| Yazarlar (5) |
Doç. Dr. Mehmet GÜRDAL
Kastamonu Üniversitesi, Türkiye |
Dr. Öğr. Üyesi Muhammed TAN
Kastamonu Üniversitesi, Türkiye |
Emrehan Gürsoy
Karabük Üniversitesi, Türkiye |
|
Kamil Arslan
Karabük Üniversitesi, Türkiye |
|
Engin Gedik
Karabük Üniversitesi, Türkiye |
| Özet |
| This study experimentally examines thermo-hydraulic performance of mono and hybrid nanofluids (Fe3O4/H2O, Cu/H2O, and Fe3O4--Cu/H2O) flowing through smooth (ST) and dimpled tubes (DT) under laminar conditions (Re = 1131--2102) with constant heat flux. A total of 95 cases were tested while a constant direct magnetic field (MF = 0.03, 0.16, 0.3 T) was applied via twin coils; performance was assessed using the Heat Convection Ratio (HCR), Pressure Ratio (PR), and Performance Evaluation Criterion (PEC). Baseline validation against Shah--London and Hagen--Poiseuille correlations showed deviations ≤ 5.85 % (Nu) and ≤ 4.11 % (f). DTs enhanced heat transfer substantially: with Fe3O4/H2O, HCR in DT exceeded ST by up to 43.2 % at Re = 2102, while pressure penalties remained moderate. MF strength critically shaped outcomes: 0.16 T consistently improved HCR and yielded the best ... |
| Anahtar Kelimeler |
| Constant magnetic field | Dimpled tube | Machine learning approach | Nanofluid | Polynomial regression | XGBoost |
| Makale Türü | Özgün Makale |
| Makale Alt Türü | SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale |
| Dergi Adı | Applied Thermal Engineering |
| Dergi ISSN | 1359-4311 Wos Dergi Scopus Dergi |
| Dergi Tarandığı Indeksler | SCOPUS, SCI-Exp |
| Dergi Grubu | Q1 |
| Makale Dili | İngilizce |
| Basım Tarihi | 12-2025 |
| Cilt No | 281 |
| Sayı | 1 |
| Sayfalar | 128569 / 0 |
| Doi Numarası | 10.1016/j.applthermaleng.2025.128569 |
| Makale Linki | https://doi.org/10.1016/j.applthermaleng.2025.128569 |
| Atıf Sayıları |
