کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
620852 | 882517 | 2013 | 10 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Experimental study of natural gas hydrates and a novel use of neural network to predict hydrate formation conditions
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی شیمی
تصفیه و جداسازی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Experimental study of natural gas hydrates and a novel use of neural network to predict hydrate formation conditions Experimental study of natural gas hydrates and a novel use of neural network to predict hydrate formation conditions](/preview/png/620852.png)
چکیده انگلیسی
⺠Importance of hydrate prediction and different predicting methods were explained. ⺠About 130 hydrate equilibrium points were obtained experimentally for 6 gas mixtures. ⺠Neural network accuracy in hydrates prediction was assessed by experimental data. ⺠Various architectures of neural networks and training functions have been attempted. ⺠The optimum structure and best variable definition was found and tested successfully.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemical Engineering Research and Design - Volume 91, Issue 2, February 2013, Pages 264-273
Journal: Chemical Engineering Research and Design - Volume 91, Issue 2, February 2013, Pages 264-273
نویسندگان
Mohammad Ghavipour, Mina Ghavipour, Minoo Chitsazan, Seyed Hessam Najibi, Saeed Shiry Ghidary,