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多级频率感知变压器用于使用声信号检测管道泄漏

Menghan Chen1,2, Yuchen Lu1,2, Wangyu Wu3

  • 1School of Integrated Circuit Engineering, Guangdong University of Technology, Guangzhou 510006, China.

Sensors (Basel, Switzerland)
|October 29, 2025
PubMed
概括

一个新的多级频率感知变压器 (MSFAT) 通过更好地利用声信号特征和适应噪声,提高管道泄漏检测准确率至97.2%. 这种人工智能方法提高了工业环境中的可靠性.

关键词:
在MSFAT中,我们可以使用MSFAT.声学测量的声学测量频率注意力 频率注意力泄漏检测 泄漏检测 泄漏检测 泄漏检测噪音过器 噪音过器

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Energy Losses in Transformers01:21

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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.
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