Acquisition System and Analytic Fuzzy Model of a Manufactured Wind Turbine

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...

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Bibliographic Details
Published inRevista IEEE América Latina Vol. 13; no. 12; pp. 3879 - 3884
Main Authors Rubio, Jose de Jesus, Ochoa, Genaro, Rangel, Vanya Itzel, Meda, Jesus Alberto, Pacheco, Jaime
Format Journal Article
LanguageEnglish
Published Los Alamitos IEEE 01.12.2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
acquisition system
Acquisitions
analytic modeling
Analytical models
Error analysis
Fuzzy
Fuzzy modeling
Integrated circuit modeling
Marketing
Mathematical analysis
Poles and towers
Position measurement
Torque
Towers
Universal Serial Bus
Voltage measurement
wind turbine
Wind turbines
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Summary: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.
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ISSN:1548-0992
1548-0992
DOI:10.1109/TLA.2015.7404922