Wang Xiaomeng, Wang Qun, Zhao Mengjuan, Zhang Lu, Ji Xiaosheng, Sun Hui, Sun Yongchao, Ma Zhun, Xue Jianliang, Gao Xueli
College of Chemical and Biological Engineering, Shandong University of Science and Technology, Qingdao 266590, China.
Sanya Institute of Oceanology, Chinese Academy of Sciences, Sanya 572000, China.
Membranes (Basel). 2022 Jan 25;12(2):144. doi: 10.3390/membranes12020144.
In the present work, a novel mixed matrix cation exchange membrane composed of sulfonated polyether sulfone (SPES), N-phthaloyl chitosan (NPHCs) and MIL-101(Fe) was synthesized using response surface methodology (RSM). The electrochemical and physical properties of the membrane, such as ion exchange capacity, water content, morphology, contact angle, fixed ion concentration and thermal stability were investigated. The RSM based on the Box-Behnken design (BBD) model was employed to simulate and evaluate the influence of preparation conditions on the properties of CEMs. The regression model was validated via the analysis of variance (ANOVA) which exhibited a high reliability and accuracy of the results. Moreover, the experimental data have a good fit and high reproducibility with the predicted results according to the regression analysis. The embedding of MIL-101(Fe) nanoparticles contributed to the improvement of ion selective separation by forming hydrogen bonds with the polymer network in the membrane. The optimum synthesis parameters such as degree of sulfonation (DS), the content of SPES and NPHCs and the content of MIL-101(Fe) were acquired to be 30%, 85:15 and 2%, respectively, and the corresponding desalination rate of the CEMs improved to 136% while the energy consumption reduced to 90%. These results revealed that the RSM was a promising strategy for optimizing the preparation factors of CEMs and other similar multi-response optimization studies.
在本工作中,采用响应面法(RSM)合成了一种由磺化聚醚砜(SPES)、N-邻苯二甲酰壳聚糖(NPHCs)和MIL-101(Fe)组成的新型混合基质阳离子交换膜。研究了该膜的电化学和物理性能,如离子交换容量、含水量、形态、接触角、固定离子浓度和热稳定性。基于Box-Behnken设计(BBD)模型的响应面法用于模拟和评估制备条件对阳离子交换膜性能的影响。通过方差分析(ANOVA)对回归模型进行了验证,结果显示出高可靠性和准确性。此外,根据回归分析,实验数据与预测结果具有良好的拟合度和高重现性。MIL-101(Fe)纳米颗粒的嵌入通过与膜中的聚合物网络形成氢键,有助于提高离子选择性分离。获得的最佳合成参数,如磺化度(DS)、SPES和NPHCs的含量以及MIL-101(Fe)的含量分别为30%、85:15和2%,相应的阳离子交换膜脱盐率提高到136%,而能耗降低到90%。这些结果表明,响应面法是优化阳离子交换膜制备因素及其他类似多响应优化研究的一种有前景的策略。