Titan Yellow Biosorption of Hemp Waste in Acidic Medium and Modeling of Experimental Conditions by Multi Gene Genetic Programming

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dc.contributor.authorArslan, Sibel
dc.contributor.authorKutuk, Nursah
dc.date.accessioned2024-10-26T17:51:06Z
dc.date.available2024-10-26T17:51:06Z
dc.date.issued2022
dc.departmentSivas Cumhuriyet Üniversitesi
dc.description2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022 -- 7 September 2022 through 9 September 2022 -- Antalya -- 183936
dc.description.abstractIn recent years, pollutants such as dyes, drugs and heavy metals in wastewater have caused serious environmental pollution. In this study, biosorption of titan yellow (TY) using hemp waste was studied. In the biosorption of TY dye to hemp waste, 88 % biosorption was achieved with an initial dye concentration of 10 mg/L and a biosorbent ratio of 2 g/L in acidic medium. When Langmuir and Freundlich isotherms were examined, R^{2} values were obtained as 0.92 and 0.95, respectively. Its maximum biosorption capacity has been calculated as 51.8 mg/g. It has also been observed that the biosorption process adapts to the pseudo second order reaction (R^{2}= {0}.99) kinetics. We have also developed more accurate and reliable correlation models using Multi-Gene Genetic Programming (MGGP), a powerful method based on evolutionary computation. The performance of the developed models was examined using three statistical criteria. A comparison of the criteria reveals that MGGP is effective in simulating the biosorption process in the real world. © 2022 IEEE.
dc.identifier.doi10.1109/ASYU56188.2022.9925394
dc.identifier.isbn978-166548894-5
dc.identifier.scopus2-s2.0-85142743154
dc.identifier.urihttps://doi.org/10.1109/ASYU56188.2022.9925394
dc.identifier.urihttps://hdl.handle.net/20.500.12418/26015
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofProceedings - 2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectbiosorption; hemp; multi gene genetic programming; titan yellow
dc.titleTitan Yellow Biosorption of Hemp Waste in Acidic Medium and Modeling of Experimental Conditions by Multi Gene Genetic Programming
dc.typeConference Object

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