Assessing Metal Plate Thickness: An SVM Approach with Electromagnetic Methods

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00219069" target="_blank" >RIV/68407700:21230/13:00219069 - isvavai.cz</a>
Result on the web
<a href="http://www.imeko.org/publications/tc10-2013/IMEKO-TC10-2013-021.pdf" target="_blank" >http://www.imeko.org/publications/tc10-2013/IMEKO-TC10-2013-021.pdf</a>
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
Assessing Metal Plate Thickness: An SVM Approach with Electromagnetic Methods
Original language description
Eddy current testing (ECT) is a non destructive technique that can be used in the measurement of conductive material thickness. In this work ECT and a machine learning algorithm (support vector machine-SVM) are used to classify the thicknesses of three different types of conductive plates. Eddy currents are induced by imposing a voltage step in an excitation coil, while a giant magnetoresistor (GMR) magnetic sensor measures the transitory magnetic field intensity in the sample vicinity. An experimentalvalidation procedure, including machine training with linear and exponential kernels and classification errors, was made for each metal type with sets of sample thicknesses up to 7.5 mm.
Czech name
—
Czech description
—

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 12th IMEKO TC10 Workshop on Technical Diagnostics
ISBN
978-88-903149-8-8
ISSN
—
e-ISSN
—
Number of pages
5
Pages from-to
140-144
Publisher name
Universita di Firenze
Place of publication
Florencie
Event location
Florencie
Event date
Jun 6, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—

Similar results(10)