Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network

Uysal, Cuneyt; KORKMAZ, Mehmet Erdi

Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network

Cüneyt UYSAL, (Karabük Üniversitesi, TOBB Teknik Bilimler Meslek Yüksek Okulu, Otomotiv Teknolojileri Bölümü, Karabük, Türkiye)

Mehmet Erdi KORKMAZ (Karabük Üniversitesi, Mühendislik Fakültesi, Makine Mühendisliği Bölümü, Karabük, Türkiye)

Politeknik Dergisi

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Yıl: 2019 Cilt: 22 Sayı: 1 Sayfa Aralığı: 41 - 51 Metin Dili: İngilizce İndeks Tarihi: 18-12-2019

Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network

Öz:

The convective heat transfer and entropy generation characteristics of Ag-MgO/water hybrid nanofluid flow through rectangular minichannel were numerically investigated. The Reynolds number was in the range of 200 to 2000 and different nanoparticle volume fractions were varied between = 0.005 and 0.02. In addition, Artificial Neural Network was used to create a model for estimating of entropy generation of Ag-MgO/water hybrid nanofluid flow. As a result, it was found that the convective heat transfer coefficient for = 0.02 Ag-MgO/water hybrid nanofluid is 21.29% higher than that of pure water, at Re=2000. Total entropy generation of Ag-MgO/water hybrid nanofluid increased with increasing nanoparticle volume fraction. The results obtained by ANN showed good agreement with the numerical results obtained in this study.

Anahtar Kelime:

Konular: Mühendislik, Elektrik ve Elektronik Bilgisayar Bilimleri, Yazılım Mühendisliği Mühendislik, Makine Mühendislik, Jeoloji Bilgisayar Bilimleri, Bilgi Sistemleri Bilgisayar Bilimleri, Donanım ve Mimari Mühendislik, Kimya

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık

APA	Uysal C, KORKMAZ M (2019). Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. , 41 - 51.
Chicago	Uysal Cuneyt,KORKMAZ Mehmet Erdi Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. (2019): 41 - 51.
MLA	Uysal Cuneyt,KORKMAZ Mehmet Erdi Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. , 2019, ss.41 - 51.
AMA	Uysal C,KORKMAZ M Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. . 2019; 41 - 51.
Vancouver	Uysal C,KORKMAZ M Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. . 2019; 41 - 51.
IEEE	Uysal C,KORKMAZ M "Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network." , ss.41 - 51, 2019.
ISNAD	Uysal, Cuneyt - KORKMAZ, Mehmet Erdi. "Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network". (2019), 41-51.

APA	Uysal C, KORKMAZ M (2019). Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. Politeknik Dergisi, 22(1), 41 - 51.
Chicago	Uysal Cuneyt,KORKMAZ Mehmet Erdi Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. Politeknik Dergisi 22, no.1 (2019): 41 - 51.
MLA	Uysal Cuneyt,KORKMAZ Mehmet Erdi Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. Politeknik Dergisi, vol.22, no.1, 2019, ss.41 - 51.
AMA	Uysal C,KORKMAZ M Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. Politeknik Dergisi. 2019; 22(1): 41 - 51.
Vancouver	Uysal C,KORKMAZ M Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network. Politeknik Dergisi. 2019; 22(1): 41 - 51.
IEEE	Uysal C,KORKMAZ M "Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network." Politeknik Dergisi, 22, ss.41 - 51, 2019.
ISNAD	Uysal, Cuneyt - KORKMAZ, Mehmet Erdi. "Estimation of Entropy Generation for Ag-MgO/Water Hybrid Nanofluid Flow through Rectangular Minichannel by Using Artificial Neural Network". Politeknik Dergisi 22/1 (2019), 41-51.