Handling uncertainty in rheological properties of green eggshell nanocomposites by a fuzzy-hybrid modeling approach: a comparative study
Yazarlar (5)
Mert Akin Insel Yıldız Teknik Üniversitesi, Türkiye
Selcan Karakuş Istanbul University-Cerrahpasa, Türkiye
Dr. Öğr. Üyesi Gizem Temelcan ERGENECOŞAR Beykoz Üniversitesi, Türkiye
Hale Gonce Kocken
Yıldız Teknik Üniversitesi, Türkiye
Yıldız Teknik Üniversitesi, Türkiye
Inci Albayrak
Yıldız Teknik Üniversitesi, Türkiye
Yıldız Teknik Üniversitesi, Türkiye
| Makale Türü |
Özgün Makale
(SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale)
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| Dergi Adı | Physica Scripta (Q2) | ||
| Dergi ISSN | 0031-8949 Wos Dergi Scopus Dergi | ||
| Dergi Tarandığı Indeksler | SCI-Expanded | ||
| Makale Dili | İngilizce | Basım Tarihi | 02-2023 |
| Cilt / Sayı / Sayfa | 98 / 3 / – | DOI | 10.1088/1402-4896/acb5d1 |
| Makale Linki | https://iopscience.iop.org/article/10.1088/1402-4896/acb5d1/pdf | ||
| Özet |
| Fuzzy regression is an attractive application due to its ability to solve problems in the absence of accurate mathematical models. In this study, rheological properties of a bio-nanocomposite were predicted using fuzzy regression. The aim of study is to introduce the methodology and application of fuzziness in detail for handling uncertainty in the experimental data. In this context, rheological properties of green eggshell bio-nanocomposites are investigated using different operating parameters. Since the determination of surface tension is prone to experimental errors, a novel fuzzy-hybrid model is proposed in addition to a crisp model. Statistical error analysis is conducted to assess the validity of the multivariate models proposed. While both models provided satisfactory results, it is observed that the fuzzy-hybrid model outperforms the crisp model in both accuracy and generality. This study highlights that the proposed … |
| Anahtar Kelimeler |
| surface tension | nanocomposites | mathematical modeling | fuzzy regression |
BM Sürdürülebilir Kalkınma Amaçları
| Atıf Sayıları | |
| WoS | 5 |
| SCOPUS | 5 |
| Google Scholar | 6 |