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Identification of Geometric Features of the Corrugated Board Using Images and Genetic Algorithm

cris.virtual.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.author-orcid0000-0002-9588-2514
cris.virtualsource.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.author-orcidae71bc22-fde2-40b2-878c-e07e0e5aad5a
dc.abstract.enThe corrugated board is a versatile and durable material that is widely used in the packaging industry. Its unique structure provides strength and cushioning, while its recyclability and bio-degradability make it an environmentally friendly option. The strength of the corrugated board depends on many factors, including the type of individual papers on flat and corrugated layers, the geometry of the flute, temperature, humidity, etc. This paper presents a new approach to the analysis of the geometric features of corrugated boards. The experimental set used in the work and the created software are characterized by high reliability and precision of measurement thanks to the use of an identification procedure based on image analysis and a genetic algorithm. In the applied procedure, the thickness of each layer, corrugated cardboard thickness, flute height and center line are calculated. In most cases, the proposed algorithm successfully approximated these parameters.
dc.affiliationWydział Inżynierii Środowiska i Inżynierii Mechanicznej
dc.affiliation.instituteKatedra Inżynierii Biosystemów
dc.contributor.authorRogalka, Maciej
dc.contributor.authorGrabski, Jakub Krzysztof
dc.contributor.authorGarbowski, Tomasz
dc.date.access2025-10-31
dc.date.accessioned2025-11-03T08:13:27Z
dc.date.available2025-11-03T08:13:27Z
dc.date.copyright2023-07-07
dc.date.issued2023
dc.description.abstract<jats:p>The corrugated board is a versatile and durable material that is widely used in the packaging industry. Its unique structure provides strength and cushioning, while its recyclability and bio-degradability make it an environmentally friendly option. The strength of the corrugated board depends on many factors, including the type of individual papers on flat and corrugated layers, the geometry of the flute, temperature, humidity, etc. This paper presents a new approach to the analysis of the geometric features of corrugated boards. The experimental set used in the work and the created software are characterized by high reliability and precision of measurement thanks to the use of an identification procedure based on image analysis and a genetic algorithm. In the applied procedure, the thickness of each layer, corrugated cardboard thickness, flute height and center line are calculated. In most cases, the proposed algorithm successfully approximated these parameters.</jats:p>
dc.description.accesstimeat_publication
dc.description.bibliographyil., bibliogr.
dc.description.financepublication_nocost
dc.description.financecost0,00
dc.description.if3,4
dc.description.number13
dc.description.points100
dc.description.versionfinal_published
dc.description.volume23
dc.identifier.doi10.3390/s23136242
dc.identifier.issn1424-8220
dc.identifier.urihttps://sciencerep.up.poznan.pl/handle/item/5686
dc.identifier.weblinkhttps://www.mdpi.com/1424-8220/23/13/6242
dc.languageen
dc.relation.ispartofSensors
dc.relation.pagesart. 6242
dc.rightsCC-BY
dc.sciencecloudnosend
dc.share.typeOPEN_JOURNAL
dc.subject.encorrugated board
dc.subject.enflute
dc.subject.enflute type
dc.subject.encross-section image
dc.subject.engenetic algorithm
dc.titleIdentification of Geometric Features of the Corrugated Board Using Images and Genetic Algorithm
dc.typeJournalArticle
dspace.entity.typePublication
oaire.citation.issue13
oaire.citation.volume23