An experimental study on determination of the shottky diode current-voltage characteristic depending on temperature with artificial neural network

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dc.authoridColak, Andac Batur/0000-0001-9297-8134
dc.contributor.authorColak, Andac Batur
dc.contributor.authorGuzel, Tamer
dc.contributor.authorYildiz, Oguzhan
dc.contributor.authorOzer, Metin
dc.date.accessioned2024-11-07T13:31:36Z
dc.date.available2024-11-07T13:31:36Z
dc.date.issued2021
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description.abstractShottky diodes are one of the important components of electronic systems. Therefore, it is very important to determine the parameters of the diodes according to the area in which they will be used. One of the most important of these parameters is the current-voltage characteristic of the diode. In this study, firstly, current values of the Schottky diode in the voltage range of -2 V to +3 V are experimentally measured in the temperature range of 100?300 K. In order to estimate the current-voltage characteristic of Shottky diode at different temperatures, a multi-layer perceptron, a feed-forward back-propagation artificial neural network was developed using 362 experimental data obtained. In the artificial neural network where temperature (T) and voltage (V) values are selected as input variables and the hidden layer has 15 neurons, the current (I) value is obtained as output. The results obtained from the artificial neural network have been found to be in good agreement with the experimental data of the Schottky diode.
dc.identifier.doi10.1016/j.physb.2021.412852
dc.identifier.issn0921-4526
dc.identifier.issn1873-2135
dc.identifier.scopus2-s2.0-85100648176
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://doi.org/10.1016/j.physb.2021.412852
dc.identifier.urihttps://hdl.handle.net/11480/14945
dc.identifier.volume608
dc.identifier.wosWOS:000643927500006
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofPhysica B-Condensed Matter
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectShottky diode
dc.subjectArtificial neural network
dc.subjectCurrent
dc.subjectVoltage
dc.subject6H?SiC
dc.titleAn experimental study on determination of the shottky diode current-voltage characteristic depending on temperature with artificial neural network
dc.typeArticle

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