DocumentCode :
64221
Title :
Influence of Field of View of Thermal Imagers and Angle of View on Temperature Measurements by Infrared Thermovision
Author :
Muniz, Pablo R. ; Cani, Shirley P. N. ; Magalhaes, Robson da S.
Author_Institution :
Univ. Fed. da Bahia, Salvador, Brazil
Volume :
14
Issue :
3
fYear :
2014
fDate :
Mar-14
Firstpage :
729
Lastpage :
733
Abstract :
Temperature measurement by infrared thermography is a powerful technique for predictive maintenance. To make accurate diagnoses, errors associated with temperature measurement results should be minimized because the diagnosis is obtained by applying temperature difference criteria in consecutive measurements or in similar equipment. Temperature measurement by infrared thermography is susceptible to errors caused by many things. We study and assess the effectiveness obtained in use of experimental models for error correction in temperature measurement by thermal imagers due to the influence of the field of view of the imager´s lens, combined with varying viewing angles between the analyzed object and the imager. The results indicate that these factors can introduce errors that compromise the diagnosis. Experimental models based on artificial neural network and on regression were developed to correct such errors.
Keywords :
computerised instrumentation; error correction; infrared imaging; lenses; maintenance engineering; measurement errors; neural nets; regression analysis; temperature measurement; angle of view; artificial neural network; consecutive measurement; diagnoses; error correction; experimental model; field of view; imager lens; infrared thermography; infrared thermovision; predictive maintenance; regression analysis; temperature difference criteria; temperature measurement error; thermal imager; viewing angle variation; Artificial neural networks; Measurement errors; Measurement uncertainty; Temperature measurement; Thermal analysis; Thermal sensors; Uncertainty; Field of view of lenses; error analysis; infrared imaging; temperature measurement;
fLanguage :
English
Journal_Title :
Sensors Journal, IEEE
Publisher :
ieee
ISSN :
1530-437X
Type :
jour
DOI :
10.1109/JSEN.2013.2287003
Filename :
6645393
Link To Document :
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