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相关概念视频

Types Of Transformers01:16

Types Of Transformers

977
Transformers can provide desired voltages to a circuit by modifying the number of turns in the secondary windings.
If the ratio of the number of turns in the secondary winding to that of the primary winding is greater than one, then the transformer is said to be a step-up transformer. In a step-up transformer, the voltage at the secondary winding is greater than the voltage applied at the primary winding.
However, if this ratio is less than one, the transformer is said to be a step-down...
977
Transformers with Off-Nominal Turns Ratios01:25

Transformers with Off-Nominal Turns Ratios

157
In scenarios involving parallel transformers with disparate ratings, developing per-unit models requires accommodating off-nominal turns ratios. This situation arises when the selected base voltages are not proportional to the transformer’s voltage ratings. Consider a transformer where the rated voltages are related by the term a. If the chosen voltage bases satisfy a relationship involving term b, term c is defined as the ratio of these bases. This ratio is then substituted into the...
157
Transformers in Distribution System01:27

Transformers in Distribution System

103
Transformers in distribution systems can be broadly categorized into distribution substation transformers and other distribution transformers. They are crucial for stepping down high transmission voltages to levels suitable for distribution and end-user applications.
Distribution substation transformers come in various ratings and typically use mineral oil for insulation and cooling. To prevent moisture and air from entering the oil, some transformers use an inert gas like nitrogen to fill the...
103
Instrument Transformers01:23

Instrument Transformers

85
Instrument transformers, comprising voltage transformers (VTs) and current transformers (CTs), play crucial roles in power substations by providing isolated replicas of current or voltage for measurement and protection purposes. Voltage transformers reduce the primary voltage to levels suitable for relay operation and measurement, while current transformers scale down the primary current. The primary winding of a current transformer often consists of a single turn, achieved by threading the...
85
Energy Losses in Transformers01:21

Energy Losses in Transformers

876
In an ideal transformer, it is assumed that there are no energy losses, and, hence, all the power at the primary winding is transferred to the secondary winding. However, in reality,  the transformers always have some energy losses, and, hence, the output power obtained at the secondary winding is less than the input power at the primary winding due to energy losses.
There are four main reasons for energy losses in transformers.
The first cause can be  the high resistance of the...
876
The Ideal Transformer01:26

The Ideal Transformer

395
In single-phase two-winding transformers, two windings are coiled around a magnetic core characterized by cross-sectional area A and magnetic permeability μ. A phasor current i1 enters the left winding while i2 exits the right winding, establishing the fundamental working of the transformer through electromagnetic principles.
Ampere's Law forms the basis of understanding the magnetic field within the transformer. It states that the integral of the magnetic field intensity's...
395

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相关实验视频

Updated: Jul 5, 2025

Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins
11:01

Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins

Published on: November 17, 2016

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SATCount:一个基于变压器的规模感知类别无关计数框架.

Yutian Wang1, Bin Yang1, Xi Wang2

  • 1National Engineering Research Center for Multimedia Software, Wuhan University, China; Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University, China; School of Computer Science, Wuhan University, Wuhan, 430072, China.

Neural networks : the official journal of the International Neural Network Society
|January 20, 2024
PubMed
概括

本研究介绍了SATCount,SATCount是一种新的对象计数方法,使用基于变压器的方法有效地整合了尺度和视觉信息. SATCount提高了计数精度,特别是在多尺度物体上,性能优于现有的技术.

关键词:
阶级无意识的计数方式.对象计数 计数对象计数

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Determining Cell Number During Cell Culture using the Scepter Cell Counter
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Determining Cell Number During Cell Culture using the Scepter Cell Counter

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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

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相关实验视频

Last Updated: Jul 5, 2025

Automated Quantification and Analysis of Cell Counting Procedures Using ImageJ Plugins
11:01

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Published on: November 17, 2016

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Determining Cell Number During Cell Culture using the Scepter Cell Counter
09:33

Determining Cell Number During Cell Culture using the Scepter Cell Counter

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科学领域:

  • 计算机视觉 计算机视觉
  • 机器学习 机器学习
  • 人工智能的人工智能

背景情况:

  • 无类的对象计数依赖于有限的实例.
  • 当前的方法使用卷积来确定特征相似性,经常忽视尺度并丢失语义信息.

研究的目的:

  • 开发一个更准确的对象计数算法,解决现有方法的局限性.
  • 为了提高对具有多尺度特征的对象的计数性能.

主要方法:

  • 提出了一个基于变压器的尺寸感知功能融合模块,集成视觉和尺寸信息.
  • 使用交叉注意力来模拟样本和查询之间的相似性.
  • 开发了SATCount算法,包括特征提取骨干,特征融合模块和密度图回归头.

主要成果:

  • 拟议的SATCount模型在FSC-147和CARPK数据集上表现出卓越的性能.
  • 尺度感知模块有效处理多尺度对象特征,提高计数精度.

结论:

  • SATCount在无类对象计数方面取得了重大进展.
  • 整合尺度信息和使用基于变压器的功能融合是提高计数性能的关键.