Comparison of Different Calibration Techniques of Laser Induced Breakdown Spectroscopy in Bakery Products: on Nacl Measurement

dc.authorid Berberoglu, Halil/0000-0002-2435-3631
dc.authorid Tamer, Ugur/0000-0001-9989-6123
dc.authorid ESELLER, KEMAL Efe/0000-0002-9758-4852
dc.authorid SEZER, Banu/0000-0002-0743-3453
dc.authorscopusid 56533910700
dc.authorscopusid 22950638800
dc.authorscopusid 57200419557
dc.authorscopusid 57185511700
dc.authorscopusid 6603028058
dc.authorscopusid 6603211547
dc.authorwosid Eseller, Kemal/GWU-9333-2022
dc.authorwosid BOYACI, Ismail Hakki/A-5255-2013
dc.authorwosid Berberoglu, Halil/A-3636-2017
dc.authorwosid Tamer, Ugur/AFS-5115-2022
dc.contributor.author Bilge, Gonca
dc.contributor.author Eseller, Kemal Efe
dc.contributor.author Berberoglu, Halil
dc.contributor.author Sezer, Banu
dc.contributor.author Tamer, Ugur
dc.contributor.author Boyaci, Ismail Hakki
dc.contributor.other Department of Electrical & Electronics Engineering
dc.date.accessioned 2024-07-05T15:17:01Z
dc.date.available 2024-07-05T15:17:01Z
dc.date.issued 2021
dc.department Atılım University en_US
dc.department-temp [Bilge, Gonca] Konya Food & Agr Univ, Dept Food Engn, TR-42080 Konya, Turkey; [Eseller, Kemal Efe] Atilim Univ, Dept Elect & Elect Engn, TR-06836 Ankara, Turkey; [Berberoglu, Halil] Ankara Haci Bayram Veli Univ, Dept Phys, TR-06900 Polatli Ankara, Turkey; [Sezer, Banu; Boyaci, Ismail Hakki] Hacettepe Univ, Food Res Ctr, TR-06800 Ankara, Turkey; [Tamer, Ugur] Gazi Univ, Dept Analyt Chem, Fac Pharm, TR-06330 Ankara, Turkey en_US
dc.description Berberoglu, Halil/0000-0002-2435-3631; Tamer, Ugur/0000-0001-9989-6123; ESELLER, KEMAL Efe/0000-0002-9758-4852; SEZER, Banu/0000-0002-0743-3453 en_US
dc.description.abstract Laser induced breakdown spectroscopy (LIBS) is a rapid optical spectroscopy technique for elemental determination, which has been used for quantitative analysis in many fields. However, the calibration involving atomic emission intensity and sample concentration, is still a challenge due to physical-chemical matrix effect of samples and fluctuations of experimental parameters. To overcome these problems, various chemometric data analysis techniques have been combined with LIBS technique. In this study, LIBS was used to show its potential as a routine analysis for Na measurements in bakery products. A series of standard bread samples containing various concentrations of NaCl (0.025%-3.5%) was prepared to compare different calibration techniques. Standard calibration curve (SCC), artificial neural network (ANN) and partial least square (PLS) techniques were used as calibration strategies. Among them, PLS was found to be more efficient for predicting the Na concentrations in bakery products with an increase in coefficient of determination value from 0.961 to 0.999 for standard bread samples and from 0.788 to 0.943 for commercial products. en_US
dc.identifier.citationcount 5
dc.identifier.doi 10.1186/s41476-021-00164-9
dc.identifier.issn 1990-2573
dc.identifier.issue 1 en_US
dc.identifier.scopus 2-s2.0-85114029870
dc.identifier.uri https://doi.org/10.1186/s41476-021-00164-9
dc.identifier.uri https://hdl.handle.net/20.500.14411/1708
dc.identifier.volume 17 en_US
dc.identifier.wos WOS:000693260400001
dc.identifier.wosquality Q4
dc.institutionauthor Eseller, Kemal Efe
dc.language.iso en en_US
dc.publisher Springer en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.scopus.citedbyCount 5
dc.subject Laser induced breakdown spectroscopy en_US
dc.subject Artificial neural network en_US
dc.subject Partial least square en_US
dc.subject Bakery products en_US
dc.subject Sodium en_US
dc.title Comparison of Different Calibration Techniques of Laser Induced Breakdown Spectroscopy in Bakery Products: on Nacl Measurement en_US
dc.type Article en_US
dc.wos.citedbyCount 5
dspace.entity.type Publication
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