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相关概念视频

Transformers in Distribution System01:27

Transformers in Distribution System

99
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...
99
Types Of Transformers01:16

Types Of Transformers

957
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...
957
Transformers01:26

Transformers

1.1K
A device that transforms voltages from one value to another using induction is called a transformer. A transformer consists of two separate coils, or windings, wrapped around the same soft iron core. However, they are electrically insulated from each other.
The iron core has a substantial relative permeability. Therefore, the magnetic field lines generated due to the current in one winding are almost entirely confined within the core, such that the same magnetic flux permeates each turn of both...
1.1K
Equivalent Circuits for Practical Transformers01:28

Equivalent Circuits for Practical Transformers

404
The practical equivalent circuits of single-phase two-winding transformers exhibit significant deviations from their idealized versions due to the inherent properties of winding resistance and finite core permeability. These properties result in real and reactive power losses, affecting the transformer's performance. Understanding these deviations is crucial for designing more efficient transformers.
In a practical transformer, each winding exhibits resistance and leakage reactance. The...
404
Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

105
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
105
The Ideal Transformer01:26

The Ideal Transformer

369
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...
369

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变压器模块网络用于在视觉问题答案中进行系统的概括.

Moyuru Yamada, Vanessa D'Amario, Kentaro Takemoto

    IEEE transactions on pattern analysis and machine intelligence
    |August 6, 2024
    PubMed
    概括

    神经模块网络 (NMNs) 通过使用模块化来提高变压器在视觉问题答案 (VQA) 上的性能. 变压器模块网络 (TMN) 在VQA任务的系统概括方面取得了最先进的结果.

    科学领域:

    • 计算机科学 计算机科学
    • 人工智能的人工智能
    • 机器学习 机器学习

    背景情况:

    • 变压器在视觉问题答案 (VQA) 中表现强.
    • 变压器在VQA中的系统概括能力,特别是与新概念组合的系统概括能力,仍然不清楚.
    • 神经模块网络 (NMN) 显示出有希望的系统概括,即使是基于CNN的模块.

    研究的目的:

    • 调查模块化在提高 VQA 的变压器性能方面的好处.
    • 引入一种新的架构,即变压器模块网络 (TMN),它将模块化集成到变压器中.
    • 与现有方法相比,评估TMN的系统概括能力.

    主要方法:

    • 开发了变压器模块网络 (TMN),一种新的NMN架构.
    • TMN使用了用于VQA的变压器模块组合.
    • 在三个VQA数据集上评估TMN,专注于系统概括性能.

    主要成果:

    • 在三个VQA数据集上,TMN实现了最先进的系统化概括性能.
    • 与标准的变压器相比,TMN在新型子任务组合上表现出超过30%的改进.
    • 模块组成和模块专业化都对性能增长做出了重大贡献.

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    结论:

    • 模块化可以显著提高VQA中的变压器的系统概括性.
    • 变压器模块网络 (TMN) 为改善VQA系统提供了一个有希望的方向.
    • 在TMN中模块专业化对于在新的VQA挑战中实现卓越性能至关重要.