کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4992872 | 1457468 | 2017 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Rheological characteristics of MgO/oil nanolubricants: Experimental study and neural network modeling
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی شیمی
جریان سیال و فرایندهای انتقال
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Rheological characteristics of MgO/oil nanolubricants: Experimental study and neural network modeling Rheological characteristics of MgO/oil nanolubricants: Experimental study and neural network modeling](/preview/png/4992872.png)
چکیده انگلیسی
The present paper deals with the rheological behavior of MgO nanoparticles suspended in synthetic motor oil. First, the viscosity of prepared nanofluids is measured at different concentrations and temperatures. The experiments are performed in the temperatures ranging from 5 °C to 65 °C, shear rates approximately up to 13,000 sâ 1, and concentrations of 0.25%, 0.5%, 0.75%, 1%, 1.5%, and 2.0%. The viscosity measurements revealed that all nanofluid samples exhibit shear-thinning behavior. The consistency and the power law index were obtained by curve-fitting. The curve-fitting results show that all power law indices were in the range of 0.8 to 0.91. Finally, artificial neural network (ANN) is used to model the experimental results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Communications in Heat and Mass Transfer - Volume 86, August 2017, Pages 245-252
Journal: International Communications in Heat and Mass Transfer - Volume 86, August 2017, Pages 245-252
نویسندگان
Mohammad Hemmat Esfe, Mehdi Bahiraei, Mohammad Hadi Hajmohammad, Masoud Afrand,