Statistical investigation for developing a new model for rheological behavior of ZnO-Ag (50%-50%)/Water hybrid updates Newtonian nanofluid using experimental data

被引:163
|
作者
Ruhani, Behrooz [1 ]
Toghraie, Davood [2 ]
Hekmatifar, Maboud [2 ]
Hadian, Mandieh [3 ]
机构
[1] Islamic Azad Univ, Najafabad Branch, Young Researchers & Elite Club, Najafabad, Iran
[2] Islamic Azad Univ, Khomeinishahr Branch, Dept Mech Engn, Khomeinishahr 84175119, Iran
[3] Shahrekord Univ, Dept Mat Engn, Fac Engn, Shahrekord, Iran
关键词
Experimental study; Effective viscosity; ZnO; Ag; Water; Hybrid nanofluid; THERMAL-CONDUCTIVITY ENHANCEMENT; LID-DRIVEN CAVITY; HEAT-TRANSFER; DYNAMIC VISCOSITY; ETHYLENE-GLYCOL; DIFFERENT TEMPERATURES; MIXED CONVECTION; WATER NANOFLUID; NEURAL-NETWORK; PERFORMANCE;
D O I
10.1016/j.physa.2019.03.118
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, the test results, along with the results of data analysis, are presented by graphs and tables. The effect of volume fraction and temperature on viscosity of a hybrid nanofluid, i.e. ZnO-Ag (50%-50%)-Water, is presented. Finally, a model for calculating nanofluid's viscosity is based on available data was proposed. The results show that the dynamic viscosity decreases with increasing temperature and increases with increasing volume fraction of nanoparticles. Also, an increase in volume fraction at all temperatures is associated with an increase in relative viscosity. This increase was reported modest and linear in very low volume fractions. The margin of deviation between laboratory results and extracted experimental equations is equal to 1.8%. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:741 / 751
页数:11
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