Acquisition system and analytic fuzzy model of a manufactured wind turbine

Jose De Jesus Rubio; Genaro Ochoa; Vanya Itzel Rangel; Jesus Alberto Meda; Jaime Pacheco

doi:10.1109/TLA.2015.7404922

Acquisition system and analytic fuzzy model of a manufactured wind turbine

Jose De Jesus Rubio, Genaro Ochoa, Vanya Itzel Rangel, Jesus Alberto Meda, Jaime Pacheco

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

4 Scopus citations

Abstract

In this paper, an acquisition system is introduced to obtain the measures of the electric current, electric voltage, blades position, and tower position of a wind turbine with rotatory tower, and an analytic fuzzy model is introduced for the modeling of the wind turbine behavior. The proposed model is the combination of the analytic and fuzzy models. The fuzzy model is used as a compensator to improve the approximation of the analytic model. It is guaranteed that the error of the analytic fuzzy model is smaller than the error of the analytic model. An experiment shows the effectiveness of the proposed technique.

Original language	English
Article number	7404922
Pages (from-to)	3879-3884
Number of pages	6
Journal	IEEE Latin America Transactions
Volume	13
Issue number	12
DOIs	https://doi.org/10.1109/TLA.2015.7404922
State	Published - Dec 2015

Keywords

Acquisition system
Analytic modeling
Fuzzy modeling
Wind turbine

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10.1109/TLA.2015.7404922

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title = "Acquisition system and analytic fuzzy model of a manufactured wind turbine",

abstract = "In this paper, an acquisition system is introduced to obtain the measures of the electric current, electric voltage, blades position, and tower position of a wind turbine with rotatory tower, and an analytic fuzzy model is introduced for the modeling of the wind turbine behavior. The proposed model is the combination of the analytic and fuzzy models. The fuzzy model is used as a compensator to improve the approximation of the analytic model. It is guaranteed that the error of the analytic fuzzy model is smaller than the error of the analytic model. An experiment shows the effectiveness of the proposed technique.",

keywords = "Acquisition system, Analytic modeling, Fuzzy modeling, Wind turbine",

author = "Rubio, {Jose De Jesus} and Genaro Ochoa and Rangel, {Vanya Itzel} and Meda, {Jesus Alberto} and Jaime Pacheco",

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T1 - Acquisition system and analytic fuzzy model of a manufactured wind turbine

AU - Rubio, Jose De Jesus

AU - Ochoa, Genaro

AU - Rangel, Vanya Itzel

AU - Meda, Jesus Alberto

AU - Pacheco, Jaime

PY - 2015/12

Y1 - 2015/12

N2 - In this paper, an acquisition system is introduced to obtain the measures of the electric current, electric voltage, blades position, and tower position of a wind turbine with rotatory tower, and an analytic fuzzy model is introduced for the modeling of the wind turbine behavior. The proposed model is the combination of the analytic and fuzzy models. The fuzzy model is used as a compensator to improve the approximation of the analytic model. It is guaranteed that the error of the analytic fuzzy model is smaller than the error of the analytic model. An experiment shows the effectiveness of the proposed technique.

AB - In this paper, an acquisition system is introduced to obtain the measures of the electric current, electric voltage, blades position, and tower position of a wind turbine with rotatory tower, and an analytic fuzzy model is introduced for the modeling of the wind turbine behavior. The proposed model is the combination of the analytic and fuzzy models. The fuzzy model is used as a compensator to improve the approximation of the analytic model. It is guaranteed that the error of the analytic fuzzy model is smaller than the error of the analytic model. An experiment shows the effectiveness of the proposed technique.

KW - Acquisition system

KW - Analytic modeling

KW - Fuzzy modeling

KW - Wind turbine

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DO - 10.1109/TLA.2015.7404922

M3 - Artículo

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EP - 3884

JO - IEEE Latin America Transactions

JF - IEEE Latin America Transactions

IS - 12

M1 - 7404922

ER -

Acquisition system and analytic fuzzy model of a manufactured wind turbine

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Keywords

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