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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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 |
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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 |