Optimization of mechanochemical surface modification parameters on planetary mill using an I-optimal experimental design
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.
Anahtar Kelimeler
- Scopus
- 5
- WoS
- 6
- OpenAlex
- 6
Tam Kayıt
| Alan | Değer | Dil |
|---|---|---|
| dc.contributor.author | Özdemir, Akın | |
| dc.contributor.author | Uçurum, Metin | |
| dc.date.accessioned | 2026-10-29T19:10:05.650024303Z | |
| dc.date.available | 2026-10-29T19:10:05.650024303Z | |
| dc.date.issued | 2024 | |
| dc.description.abstract | 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. | |
| dc.description.sponsorship | Bayburt University Central Research Laboratory | |
| dc.identifier.articlenumber | 119495 | |
| dc.identifier.doi | 10.1016/j.powtec.2024.119495 | |
| dc.identifier.eissn | 1873-328X | |
| dc.identifier.issn | 0032-5910 | |
| dc.identifier.scopus | 2-s2.0-85183978766 | |
| dc.identifier.uri | https://rdlopen.rawdatalibrary.net/r/bayburt/12821 | |
| dc.identifier.volume | 436 | |
| dc.identifier.wos | WOS:001176001400001 | |
| dc.language.iso | en | |
| dc.publisher | Elsevier B.V. | |
| dc.relation.ispartof | Powder Technology | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Bayburt stone | |
| dc.subject | I-optimal experimental design | |
| dc.subject | Mechanochemical | |
| dc.subject | Planetary mill | |
| dc.subject | Surface modification | |
| dc.subject.classification | Engineering, Chemical | |
| dc.subject.classification | Engineering | |
| dc.subject.other | Additives | |
| dc.subject.other | Alumina | |
| dc.subject.other | Aluminum oxide | |
| dc.subject.other | Ball milling | |
| dc.subject.other | Barium compounds | |
| dc.subject.other | Chemical modification | |
| dc.subject.other | Contact angle | |
| dc.subject.other | Fourier transform infrared spectroscopy | |
| dc.subject.other | Particle size | |
| dc.subject.other | Particle size analysis | |
| dc.subject.other | Polypropylenes | |
| dc.subject.other | Scanning electron microscopy | |
| dc.subject.other | Silica | |
| dc.subject.other | calcium | |
| dc.subject.other | calcium stearate | |
| dc.subject.other | stearic acid | |
| dc.subject.other | unclassified drug | |
| dc.subject.other | Bayburt stone | |
| dc.subject.other | Filling ratio | |
| dc.subject.other | I-optimal experimental design | |
| dc.subject.other | Mechanochemicals | |
| dc.subject.other | Micro particles | |
| dc.subject.other | Optimal experimental designs | |
| dc.subject.other | Optimisations | |
| dc.subject.other | Particles sizes | |
| dc.subject.other | Planetary mills | |
| dc.subject.other | Surface-modification | |
| dc.subject.other | Article | |
| dc.subject.other | ball filling | |
| dc.subject.other | chemical procedures | |
| dc.subject.other | differential thermal analysis | |
| dc.subject.other | energy dispersive X ray spectroscopy | |
| dc.subject.other | experimental design | |
| dc.subject.other | grinding | |
| dc.subject.other | hydrophilicity | |
| dc.subject.other | hydrophobicity | |
| dc.subject.other | mechanochemical surface modification | |
| dc.subject.other | mill speed | |
| dc.subject.other | planetary mill | |
| dc.subject.other | powder filling | |
| dc.subject.other | prediction | |
| dc.subject.other | process optimization | |
| dc.subject.other | rock | |
| dc.subject.other | surface analysis | |
| dc.subject.other | thermogravimetry | |
| dc.subject.other | Fillers | |
| dc.title | Optimization of mechanochemical surface modification parameters on planetary mill using an I-optimal experimental design | |
| dc.type | Article | |
| rdl.citation.openalex | 6 | |
| rdl.citation.scopus | 5 | |
| rdl.citation.wos | 6 | |
| rdl.oa.status | green | |
| rdl.oa.status | preprint | |
| rdl.oa.url | http://hdl.handle.net/20.500.12403/3552 | |
| rdl.scopus.quartile | Q1 | |
| rdl.sdg | SDG12 | |
| rdl.source.index | SCOPUS | |
| rdl.source.index | WOS | |
| rdl.wos.index | Science Citation Index Expanded (SCI-EXPANDED) |

