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

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

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.

Original language	English
Pages (from-to)	349-358
Number of pages	10
Journal	Evolving Systems
Volume	11
Issue number	2
DOIs	https://doi.org/10.1007/s12530-019-09281-w
State	Published - 1 Jun 2020

Keywords

Fuzzy controllability
Fuzzy observability
Takagi-Sugeno fuzzy models

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title = "General controllability and observability tests for Takagi-Sugeno fuzzy systems",

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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T1 - General controllability and observability tests for Takagi-Sugeno fuzzy systems

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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Keywords

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