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A multi-strategy fuzzy control method based on the Takagi-Sugeno model
Cita
Al-Hadithi, Basil Mohammed 
ORCID: https://orcid.org/0000-0002-8786-5511, Adánez García-Villaraco, José Miguel and Jiménez Avello, Agustín ORCID: https://orcid.org/0000-0003-4918-5918
(2022).
A multi-strategy fuzzy control method based on the Takagi-Sugeno model.
"Optimal Control Applications and Methods", v. 44
(n. 1);
pp. 91-109.
ISSN 1099-1514.
https://doi.org/10.1002/oca.2932.
ORCID: https://orcid.org/0000-0002-8786-5511, Adánez García-Villaraco, José Miguel and Jiménez Avello, Agustín ORCID: https://orcid.org/0000-0003-4918-5918
(2022).
A multi-strategy fuzzy control method based on the Takagi-Sugeno model.
"Optimal Control Applications and Methods", v. 44
(n. 1);
pp. 91-109.
ISSN 1099-1514.
https://doi.org/10.1002/oca.2932.
Descripción
| Título: | A multi-strategy fuzzy control method based on the Takagi-Sugeno model |
|---|---|
| Autor/es: |
|
| Tipo de Documento: | Artículo |
| Título de Revista/Publicación: | Optimal Control Applications and Methods |
| Fecha: | 1 Agosto 2022 |
| ISSN: | 1099-1514 |
| Volumen: | 44 |
| Número: | 1 |
| Materias: | |
| ODS: | |
| Palabras Clave Informales: | T-S fuzzy model, Multi-Strategy Fuzzy Control, Incremental state model, Optimal control |
| Escuela: | E.T.S.I. Diseño Industrial (UPM) |
| Departamento: | Ingeniería Eléctrica, Electrónica Automática y Física Aplicada |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
In this work, a new multi-strategy fuzzy control (MSFC) based on fuzzy fusion techniques for the control of multivariable nonlinear systems is proposed. This new nonlinear control method is a mixture of different control techniques by fuzzy interpolation using the fuzzy Takagi-Sugeno model. It combines various control strategies to achieve smooth transient responses and zero steady state error. The following techniques are merged within the proposed MSFC structure: an optimal state feedback control that yields an optimal transient response, optimal control through an incremental state model that returns a zero steady state error, and a constant input control to maintain the system behavior within predefined boundaries whenever the MSFC method is applied.
Proyectos asociados
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Gobierno de España
PID2020-113096RB-I00
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Cognitive Personal Assistance for Social Environments (ACOGES
Más información
| ID de Registro: | 87957 |
|---|---|
| Identificador DC: | https://oa.upm.es/87957/ |
| Identificador OAI: | oai:oa.upm.es:87957 |
| URL Portal Científico: | https://portalcientifico.upm.es/es/ipublic/item/9951803 |
| Identificador DOI: | 10.1002/oca.2932 |
| URL Oficial: | https://onlinelibrary.wiley.com/doi/full/10.1002/o... |
| Depositado por: | iMarina Portal Científico |
| Depositado el: | 24 Feb 2025 07:54 |
| Ultima Modificación: | 24 Feb 2025 07:54 |
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