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使用响应曲面法-中心复合设计(RSM-CCD)方法对哌嗪溶液中一氧化碳吸收进行实验建模与优化

Experimental Modeling and Optimization of CO Absorption into Piperazine Solutions Using RSM-CCD Methodology.

作者信息

Pashaei Hassan, Ghaemi Ahad, Nasiri Masoud, Karami Bita

机构信息

Faculty of Chemical, Petroleum and Gas Engineering, Semnan University, Semnan 35131-19111, Iran.

School of Chemical, Petroleum and Gas Engineering, Iran University of Science and Technology, Tehran 16846-13114, Iran.

出版信息

ACS Omega. 2020 Apr 8;5(15):8432-8448. doi: 10.1021/acsomega.9b03363. eCollection 2020 Apr 21.

Abstract

The present work evaluates and optimizes CO absorption in a bubble column for the Pz-HO-CO system. We analyzed the impact of the different operating conditions on the hydrodynamic and mass-transfer performance. For the optimization of the process, variable conditions were used in the multivariate statistical method of response surface methodology. The central composite design is used to characterize the operating condition to fit the models by the least-squares method. The experimental data were fitted to quadratic equations using multiple regressions and analyzed using analysis of variance (ANOVA). An approved experiment was carried out to analyze the correctness of the optimization method, and a maximum CO removal efficiency of 97.9%, an absorption rate of 3.12 g/min, an of 0.0164 mol/m·s, and a CO loading of 0.258 mol/mol were obtained under the optimized conditions. Our results suggest that Pz concentration, solution flow rate, CO flow rate, and speed of stirrer were obtained to be 0.162 M, 0.502 l/h, 2.199 l/min, and 68.89 rpm, respectively, based on the optimal conditions. The -value for all dependent variables was less than 0.05, and that points that all three models were remarkable. In addition, the experiment values acquired for the CO capture were found to agree satisfactorily with the model values ( = 0.944-0.999).

摘要

本工作评估并优化了用于Pz-H₂O-CO体系的鼓泡塔中CO的吸收情况。我们分析了不同操作条件对流体动力学和传质性能的影响。为了优化该过程,在响应面法的多元统计方法中使用了可变条件。采用中心复合设计来表征操作条件,以便通过最小二乘法拟合模型。实验数据通过多元回归拟合为二次方程,并使用方差分析(ANOVA)进行分析。进行了验证实验以分析优化方法的正确性,在优化条件下获得了97.9%的最大CO去除效率、3.12 g/min的吸收速率、0.0164 mol/m·s的传质系数以及0.258 mol/mol的CO负载量。我们的结果表明,基于最佳条件,Pz浓度、溶液流速、CO流速和搅拌器速度分别为0.162 M、0.502 l/h、2.199 l/min和68.89 rpm。所有因变量的p值均小于0.05,这表明所有三个模型都具有显著性。此外,发现获得的CO捕获实验值与模型值令人满意地吻合(R² = 0.944 - 0.999)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/814f/7178350/409893567ef0/ao9b03363_0001.jpg

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