Optimization of surface modification parameters of calcium carbonate in the rotary-vibration mill with a fuzzy-based taguchi experimental method

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Özet

Ultra-fine calcium carbonate (UCC) is used as a filler material in polymers, and after a surface modification (coating) process, its surface changes from hydrophilic to hydrophobic. However, conventional coating techniques such as raymond and pin mills are widely used in the industry; there is still a need for new, inexpensive, and practical methods. Mechanochemical technologies are considered one of the most effective alternatives. The rotary-vibration mill (RVM) works mechanically and is characterized by low investment and operating costs. There are three main contributions in this paper. First, a fuzzy-based Taguchi experimental design is proposed to analyze a fuzzy response under uncertainty. Second, the surface modification of UCC with stearic acid was carried out using RMV, with five modification parameters and an active ratio fuzzy response. Moreover, the results indicate that RVMs are an alternative mechanochemical surface modification technology for preparing coated calcium carbonate (CCC). Finally, particle size distribution (PSD), contact angle, XRD (X-Ray Diffraction Analysis), TGA-DTA (Thermogravimetric Analysis-Differential Thermal Analysis), FTIR (Fourier Transform Infrared Spectrophotometer), and SEM (Scanning Electron Microscopy) analyses were conducted for the coated calcium carbonate (CCC) acquired from the optimum conditions of the modification study.

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https://rdlopen.rawdatalibrary.net/r/bayburt/11430Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.1016/j.ces.2026.124055Yayıncı resmi DOI adresi
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dc.contributor.authorÖzdemir, Akın
dc.contributor.authorUçurum, Metin
dc.date.accessioned2026-10-29T19:08:23.326797068Z
dc.date.available2026-10-29T19:08:23.326797068Z
dc.date.issued2026
dc.description.abstractUltra-fine calcium carbonate (UCC) is used as a filler material in polymers, and after a surface modification (coating) process, its surface changes from hydrophilic to hydrophobic. However, conventional coating techniques such as raymond and pin mills are widely used in the industry; there is still a need for new, inexpensive, and practical methods. Mechanochemical technologies are considered one of the most effective alternatives. The rotary-vibration mill (RVM) works mechanically and is characterized by low investment and operating costs. There are three main contributions in this paper. First, a fuzzy-based Taguchi experimental design is proposed to analyze a fuzzy response under uncertainty. Second, the surface modification of UCC with stearic acid was carried out using RMV, with five modification parameters and an active ratio fuzzy response. Moreover, the results indicate that RVMs are an alternative mechanochemical surface modification technology for preparing coated calcium carbonate (CCC). Finally, particle size distribution (PSD), contact angle, XRD (X-Ray Diffraction Analysis), TGA-DTA (Thermogravimetric Analysis-Differential Thermal Analysis), FTIR (Fourier Transform Infrared Spectrophotometer), and SEM (Scanning Electron Microscopy) analyses were conducted for the coated calcium carbonate (CCC) acquired from the optimum conditions of the modification study.
dc.description.sponsorshipBayburt Üniversitesi, BU
dc.description.sponsorshipCivil Engineering Department
dc.description.sponsorshipNidas Minig
dc.identifier.articlenumber124055
dc.identifier.doi10.1016/j.ces.2026.124055
dc.identifier.eissn1873-4405
dc.identifier.issn0009-2509
dc.identifier.scopus2-s2.0-105036741069
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/11430
dc.identifier.volume331
dc.identifier.wosWOS:001757248000001
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofChemical Engineering Science
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectCalcium carbonate
dc.subjectFuzzy design
dc.subjectOptimization
dc.subjectRotary-vibration mill
dc.subjectSurface modification
dc.subject.classificationEngineering, Chemical
dc.subject.classificationEngineering
dc.subject.otherCarbonation
dc.subject.otherCoating techniques
dc.subject.otherCost benefit analysis
dc.subject.otherDesign of experiments
dc.subject.otherDifferential thermal analysis
dc.subject.otherFourier transform infrared spectroscopy
dc.subject.otherFuzzy inference
dc.subject.otherFuzzy systems
dc.subject.otherOperating costs
dc.subject.otherPlastic coatings
dc.subject.otherScanning electron microscopy
dc.subject.otherThermogravimetric analysis
dc.subject.otherCoating process
dc.subject.otherFiller materials
dc.subject.otherFuzzy design
dc.subject.otherMechanochemicals
dc.subject.otherOptimisations
dc.subject.otherRotary-vibration mill
dc.subject.otherSurface-modification
dc.subject.otherTaguchi experimental method
dc.subject.otherUltra-fines
dc.subject.otherVibration mills
dc.subject.otherCalcium carbonate
dc.subject.otherOptimization
dc.subject.otherSurface treatment
dc.titleOptimization of surface modification parameters of calcium carbonate in the rotary-vibration mill with a fuzzy-based taguchi experimental method
dc.typeArticle
rdl.citation.openalex0
rdl.citation.scopus0
rdl.citation.wos0
rdl.oa.statusclosed
rdl.oa.statusgreen
rdl.oa.urlhttps://hdl.handle.net/20.500.12403/8532
rdl.scopus.quartileQ1
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)