Flame stability measurement through image moments and texture analysis

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dc.authoridDAŞKIN, Mahmut/0000-0001-7777-1821
dc.authoridGolgiyaz, Sedat/0000-0003-0305-9713
dc.authoridTalu, Muhammed Fatih/0000-0003-1166-8404
dc.authorwosidDAŞKIN, Mahmut/AAT-4529-2021
dc.authorwosidGolgiyaz, Sedat/GSI-4458-2022
dc.authorwosidOnat, Cem/W-7629-2018
dc.authorwosidTalu, Muhammed Fatih/W-2834-2017
dc.contributor.authorGolgiyaz, Sedat
dc.contributor.authorCellek, M. Salih
dc.contributor.authorDaskin, Mahmut
dc.contributor.authorTalu, M. Fatih
dc.contributor.authorOnat, Cem
dc.date.accessioned2024-08-04T20:53:22Z
dc.date.available2024-08-04T20:53:22Z
dc.date.issued2023
dc.departmentİnönü Üniversitesien_US
dc.description.abstractIn this article, the first two moments of the image, mean and standard deviation, uniform local binary pattern (LBP) texture analysis methods were experimentally investigated in coal-fired boilers to measure flame stability. The first two moments of the flame image were used to evaluate the flame stability in terms of color and brightness (average gray value). Although the radiation signal of the flame is widely obtained by the spectral analysis method, the radiation signal of the flame was obtained by the LBP texture analysis method in this study. The flame stability measurement technique proposed in this study does not require prior knowledge about charged coupling devices camera features. Therefore, it can be easily applied to measure flame stability without expensive and complicated adaptation processes. Flame stability was measured with R = 0.9868 accuracy with the proposed method. The experimental results show that the proposed texture analysis method is more effective than current spectral analysis methods. The results obtained within the scope of this study also show that it can be easily applied to existing closed-loop control systems to monitor flame stability.en_US
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) [117M121]en_US
dc.description.sponsorshipAcknowledgmentsThis work was supported by The Scientific and Technological Research Council of Turkey (TUBITAK, Project No. 117M121) and MIMSAN AS. We thank to the organizations.en_US
dc.identifier.doi10.1088/1361-6501/acb001
dc.identifier.issn0957-0233
dc.identifier.issn1361-6501
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85146704394en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1088/1361-6501/acb001
dc.identifier.urihttps://hdl.handle.net/11616/101129
dc.identifier.volume34en_US
dc.identifier.wosWOS:000914101500001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIop Publishing Ltden_US
dc.relation.ispartofMeasurement Science and Technologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectflame stabilityen_US
dc.subjecttexture analysisen_US
dc.subjectflame image momentsen_US
dc.subjectexcess air coefficient estimationen_US
dc.titleFlame stability measurement through image moments and texture analysisen_US
dc.typeArticleen_US

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