DocumentCode
246829
Title
Measurement of paint and coating thickness on metallic plates using smart near field microwave sensor
Author
Ali, Asem M. ; Ramahi, Omar M. ; Boybay, Muhammed S.
Author_Institution
Dept. of Comput. Eng., Antalya Int. Univ., Antalya, Turkey
fYear
2014
fDate
6-11 July 2014
Firstpage
916
Lastpage
917
Abstract
A smart microwave sensor for non-destructive thickness measurement of paint and dielectric coating of metallic plates is presented. The sensor is based on low cost microstrip transmission line with a Complementary Split-Ring Resonator (CSRR) in the ground plan. The CSRR sensor experiences a frequency shift proportional to the thickness of a dielectric layer backed with metallic plate as described. Ideally, one would like the frequency shift to be related directly to a thickness reading (usually in mm or um). An artificial intelligent regression model was developed to automate the post processing of the measurements and achieve actual thickness data. This work presents simulation, measurements, and data post-processing of CSRR sensor operating on metallic plate with different coating thicknesses. The post-processing was performed using Support Victor Regression (SVR) algorithm on the transmission coefficients.
Keywords
artificial intelligence; intelligent sensors; microstrip lines; microwave detectors; nondestructive testing; regression analysis; support vector machines; thickness measurement; CSRR sensor; SVR algorithm; artificial intelligent regression model; coating thickness measurement; complementary split-ring resonator; data post-processing; dielectric layer; metallic plate dielectric coating; metallic plate paint; microstrip transmission line; non-destructive thickness measurement; smart near field microwave sensor; support victor regression algorithm; transmission coefficients; Coatings; Mathematical model; Microwave measurement; Testing; Thickness measurement; Training; Transmission line measurements; Non-destructive testing; artificial intelligent regression; complementary split-ring resonator (CSRR); measurement; microwave sensor;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation Society International Symposium (APSURSI), 2014 IEEE
Conference_Location
Memphis, TN
ISSN
1522-3965
Print_ISBN
978-1-4799-3538-3
Type
conf
DOI
10.1109/APS.2014.6904786
Filename
6904786
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