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相关概念视频

Local Attraction01:22

Local Attraction

39
Local attraction refers to disturbances in compass readings caused by magnetic influences from nearby objects such as metal fences, buried pipes, vehicles, buildings, power lines, or natural iron ore deposits. Small items like wristwatches, steel tools, or belt buckles can also interfere with the compass by creating local magnetic fields that distort the Earth's natural magnetic field. These distortions lead to inaccurate readings, posing navigation and land surveying challenges.Local...
39
Magnetic Damping01:17

Magnetic Damping

412
Eddy currents can produce significant drag on motion, called magnetic damping. For instance, when a metallic pendulum bob swings between the poles of a strong magnet, significant drag acts on the bob as it enters and leaves the field, quickly damping the motion.
If, however, the bob is a slotted metal plate, the magnet produces a much smaller effect. When a slotted metal plate enters the field, an emf is induced by the change in flux; however, it is less effective because the slots limit the...
412
Magnetic Declination01:19

Magnetic Declination

30
Magnetic declination is the angle between true north, which aligns with the Earth's rotational axis, and magnetic north, which follows the direction of the Earth's magnetic field. This discrepancy exists because the magnetic poles do not coincide with the geographic poles. The value of magnetic declination depends on the observer's location on Earth and is subject to changes over time due to the dynamic nature of the Earth's magnetic field.The declination is called eastern when magnetic north...
30
Magnetism01:30

Magnetism

6.2K
Magnets are commonly found in everyday objects, such as toys, hangers, elevators, doorbells, and computer devices. Experimentation on these magnets shows that all magnets have two poles: one is labeled north (N) and the other south (S). Magnetic poles repel if they are alike and attract if unlike. Moreover, both poles of a magnet attract unmagnetized pieces of iron.
An individual magnetic pole cannot be isolated. No matter how small, every piece of a magnet contains a north pole and a south...
6.2K
Galvanometer01:25

Galvanometer

2.1K
Common devices, including car instrument panels, battery chargers, and inexpensive electrical instruments, measure potential difference (voltage), current, or resistance using a d'Arsonval galvanometer. This electromechanical instrument is also known as a moving coil galvanometer.
The galvanometer consists of  two concave-shaped permanent magnets, providing a uniform radial magnetic field in the annular region. In the center, a pivoted coil of fine copper wire is placed in the uniform...
2.1K
Electronic Distance Measuring Instruments01:30

Electronic Distance Measuring Instruments

23
Electronic Distance Measuring Instruments (EDMs) are essential tools in modern surveying, offering precise distance measurements by emitting electromagnetic signals and calculating the time required for these signals to travel to a target and return. Two primary types of signals are used in EDMs — light waves and microwaves — each suited to specific environmental and distance requirements. Light-wave-based EDMs utilize either infrared or laser light, providing high accuracy over short...
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DECE-Net: a dual-path encoder network with contour enhancement for pneumonia lesion segmentation.

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相关实验视频

Updated: May 25, 2025

A Random-displacement Measurement by Combining a Magnetic Scale and Two Fiber Bragg Gratings
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A Random-displacement Measurement by Combining a Magnetic Scale and Two Fiber Bragg Gratings

Published on: September 30, 2019

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人工智能辅助的被动磁距离/位置传感器

Chaoyi Qiu1, Zhenghong Qian1, Qiao Qi1

  • 1School of Information Science and Technology, Hangzhou Normal University, Hangzhou 311121, China.

Sensors (Basel, Switzerland)
|February 26, 2025
PubMed
概括

这项研究引入了一种新型的磁传感系统,使用反向传播 (BP) 神经网络进行精确的非接触距离和位置测量,其性能优于传统方法.

关键词:
在BP神经网络中,神经网络距离/位置传感器磁传感传感器是一种磁传感器.非线性磁场的非线性磁场.

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Frequency Mixing Magnetic Detection Scanner for Imaging Magnetic Particles in Planar Samples
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Frequency Mixing Magnetic Detection Scanner for Imaging Magnetic Particles in Planar Samples

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Magnetic Levitation Coupled with Portable Imaging and Analysis for Disease Diagnostics

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相关实验视频

Last Updated: May 25, 2025

A Random-displacement Measurement by Combining a Magnetic Scale and Two Fiber Bragg Gratings
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A Random-displacement Measurement by Combining a Magnetic Scale and Two Fiber Bragg Gratings

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科学领域:

  • 工程 工程师 工程师 工程师
  • 应用物理 应用物理
  • 机器学习 机器学习

背景情况:

  • 磁传感对于非接触式测量至关重要.
  • 来自永久磁铁的非线性磁场挑战传感器的准确性.
  • 现有的方法难以准确地确定距离和位置.

研究的目的:

  • 开发一个精确的磁传感系统,用于测量距离和位置.
  • 利用反向传播 (BP) 神经网络来建模非线性磁场距离关系.
  • 为了改进传统的磁二极管和莱文伯格-马奎特 (LM) 算法.

主要方法:

  • 利用定制的反向传播 (BP) 神经网络来处理磁场变化.
  • 采用单,三,四重磁传感器配置.
  • 在0-70毫米的距离范围和60毫米×60毫米的平面面积中验证了性能.

主要成果:

  • 一个带有BP神经网络的单个磁传感器实现了测量误差在-0.0268毫米和0.0362毫米 (0-70毫米距离) 之间.
  • 使用三个传感器将误差降低到-0.0107毫米到0.0093毫米.
  • 四个传感器在各自轴上产生了±1.1312毫米和±0.6001毫米的平面定位误差.

结论:

  • 该BP神经网络有效地模拟非线性磁场变化,用于准确的远距离传感.
  • 增加传感器数量可以显著提高测量精度.
  • 与传统的磁传感技术相比,拟议的系统提供了更高的准确性.