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Updated: Jul 13, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

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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太空飞轮旋转系统的智能早期故障诊断

Hui Liao1, Pengfei Xie2,3, Sier Deng1,4

  • 1School of Mechatronics Engineering, Northwestern Polytechnical University, Xi'an 710071, China.

Sensors (Basel, Switzerland)
|October 14, 2023
PubMed
概括

这项研究引入了一种新的智能方法,用于在太空飞轮旋转系统中进行早期故障诊断,解决数据不足和缺失故障类型等挑战. 拟议的等级分支和相似性聚类多通道卷积神经网络 (HB-SC-MCCNN) 提高了诊断准确度.

关键词:
数据没有足够的标签.阶层分支结构结构的层次结构.智能故障诊断 智能故障诊断 智能故障诊断缺失的故障类型 缺失的故障类型多通道卷积神经网络是多通道卷积神经网络.类似性聚类类似性聚类.太空飞轮旋转器系统的旋转器系统

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