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相关概念视频

Instrument Calibration01:12

Instrument Calibration

186
Instrument calibration is essential for ensuring that instruments produce accurate and consistent results. It is vital in manufacturing, healthcare, testing laboratories, and scientific research. Calibration processes are specific to each instrument and help enhance data accuracy. Each instrument has a unique calibration process tailored to its design and function to improve data accuracy.
Analytical Balance Calibration
An analytical balance measures mass and requires regular calibration to...
186
Scaling01:26

Scaling

245
In designing and analyzing filters, resonant circuits, or circuit analysis at large, working with standard element values like 1 ohm, 1 henry, or 1 farad can be convenient before scaling these values to more realistic figures. This approach is widely utilized by not employing realistic element values in numerous examples and problems; it simplifies mastering circuit analysis through convenient component values. The complexity of calculations is thereby reduced, with the understanding that...
245
Active Filters01:25

Active Filters

825
Active filters are electronic circuits that use operational amplifiers (op-amps), resistors, and capacitors to filter out unwanted frequency components from a signal. A first-order low-pass active filter is designed to pass signals with a frequency lower than a certain cutoff frequency and attenuate frequencies higher than that cutoff frequency. The transfer function for a first-order low-pass active filter is:
825
Glassware Calibration01:11

Glassware Calibration

235
Accurate calibration of glassware, such as volumetric flasks, pipettes, and burettes, is essential to ensure accurate measurements in the analytical laboratory. Calibration helps maintain consistency across measurements and prevents errors arising from inaccurate volumes.
Volumetric flasks: Volumetric flasks are designed to prepare aqueous solutions of precise volumes accurately with a calibration line on the neck. To calibrate a volumetric flask, it is important to fill it with distilled...
235
Linear Approximation in Frequency Domain01:26

Linear Approximation in Frequency Domain

89
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
89
Transfer Function in Control Systems01:21

Transfer Function in Control Systems

479
The transfer function is a fundamental concept in the analysis and design of linear time-invariant (LTI) systems. It offers a concise way to understand how a system responds to different inputs in the frequency domain. It serves as a bridge between the time-domain differential equations that describe system dynamics and the frequency-domain representation that facilitates easier manipulation and analysis.
To derive the transfer function, consider a general nth-order linear time-invariant...
479

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相关实验视频

Updated: Jul 1, 2025

Medical-grade Sterilizable Target for Fluid-immersed Fetoscope Optical Distortion Calibration
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Medical-grade Sterilizable Target for Fluid-immersed Fetoscope Optical Distortion Calibration

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通过过器学习进行校准转移.

Zhonghao Xie1, Xiaojing Chen1, Jean-Michel Roger2

  • 1College of Electrical and Electronic Engineering, Wenzhou University, Wenzhou, 325035, PR China.

Analytica chimica acta
|March 10, 2024
PubMed
概括
此摘要是机器生成的。

本研究引入了一种新的校准转移方法,只使用一个参考样本,简化和加快了这个过程. 该方法还提供了一个无监督的替代方案,使校准转移在分析化学中更有效.

关键词:
校准转移的转移 校准转移的转移在FIRIR FIR中.学习过器的学习仪器标准化标准化 仪器标准化这是PDS PDS PDS.

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Calibration of Vector Network Analyzer for Measurements in Radio Frequency Propagation Channels
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Three-dimensional Super Resolution Microscopy of F-actin Filaments by Interferometric PhotoActivated Localization Microscopy iPALM
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相关实验视频

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科学领域:

  • 分析化学 分析化学
  • 频谱学是一种光谱学.
  • 化学测量 化学测量 化学测量

背景情况:

  • 在分析化学中,校准转移至关重要,以防止完全重新校准.
  • 现有的方法,如分片直接标准化和动态直角投影,需要多个参考样本.
  • 减少参考样本的数量是提高校准转移效率的关键.

研究的目的:

  • 开发一种新的校准转移方法,需要最小的参考样本.
  • 为了使有效的校准从主仪器 (源域) 到奴隶仪器 (目标域) 的传输.
  • 为校准转移提供无监督的方法,消除了对目标域标签的需求.

主要方法:

  • 使用来自主仪器的校准数据库和来自奴隶仪器的单个频谱.
  • 使用多变量高斯核生成目标频谱的源域对应物.
  • 训练一个过器来调整主和奴隶仪器的响应函数.
  • 实施一个不受监督的策略,以避免目标域名标签.

主要成果:

  • 拟议的方法成功地将校准转移到仅使用一个参考样本的校准.
  • 在模拟和两个真实世界数据集上证明了有效性.
  • 性能优于几种最先进的校准转移方法.

结论:

  • 新方法通过只需要一个参考样本来简化和加快校准转移.
  • 提供了一个可行的无监督校准转移替代方案.
  • 为实际的校准转移应用提供了一个有希望和高效的工具.