DocumentCode :
2688788
Title :
Wind speed measurement and uncertainty analysis using ultrasonic sensors with Kalman filtering
Author :
Espinoza, Carlos E Morales ; Villanueva, Juan M Mauricio ; Cavalcanti, Sebastian Y Catunda
Author_Institution :
Fac. de Ing. Electr. y Electron., FIEE, Univ. Nac. de Ing., UNI, Lima, Peru
fYear :
2010
fDate :
3-6 May 2010
Firstpage :
624
Lastpage :
628
Abstract :
In this work, analyses of Kalman filtering for wind speed measurement using ultrasonic sensors is presented. A technique based on the Kalman filter procedure is developed for the determination of the wind speed. Data are gathered using the Discrete Extended Kalman Filter (DEKF) algorithm. The assessment of uncertainties on the wind speed measurement is analyzed. Practical design issues are considered and an application example is shown in order to illustrate the proposed procedure.
Keywords :
Kalman filters; ultrasonics; velocity measurement; wind power; Kalman filtering; discrete extended Kalman Filter algorithm; ultrasonic sensors; uncertainty analysis; wind speed measurement; Acoustic sensors; Filtering; Kalman filters; Measurement uncertainty; Particle measurements; Temperature dependence; Temperature sensors; Ultrasonic variables measurement; Velocity measurement; Wind speed; Kalman filter; Wind speed measurement; time-of-flight; ultrasonic sensors; uncertainties;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE
Conference_Location :
Austin, TX
ISSN :
1091-5281
Print_ISBN :
978-1-4244-2832-8
Electronic_ISBN :
1091-5281
Type :
conf
DOI :
10.1109/IMTC.2010.5488177
Filename :
5488177
Link To Document :
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