The performance prediction of the mixed convection in an inclined circular tube filled porous media based on an intelligent control
Other Title(s)
تنبؤ أداء الحمل المختلط في أنبوب دائري مائل مملوء بوسط مسامي قائم على تحكم ذكي و بيانات مختبرية
Author
Source
Tikrit Journal of Engineering Sciences
Issue
Vol. 26, Issue 2 (30 Jun. 2019), pp.9-14, 6 p.
Publisher
Tikrit University Colleg of Engineering
Publication Date
2019-06-30
Country of Publication
Iraq
No. of Pages
6
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Topics
Abstract EN
The porous media has a significant impact on the heat transfer and storage properties.
The present study focuses on the heat transfer of the mixed convection through a circular tube that filled with a porous media at different angles using a neural network.
An experiment had been performed for the Rayleigh number range from 108.54 to 907.73 and the Peclet number range 30.3.
-510 using three tests for the heat flux.
The result shows the mean relative error about 7.913% and the coloration coefficient (R2) Is 99.18% for the train data.
The mean relative error about 6.641% and the R2 is 99.46% , for the test data.
The results showed that effectiveness of ANN in the predicted thermal performance in thermal engineering applications such as heat transfer modeling using porous media with The porous media has a significant impact on the heat transfer and storage properties.
The present study focuses on the heat transfer of the mixed convection through a circular tube that filled with a porous media at different angles using a neural network.
An experiment had been performed for the Rayleigh number range from 108.54 to 907.73 and the Peclet number range 30.3.
-510 using three tests for the heat flux.
The result shows the mean relative error about 7.913% and the coloration coefficient (R2) Is 99.18% for the train data.
The mean relative error about 6.641% and the R2 is 99.46% , for the test data.
The results showed that effectiveness of ANN in the predicted thermal performance in thermal engineering applications such as heat transfer modeling using porous media with airflow.
American Psychological Association (APA)
Weis, Musa Mustafa. 2019. The performance prediction of the mixed convection in an inclined circular tube filled porous media based on an intelligent control. Tikrit Journal of Engineering Sciences،Vol. 26, no. 2, pp.9-14.
https://search.emarefa.net/detail/BIM-1034083
Modern Language Association (MLA)
Weis, Musa Mustafa. The performance prediction of the mixed convection in an inclined circular tube filled porous media based on an intelligent control. Tikrit Journal of Engineering Sciences Vol. 26, no. 2 (2019), pp.9-14.
https://search.emarefa.net/detail/BIM-1034083
American Medical Association (AMA)
Weis, Musa Mustafa. The performance prediction of the mixed convection in an inclined circular tube filled porous media based on an intelligent control. Tikrit Journal of Engineering Sciences. 2019. Vol. 26, no. 2, pp.9-14.
https://search.emarefa.net/detail/BIM-1034083
Data Type
Journal Articles
Language
English
Notes
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Record ID
BIM-1034083