کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6762947 | 511733 | 2013 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Analyzing of thermal mixing phenomena in a rectangular channel with twin jets by using artificial neural network
ترجمه فارسی عنوان
تجزیه و تحلیل پدیده های مخلوط حرارتی در یک کانال مستطیلی با جت دوقلو با استفاده از شبکه عصبی مصنوعی
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی انرژی
مهندسی انرژی و فناوری های برق
چکیده انگلیسی
In this study, an experimental investigation was carried out to analyze the thermal mixing phenomena in a rectangular cross-section narrow channel. The channel has two circular water jet inlets, in different temperatures and a circular exit hole to supply continuity of mass. Several parameters were used in the experiments to control thermal mixing efficiency such as inclination angle of the channel, ratio of flow rate of inlet fluid, temperature difference between hot and cold jets and jet inlets diameters. Thermal mixing index was calculated from the measured temperatures. In order to reduce experimental time, an artificial neural network (ANN) model was built with limited number of measurements for a forward model. The obtained results indicated that estimation data of ANN shows that the ANN model can predict the output parameters without carry out any experiment.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Nuclear Engineering and Design - Volume 265, December 2013, Pages 554-565
Journal: Nuclear Engineering and Design - Volume 265, December 2013, Pages 554-565
نویسندگان
Besir Kok, Murat Uyar, Yasin Varol, Ahmet Koca, Hakan F. Oztop,