微板对树脂选和参数估计的方法应用于渐变化操作的色谱列建模
Felipe Coelho Vieira1, Willian Kopp2, Felipe Fernando Furlan3
1Graduate Program of Chemical Engineering, Federal University of São Carlos, Rod. Washington Luís, km 235, 13565-905 São Carlos, SP, Brazil.
Journal of chromatography. A
|February 19, 2025
概括
准确的染色学模型参数至关重要. 将微板选数据与列实验集成,可以改善梯度化建模,显著提高预测准确性和加速过程开发.
科学领域:
- 化学工程是化学工程的重要组成部分.
- 分析化学 分析化学
- 染色体学 染色体学 是一种染色学.
背景情况:
- 准备性染色学中的现象模型需要准确的参数,而这些参数很难获得.
- 现有的材料选择选协议并不始终为模型参数估计提供信息.
- 梯度化建模受阻于参数确定方面的挑战.
研究的目的:
- 提出一个联合估计程序,整合微板选和柱体实验数据.
- 准确估计平衡和分散参数用于梯度化建模.
- 增强异温预测并提高染色学模型的可靠性.
主要方法:
- 一种联合估计程序,将微板选数据和单列实验数据结合起来.
- 从选数据中初步估计平衡等温参数.
- 使用列色谱数据对参数进行精细化,以估计质量传输,并改进异热体预测.
- 使用非离子表面活性剂和功能化二氧化的逆相色谱验证.
主要成果:
- 仅微板数据就预测了保留量,误差为8.9%.
- 在最佳情况下,联合估计程序实现了0.8%的预测误差.
- 结合选数据的l曲线方法有效地减轻了模型过度装配.
- 该方法显示了加速过程开发和减少资源消耗的潜力.
结论:
- 将微板选数据与列实验集成,可以提供准确的染色学模型参数.
- 拟议的联合估计程序显著提高了梯度化建模的准确性.
- 这种方法为染色学中更快,更有效的过程开发提供了一条途径.
相关概念视频
Chromatographic Resolution
373
In chromatography, a solute moves through a chromatographic column and tends to spread, forming a Gaussian-shaped band. The longer the solute spends in the column, the broader the band becomes. The broadening can lead to overlaps within the column, affecting separation effectiveness.
The effectiveness of separation can be evaluated by determining the level of separation between two neighboring peaks in a chromatogram, which represents the individual components of a sample.
In chromatography,...
The effectiveness of separation can be evaluated by determining the level of separation between two neighboring peaks in a chromatogram, which represents the individual components of a sample.
In chromatography,...
373
Column Efficiency: Rate Theory
258
The rate theory of chromatography provides quantitative insight into the shapes and widths of elution bands. These bands are based on the random-walk mechanism governing molecular migration within a column. The Gaussian profile of chromatographic bands arises from the cumulative effect of random molecular motions as they progress through the column.
During elution, a solute molecule experiences numerous transitions between stationary and mobile phases, exhibiting irregular residence times in...
During elution, a solute molecule experiences numerous transitions between stationary and mobile phases, exhibiting irregular residence times in...
258
High-Performance Liquid Chromatography: Elution Process
399
In High-Performance Liquid Chromatography (HPLC), the elution process is critical to the separation of analytes and the quality of chromatographic results. Elution describes how compounds move through the column and separate based on their interactions with the mobile and stationary phases. This process determines the resolution, peak shape, and retention times in the chromatogram, which are essential for identifying and quantifying components in complex mixtures. Understanding the elution...
399
Optimizing Chromatographic Separations
326
Optimizing chromatographic separations is crucial for obtaining clean separations in a minimum amount of time. Optimization is required for several factors, including kinetic effects related to band broadening, plate height, capacity factor, and separation factor.
Band broadening refers to spreading solute bands as they travel through the column. This broadening can impact resolution. Plate height (H) represents the length required for one theoretical plate. A lower plate height corresponds to...
Band broadening refers to spreading solute bands as they travel through the column. This broadening can impact resolution. Plate height (H) represents the length required for one theoretical plate. A lower plate height corresponds to...
326
Principles Of Column Chromatography
6.6K
The chromatography technique was first invented in 1901 by Michael S. Tswett, a Russian botanist, to separate plant pigments using organic solvents. Further, in 1941, Archer John Porter Martin and R. L. M. Synge modified the technique by packing silica gel into a column. A mixture of amino acids was then separated on the packed column using chloroform and water mixture as the mobile phase. This was the first report on column chromatography. At present, column chromatography is a widely used...
6.6K
Chromatographic Methods: Terminology
1.5K
Chromatography is an analytical technique widely used in fields such as chemistry, biology, environmental science, and pharmaceuticals to separate the components of a mixture and identify substances between them. The process of chromatography is based on the interactions between two distinct phases: the stationary phase and the mobile phase. The stationary phase is fixed in place by a supporting material, while the mobile phase moves over it, carrying the solutes. As the mobile phase travels,...
1.5K


