Development of a fuzzy logic-based loading algorithm in the selection of the most appropriate cargo package for cleaning and cosmetic products

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dc.contributor.authorKarali, Mehmet
dc.date.accessioned2024-02-23T14:49:05Z
dc.date.available2024-02-23T14:49:05Z
dc.date.issued2018
dc.departmentNEÜen_US
dc.description.abstractMinimum space and maximum capacity based loading algorithms or software products for in-container parcel loading or in-box product placement are very common. These software products, when desired to be used for placing cleaning and cosmetics products in cargo packages, have a number of special constraints and related challenges. Breakage, disintegration or spillage can occur in products that are not placed properly during transportation and transferring of the cargo packages. For some products; there are constraints such as horizontal placement is not allowed, another product cannot be placed on top of them, or tightly placement cannot be done. On the other hand, for some products, there is freedom to put them in every cavity because of their flexible structure. Due to these constraints and freedoms, the placement algorithm needs to have product-based flexibility. In this study, cleaning and cosmetic products which have special restrictions and freedoms are taken as the primary targets. An algorithm has been developed that optimizes the placement of these products in the package. The algorithm is run and tested using the Excel database and macro code. The algorithm is integrated into a private company product line. Thanks to this software automation, which is developed to make package selection at the right size, 14,4 % monthly cargo charge and 10 % labor savings are obtained.en_US
dc.description.sponsorshipBioBellinda Co.en_US
dc.description.sponsorshipThe author thanks the reviewers for the constructive and helpful comments on the revision of this article. This work is funded by BioBellinda Co. and the results obtained are integrated into the same company's software.en_US
dc.identifier.endpage405en_US
dc.identifier.issn1453-8245
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85058241140en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage392en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12452/17983
dc.identifier.volume21en_US
dc.identifier.wosWOS:000455901500006en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherEditura Acad Romaneen_US
dc.relation.ispartofRomanian Journal Of Information Science And Technologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectContainer Loading Problemen_US
dc.subjectFuzzy Logic Optimizationen_US
dc.subjectContainer Loading Algorithmen_US
dc.titleDevelopment of a fuzzy logic-based loading algorithm in the selection of the most appropriate cargo package for cleaning and cosmetic productsen_US
dc.typeArticleen_US

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