2024 : 4 : 15
Moein Taheri

Moein Taheri

Academic rank: Associate Professor
ORCID: https://orcid.org/0000-0001-6583-3925
Education: PhD.
ScopusId: 25640173900
Faculty: Engineering
Address: Arak University
Phone: 086-32625724


Sensitivity analysis of the effective nanofluid parameters flowing in flat tubes using the EFAST method
EFAST method; flat tubes; nanofluid; Sensitivity analysis
Journal Transport Phenomena in Nano and Micro Scales
Researchers Moein Taheri ، Hamed Safikhani ، mazaher yousefi


ABSTRACT: In the present study, the effective parameters of water-Al2O3 nanofluid flowing in flat tubes are investigated using the EFAST Sensitivity Analysis (SA) method. The SA is performed using GMDH type artificial neural networks (ANN) which are based on validated numerical data of two phase modeling of nanofluid flow in flat tubes. There are five design variables namely: tube flattening (H), flow rate (Q), wall heat flux (q"), nanoparticle diameter (dp) and nanoparticle volume fraction (φ) and there are two objective functions namely: pressure drop (ΔP) and heat transfer coefficient (h). The results show that among design variables, the tube flattening has the highest effect on variations of pressure drop (74%) and heat transfer coefficient (40%). Except tube flattening, the flow rate and the nanoparticle volume fraction has the highest effect on pressure drop (24%) and heat transfer coefficient (25%) respectively. The effects of all of the design variables on objective functions are shown in the results.