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相关概念视频

Indicators02:39

Indicators

48.6K
Certain organic substances change color in dilute solution when the hydronium ion concentration reaches a particular value. For example, phenolphthalein is a colorless substance in any aqueous solution with a hydronium ion concentration greater than 5.0 × 10−9 M (pH < 8.3). In more basic solutions where the hydronium ion concentration is less than 5.0 × 10−9 M (pH > 8.3), it is red or pink. Substances such as phenolphthalein, which can be used to determine the pH of a solution, are...
48.6K
Calculating pH Changes in a Buffer Solution02:45

Calculating pH Changes in a Buffer Solution

53.2K
A buffer can prevent a sudden drop or increase in the pH of a solution after the addition of a strong acid or base up to its buffering capacity; however, such addition of a strong acid or base does result in the slight pH change of the solution. The small pH change can be calculated by determining the resulting change in the concentration of buffer components, i.e., a weak acid and its conjugate base or vice versa. The concentrations obtained using these stoichiometric calculations can be used...
53.2K
Titration of a Weak Acid with a Weak Base01:08

Titration of a Weak Acid with a Weak Base

2.8K
Weak acids and bases do not undergo dissociation completely, and titrations between these two are rarely studied. When such studies are performed, say, for the titration of a weak acid with a weak base, the titration curve plots the change in pH as a function of the volume of base added. Take the titration of acetic acid with ammonia, for instance. During the titration, these two species form ammonium acetate and water, but the pH change is slow and gradual.
As a result, there is no simple...
2.8K
Strong Acid and Base Solutions03:22

Strong Acid and Base Solutions

31.7K
A strong acid is a compound that dissociates completely in an aqueous solution and produces a concentration of hydronium ions equal to the initial concentration of acid. For example, 0.20 M hydrobromic acid will dissociate completely in water and produces 0.20 M of hydronium ions and 0.20 M of bromide ions.
31.7K
Acid&#8211;Base Titration: Overview01:26

Acid–Base Titration: Overview

9.9K
An acid-base titration is a technique used to determine the concentration of an unknown acid or base, using a titrant of known concentration–either a base for acid titration or an acid for base titration. The process involves gradually adding the titrant, leading to a predictable change in the pH of the solution. This change is plotted on a titration curve, showing how a solution's pH varies with the amount of titrant added. Such curves are instrumental in monitoring the...
9.9K
Titration Calculations: Strong Acid - Strong Base02:28

Titration Calculations: Strong Acid - Strong Base

29.5K
Calculating pH for Titration Solutions: Strong Acid/Strong Base
A titration is carried out for 25.00 mL of 0.100 M HCl (strong acid) with 0.100 M of a strong base NaOH. The pH at different volumes of added base solution can be calculated as follows:
(a) Titrant volume = 0 mL. The solution pH is due to the acid ionization of HCl. Because this is a strong acid, the ionization is complete and the hydronium ion molarity is 0.100 M. The pH of the solution is then:
29.5K

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Iridium Oxide-reduced Graphene Oxide Nanohybrid Thin Film Modified Screen-printed Electrodes as Disposable Electrochemical Paper Microfluidic pH Sensors
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使用基于机器学习的pH测试条进行高效准确的pH测定.

Xiao Long Xiong1, Yun Peng Ma2, Hui Liu2

  • 1College of Computer and Information Science, Southwest University, Chongqing 400715, China.

Analytical chemistry
|July 1, 2024
PubMed
概括

本研究引入了一种机器学习方法,用于使用pH测试条来准确确定pH值,克服照明干扰. 该方法提高了各种科学领域定量pH分析的可靠性.

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Manufacturing of a Nafion-coated, Reduced Graphene Oxide/Polyaniline Chemiresistive Sensor to Monitor pH in Real-time During Microbial Fermentation
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Real-Time, Semi-Automated Fluorescent Measurement of the Airway Surface Liquid pH of Primary Human Airway Epithelial Cells
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科学领域:

  • 分析化学 分析化学
  • 生物化学 生物化学
  • 医学诊断 医学诊断 医学诊断

背景情况:

  • 准确的pH值测定在科学学科中至关重要.
  • pH测试条为定性pH估计提供了一种方便,经济高效的方法.
  • 使用pH测试条的现有定量方法容易受到照明等环境因素的影响.

研究的目的:

  • 开发一种使用pH测试条进行定量pH测定的自动化,可靠的方法.
  • 为了减轻pH分析中环境照明条件造成的错误.
  • 为了提高pH测量的准确性和稳定性,从测试带图像.

主要方法:

  • 从pH测试带图像中提取人工特征.
  • 应用基于SHAP重要性的特征选择策略,以实现最佳特征识别.
  • 集成多个机器学习算法与堆叠融合策略,以实现强大的pH预测.

主要成果:

  • 开发的方法有效地自动化了定量pH值的确定.
  • 它克服了环境照明干扰带来的局限性.
  • 实验结果证实了该方法的方便性,有效性和高可靠性.

结论:

  • 提出的基于机器学习的方法为使用测试条的定量pH值确定提供了可靠的解决方案.
  • 这种方法提高了pH测试条在各种科学应用中的实用性.
  • 自动化系统比传统方法有了显著的改进,特别是在可变的照明条件下.