Please see the following paper: https://www.researchgate.net/publication/319445996_Enhancement_Heat_Transfer_of_Cu-Water_Nanofluids_with_Thermophysical_Properties_Modeling_by_Artificial_Neural_Network
Article Enhancement Heat Transfer of Cu-Water Nanofluids with Thermo...
Dear Ibtisam,
I would like to produce an experimental and numerical study using ANSYS and ANN to compare the results of the nanofluid examination.
Greetingdr.
Great theme but I don't know the answer. Thank you
Dear Ibtisam,
I would like to produce an experimental and numerical study using ANSYS and ANN to compare the results of the nanofluid examination.
Dear Dr. Ghassan experimental work will be interesting in such comparison study but also there are some factors need to give special consideration like stability criteria for nanoparticles in basefluids to get reliable empirical correlation especially for thermo-physical properties. also, in numerical side because of several factors such as gravity, friction between the fluid and solid particles and Brownian motion (forces), the phenomenon of Brownian diffusion and also sedimentation may coexist in main flow of nanofluid. this means that the slip velocity between the fluid (continuous phase) and particles (dispersed phase) may be not zero. therefore, it seems that the two phase approach is better to model the nanofluids than the homogenous single phase model. Regards.
Dear Dr. Ghassan
Experimental study with numerical one for nanofluids is very interesting. But when we go for experimental part, the entire results are different. The trend was same but numerical value has great difference. As there are number of parameters which come into picture while doing experimentation which was not considered in numerical analysis. So, if you done a analysis very close to experiments then its great achievement, This paper helps you to find all the factors responsible for the nanofluids properties.
Article Coding, Evaluation, Comparison, Ranking and Optimal Selectio...
Sharing link:
http://scholar.google.es/scholar?q=Experimental+with+numerical+study+for+nanofluid+or+no%3F&hl=ca&as_sdt=0&as_vis=1&oi=scholart&sa=X&ved=0ahUKEwiAv6Py9M_ZAhVEXBQKHSy1AB8QgQMIITAA
Regards!
Dear Sir,
Viscosity of nanofluids
https://en.wikipedia.org/wiki/Viscosity#Viscosity_of_nanofluids
Thermal conductivity of nanofluid
https://en.wikipedia.org/wiki/Nanofluids_in_solar_collectors#Thermal_conductivity_of_nanofluids
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