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基于平衡理论的模拟移动床工艺参数鲁棒寻优
引用本文:魏朋,陈珺,王志国,刘飞.基于平衡理论的模拟移动床工艺参数鲁棒寻优[J].化工学报,2022,73(2):792-800.
作者姓名:魏朋  陈珺  王志国  刘飞
作者单位:江南大学轻工过程先进控制教育部重点实验室,江苏 无锡 214122
基金项目:江苏省自然科学基金项目(61773183);
摘    要:在模拟移动床的实际工作过程中,由于进料浓度和温度变化以及色谱柱填充不一致等因素影响,初始工艺参数作业下的分离性能可能会出现下降。首先对模拟移动床的机理模型进行了分析;然后在色谱分离平衡理论的基础上,使用有限元正交配置法求解模型得到新的工艺参数点;最后以果葡糖浆组分分离为对象,使用所提方法求解有扰动作用时的优化工艺参数,结果显示果糖纯度的合格率从81%提高到99%,证明其具有良好的鲁棒性。

关 键 词:模拟移动床  色谱  分离  有限元正交配置法  平衡理论  鲁棒  优化设计  
收稿时间:2021-09-03

Robust optimization of process parameters of simulated moving bed based on equilibrium theory
WEI Peng,CHEN Jun,WANG Zhiguo,LIU Fei.Robust optimization of process parameters of simulated moving bed based on equilibrium theory[J].Journal of Chemical Industry and Engineering(China),2022,73(2):792-800.
Authors:WEI Peng  CHEN Jun  WANG Zhiguo  LIU Fei
Affiliation:Key Laboratory of Advanced Control for Light Industry Process of the Ministry of Education, Jiangnan University, Wuxi 214122, Jiangsu, China
Abstract:In the actual working process of the simulated moving bed, due to the influence of factors such as the feed concentration and temperature change and the inconsistent packing of the chromatographic column, the separation performance under the operation of the initial process parameters may be reduced. The paper first analyzed the mechanism model of the simulated moving bed. Then based on the equilibrium theory of chromatographic separation, a new process parameters point is obtained by using the orthogonal collocation on finite elements method. Finally, taking the separation of fructose syrup as the object, the optimized process parameters under disturbed operation were obtained by the proposed method. The results show that the pass rate of fructose purity increased from 81% to 99%, which proved that the method has good robustness.
Keywords:simulated moving bed  chromatography  separation  orthogonal collocation on finite elements  equilibrium theory  robust  optimal design  
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