Optimization of mechanochemical surface modification parameters on planetary mill using an I-optimal experimental design

MakaleAçık ErişimScopus SJRQ1
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Özet

Several micro-particle-size additives and filler minerals are added to many industrial products, especially plastic, in order to reduce cost and improve mechanical properties and appearance. Also, grinding and surface modification are two fundamental properties of the filler minerals used in plastic products. Notably, Bayburt stone (BS) used as a natural raw material from Bayburt, Türkiye contains 76% SiO2 and 15% Al2O3. In this paper, the hydrophilic surface structure of micronized Bayburt stone (MBS) was made hydrophobe by mechanochemical surface modification using calcium stearate [Ca(C17H35COO)2] in a laboratory-type planetary mill. Next, the optimum conditions of the surface modification design factors, which are (1) ball filling ratio = 30.53%, (2) powder filling ratio = 10.43%, (3) mill speed = 475.91 rpm, (4) chemical dosage = 1.99% of powder, and (5) modification time = 4.83 min., were obtained using the proposed I-optimal design-focused optimization model when predicting the model parameters. In addition, a coated micronized Bayburt stone (CMBS) product with an active ratio (AR) of 99.90% and d10, d50, and d90 values of 1.32 μm, 3.48 μm and 9.55 μm were achieved. Finally, particle size distribution (PSD), thermo-gravimetric and differential thermal analyzer (TG-DTA), Fourier transform infrared (FTIR), scanning electron microscope (SEM), electron dispersive spectrum (EDS), and contact angle analyses were performed on the CMBS product.

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dc.contributor.authorÖzdemir, Akın
dc.contributor.authorUçurum, Metin
dc.date.accessioned2026-10-29T19:10:05.650024303Z
dc.date.available2026-10-29T19:10:05.650024303Z
dc.date.issued2024
dc.description.abstractSeveral micro-particle-size additives and filler minerals are added to many industrial products, especially plastic, in order to reduce cost and improve mechanical properties and appearance. Also, grinding and surface modification are two fundamental properties of the filler minerals used in plastic products. Notably, Bayburt stone (BS) used as a natural raw material from Bayburt, Türkiye contains 76% SiO2 and 15% Al2O3. In this paper, the hydrophilic surface structure of micronized Bayburt stone (MBS) was made hydrophobe by mechanochemical surface modification using calcium stearate [Ca(C17H35COO)2] in a laboratory-type planetary mill. Next, the optimum conditions of the surface modification design factors, which are (1) ball filling ratio = 30.53%, (2) powder filling ratio = 10.43%, (3) mill speed = 475.91 rpm, (4) chemical dosage = 1.99% of powder, and (5) modification time = 4.83 min., were obtained using the proposed I-optimal design-focused optimization model when predicting the model parameters. In addition, a coated micronized Bayburt stone (CMBS) product with an active ratio (AR) of 99.90% and d10, d50, and d90 values of 1.32 μm, 3.48 μm and 9.55 μm were achieved. Finally, particle size distribution (PSD), thermo-gravimetric and differential thermal analyzer (TG-DTA), Fourier transform infrared (FTIR), scanning electron microscope (SEM), electron dispersive spectrum (EDS), and contact angle analyses were performed on the CMBS product.
dc.description.sponsorshipBayburt University Central Research Laboratory
dc.identifier.articlenumber119495
dc.identifier.doi10.1016/j.powtec.2024.119495
dc.identifier.eissn1873-328X
dc.identifier.issn0032-5910
dc.identifier.scopus2-s2.0-85183978766
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/12821
dc.identifier.volume436
dc.identifier.wosWOS:001176001400001
dc.language.isoen
dc.publisherElsevier B.V.
dc.relation.ispartofPowder Technology
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBayburt stone
dc.subjectI-optimal experimental design
dc.subjectMechanochemical
dc.subjectPlanetary mill
dc.subjectSurface modification
dc.subject.classificationEngineering, Chemical
dc.subject.classificationEngineering
dc.subject.otherAdditives
dc.subject.otherAlumina
dc.subject.otherAluminum oxide
dc.subject.otherBall milling
dc.subject.otherBarium compounds
dc.subject.otherChemical modification
dc.subject.otherContact angle
dc.subject.otherFourier transform infrared spectroscopy
dc.subject.otherParticle size
dc.subject.otherParticle size analysis
dc.subject.otherPolypropylenes
dc.subject.otherScanning electron microscopy
dc.subject.otherSilica
dc.subject.othercalcium
dc.subject.othercalcium stearate
dc.subject.otherstearic acid
dc.subject.otherunclassified drug
dc.subject.otherBayburt stone
dc.subject.otherFilling ratio
dc.subject.otherI-optimal experimental design
dc.subject.otherMechanochemicals
dc.subject.otherMicro particles
dc.subject.otherOptimal experimental designs
dc.subject.otherOptimisations
dc.subject.otherParticles sizes
dc.subject.otherPlanetary mills
dc.subject.otherSurface-modification
dc.subject.otherArticle
dc.subject.otherball filling
dc.subject.otherchemical procedures
dc.subject.otherdifferential thermal analysis
dc.subject.otherenergy dispersive X ray spectroscopy
dc.subject.otherexperimental design
dc.subject.othergrinding
dc.subject.otherhydrophilicity
dc.subject.otherhydrophobicity
dc.subject.othermechanochemical surface modification
dc.subject.othermill speed
dc.subject.otherplanetary mill
dc.subject.otherpowder filling
dc.subject.otherprediction
dc.subject.otherprocess optimization
dc.subject.otherrock
dc.subject.othersurface analysis
dc.subject.otherthermogravimetry
dc.subject.otherFillers
dc.titleOptimization of mechanochemical surface modification parameters on planetary mill using an I-optimal experimental design
dc.typeArticle
rdl.citation.openalex6
rdl.citation.scopus5
rdl.citation.wos6
rdl.oa.statusgreen
rdl.oa.statuspreprint
rdl.oa.urlhttp://hdl.handle.net/20.500.12403/3552
rdl.scopus.quartileQ1
rdl.sdgSDG12
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)