reduce the coupling effect in the MIMO systems. For the MIMO system with measurement noise, the effectiveness of CDM in processing measurement noise is analyzed. This paper gives the control design steps of the MIMO systems. Finally, simulation experiments of four typical MIMO systems demonstrate the effectiveness of the proposed method. MDPI 2021-09-08 /pmc/articles/PMC8469277/ /pubmed/34573806 http://dx.doi.org/10.3390/e23091180 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Kai
Meng, Fanwei
Meng, Shengya
Wang, Chonghui
Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method
title Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method
title_full Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method
title_fullStr Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method
title_full_unstemmed Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method
title_short Robust Controller Design for Multi-Input Multi-Output Systems Using Coefficient Diagram Method
title_sort robust controller design for multi-input multi-output systems using coefficient diagram method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469277/
https://www.ncbi.nlm.nih.gov/pubmed/34573806
http://dx.doi.org/10.3390/e23091180
work_keys_str_mv AT liukai robustcontrollerdesignformultiinputmultioutputsystemsusingcoefficientdiagrammethod
AT mengfanwei robustcontrollerdesignformultiinputmultioutputsystemsusingcoefficientdiagrammethod
AT mengshengya robustcontrollerdesignformultiinputmultioutputsystemsusingcoefficientdiagrammethod
AT wangchonghui robustcontrollerdesignformultiinputmultioutputsystemsusingcoefficientdiagrammethod