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Updated: Sep 11, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
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Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

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YConvFormer:一个轻量级和坚固的变压器,用于使用时频融合的变速箱故障诊断

Yihang Peng1, Jianjie Zhang1, Songpeng Liu1

  • 1College of Mechanical Engineering, Xinjiang University, Urumqi 830017, China.

Sensors (Basel, Switzerland)
|August 14, 2025
PubMed
概括

这项研究介绍了YConvFormer,这是一个用于稳健轻量级变速箱故障诊断的新型网络. 它通过有效处理时间频率数据和减少计算负载,提高了工业环境中的准确性.

关键词:
轴性分解 轴性分解变速箱故障诊断 变速箱故障诊断 变速箱故障诊断 变速箱故障诊断轻量级的模型轻量级的模型.噪声 强度 稳固性时间频率融合时间频率融合

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