General controllability and observability tests for Takagi-Sugeno fuzzy systems

J. A. Meda-Campaña; J. de; C. Aguilar-Ibañez; R. Tapia-Herrera; R. Gonzalez-Salazar; R. A. Rodriguez-Manzanarez; G. Lopez-Contreras; J. O. Hernandez-Monterrosas; I. Elias; D. R. Cruz

doi:10.1007/s12530-019-09281-w

General controllability and observability tests for Takagi-Sugeno fuzzy systems

J. A. Meda-Campaña, J. de, C. Aguilar-Ibañez, R. Tapia-Herrera, R. Gonzalez-Salazar, R. A. Rodriguez-Manzanarez, G. Lopez-Contreras, J. O. Hernandez-Monterrosas, I. Elias, D. R. Cruz

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6 Citas (Scopus)

Resumen

An approach for investigating controllability and observability properties in Takagi-Sugeno (TS) fuzzy systems is given. The proposed method is independent of the number of fuzzy rules acting at the same instant and independent of the number of inputs and outputs included in the TS fuzzy model. Therefore, it can be applied to a wide class of fuzzy systems. The analysis relies on the solution of a set of symbolic simultaneous equations with the fuzzy weights as the unknowns of such equations.

Idioma original	Inglés
Páginas (desde-hasta)	349-358
Número de páginas	10
Publicación	Evolving Systems
Volumen	11
N.º	2
DOI	https://doi.org/10.1007/s12530-019-09281-w
Estado	Publicada - 1 jun. 2020

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abstract = "An approach for investigating controllability and observability properties in Takagi-Sugeno (TS) fuzzy systems is given. The proposed method is independent of the number of fuzzy rules acting at the same instant and independent of the number of inputs and outputs included in the TS fuzzy model. Therefore, it can be applied to a wide class of fuzzy systems. The analysis relies on the solution of a set of symbolic simultaneous equations with the fuzzy weights as the unknowns of such equations.",

keywords = "Fuzzy controllability, Fuzzy observability, Takagi-Sugeno fuzzy models",

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doi = "10.1007/s12530-019-09281-w",

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AU - Meda-Campaña, J. A.

AU - de, J.

AU - Aguilar-Ibañez, C.

AU - Tapia-Herrera, R.

AU - Gonzalez-Salazar, R.

AU - Rodriguez-Manzanarez, R. A.

AU - Lopez-Contreras, G.

AU - Hernandez-Monterrosas, J. O.

AU - Elias, I.

AU - Cruz, D. R.

PY - 2020/6/1

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N2 - An approach for investigating controllability and observability properties in Takagi-Sugeno (TS) fuzzy systems is given. The proposed method is independent of the number of fuzzy rules acting at the same instant and independent of the number of inputs and outputs included in the TS fuzzy model. Therefore, it can be applied to a wide class of fuzzy systems. The analysis relies on the solution of a set of symbolic simultaneous equations with the fuzzy weights as the unknowns of such equations.

AB - An approach for investigating controllability and observability properties in Takagi-Sugeno (TS) fuzzy systems is given. The proposed method is independent of the number of fuzzy rules acting at the same instant and independent of the number of inputs and outputs included in the TS fuzzy model. Therefore, it can be applied to a wide class of fuzzy systems. The analysis relies on the solution of a set of symbolic simultaneous equations with the fuzzy weights as the unknowns of such equations.

KW - Fuzzy controllability

KW - Fuzzy observability

KW - Takagi-Sugeno fuzzy models

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SP - 349

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JO - Evolving Systems

JF - Evolving Systems

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General controllability and observability tests for Takagi-Sugeno fuzzy systems

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