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High-Performance Liquid Chromatography: Elution Process01:05

High-Performance Liquid Chromatography: Elution Process

540
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...
540
High-Performance Liquid Chromatography: Instrumentation00:57

High-Performance Liquid Chromatography: Instrumentation

1.9K
High-performance liquid chromatography, or HPLC, is an analytical technique that separates liquid samples under high pressures. An HPLC instrument consists of glass bottles for storing solvents called mobile phase reservoirs. HPLC-grade solvents are used to maintain high purity, and the dissolved gases are removed using a degasser, such as a vacuum pumping system or sparging with helium. The solvents are then pumped into the analytical column using a screw-driven syringe or reciprocating pumps.
1.9K
Principles Of Column Chromatography01:13

Principles Of Column Chromatography

6.9K
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...
6.9K
High-Performance Liquid Chromatography: Introduction01:11

High-Performance Liquid Chromatography: Introduction

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High-performance liquid chromatography(HPLC), formerly referred to as High-pressure liquid chromatography, is a powerful technique used to separate, identify, and quantify components in complex mixtures. The term "high pressure" refers to using high pressure to push the liquid mobile phase through the tightly packed columns.
In HPLC, two phases play a critical role in the separation process:
2.1K
Chromatography: Introduction01:10

Chromatography: Introduction

4.4K
Chromatography is a technique used to separate compounds based on differences of partitioning between two phases, the stationary phase and the mobile phase.
The phase in which the compounds linger or on which the compounds adsorb is called the stationary phase, whereas the mobile phase is the solvent that carries the solutes to be analyzed. In traditional column chromatography, the mixture flows through the stationary phase, and the compounds partition between the stationary and mobile phases...
4.4K
Gas Chromatography: Types of Columns and Stationary Phases01:17

Gas Chromatography: Types of Columns and Stationary Phases

734
Gas chromatography (GC) relies on stationary phases to separate and analyze components in a sample. There are two main types of stationary phases: liquid and solid. Liquid stationary phases are non-volatile, thermally stable, and chemically inert liquids coated onto the column. Solid stationary phases are particles of adsorbent material, such as silica gel or molecular sieves.
For an analyte to remain on the column for a sufficient amount of time, it must exhibit some level of compatibility (or...
734

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相关实验视频

Updated: Jul 23, 2025

Post Column Derivatization Using Reaction Flow High Performance Liquid Chromatography Columns
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Post Column Derivatization Using Reaction Flow High Performance Liquid Chromatography Columns

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使用深度强化学习的可变液体色谱列的可适应的控制策略.

David Andersson1, Christoffer Edlund2,3,4, Brandon Corbett5

  • 1Sartorius Corporate Research, Umeå, Sweden. david.andersson@sartorius.com.

Scientific reports
|July 12, 2023
PubMed
概括
此摘要是机器生成的。

本研究引入了使用深度强化学习的可适应色谱控制政策. 数据驱动的方法优化了可变列的流量,提高了生物治疗加工的生产率.

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Automated Hydrophobic Interaction Chromatography Column Selection for Use in Protein Purification
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Curtain Flow Column: Optimization of Efficiency and Sensitivity
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Curtain Flow Column: Optimization of Efficiency and Sensitivity

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相关实验视频

Last Updated: Jul 23, 2025

Post Column Derivatization Using Reaction Flow High Performance Liquid Chromatography Columns
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Post Column Derivatization Using Reaction Flow High Performance Liquid Chromatography Columns

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Automated Hydrophobic Interaction Chromatography Column Selection for Use in Protein Purification
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Automated Hydrophobic Interaction Chromatography Column Selection for Use in Protein Purification

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Curtain Flow Column: Optimization of Efficiency and Sensitivity
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科学领域:

  • 生物技术是生物技术.
  • 化学工程是化学工程的重要组成部分.
  • 过程控制 过程控制

背景情况:

  • 用于生物治疗的染色学系统面临由于非线性行为和可变列属性的控制挑战.
  • 没有内部列数据,实时控制是很困难的,这导致静态策略的性能不足.
  • 适应每个列的静态策略需要昂贵的实验.

研究的目的:

  • 制定可适应的,数据驱动的染色体系统控制政策.
  • 为了克服生物处理中非线性动态和列变性所带来的挑战.
  • 提高液体色谱的效率和生产率.

主要方法:

  • 利用基于模拟的数据生成和深度强化学习 (DRL).
  • 开发了一种控制器,可以操纵输入和输出流量,以优化奖励功能.
  • 训练了DRL控制器在多种多样的染色体列上,具有很高的可变性.

主要成果:

  • 在多个可变列中实现了有效的单一可适应的控制政策.
  • 与人类设计的基准政策相比,表现出更高的生产率.
  • 观察到纯度略有下降,同时生产率提高.

结论:

  • 深度强化学习为在染色学中创建可适应的控制策略提供了一个有希望的方法.
  • 数据驱动的方法为生物治疗下游加工提供了更有效的解决方案.
  • 该战略解决了在动态生物处理环境中传统控制方法的局限性.