Neural computations in modelling of CO2 capture from Gas stream emissions by Sodium Glycinate solution

被引:5
作者
Baghban, Alireza [1 ]
Zilabi, Sara [1 ]
Golrokhifar, Saeedeh [1 ]
Habibzadeh, Sajjad [1 ,2 ]
机构
[1] Amirkabir Univ Technol, Tehran Polytech, Chem Engn Dept, Mahshahr Campus, Mahshahr 6351713178, Iran
[2] Amirkabir Univ Technol, Tehran Polytech, Chem Engn Dept, Tehran, Iran
关键词
amino acid; sodium glycinate; modelling; CO2; capture; RBFANN; IONIC LIQUIDS; ABSORPTION;
D O I
10.1080/10916466.2017.1421975
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The present contribution was performed in order to predict CO2 loading capacity in aqueous sodium glycinate as a novel class of green solution under wide operating range using radial basis function artificial neural network (RBFANN). The predicted CO2 loading capacity values were in brilliant agreement with those corresponding experimental values. The estimated values of MSE and R-squared were 0.00045 and 0.997, respectively. Accordingly, statistical and graphical analyses confirm satisfactory prediction of our proposed model.
引用
收藏
页码:326 / 331
页数:6
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