CO₂ loading capacity of DEA aqueous solutions: Modeling and assessment of experimental data

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• 作者：Mohammad M. Ghiasi^a ; ^b ; ^{mm.ghiasi@gmail.com} ; Ahmad Hajinezhad^c ; Hossein Yousefi^c ; Amir H. Mohammadi^a ; ^d ; ^e ; ^{a.h.m@irgcp.fr} ; ^{amir_h_mohammadi@yahoo.com}
• 关键词：CO2 capture ; DEA solution ; Model ; Data assessment ; Leverage method
• 刊名：International Journal of Greenhouse Gas Control
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：56
• 期：Complete
• 页码：289-301
• 全文大小：2566 K
• 卷排序：56

文摘

Leverage algorithm is applied for evaluating the quality of data of CO2 loading capacity of DEA aqueous solutions. Capability of MLP-ANN, GA-RBF, CSA-LSSVM, Hybrid-ANFIS, PSO-ANFIS, and CMIS is evaluated. Results of modeling study reveals that all the developed models are accurate and reliable. The presented CMIS model outperforms other models. Only one data is found to be probable doubtful.