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Updated: Jun 9, 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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基于不对称的残余收缩编码器承载健康指数构造和剩余寿命预测

Baobao Zhang1, Jianjie Zhang2, Peibo Yu2

  • 1College of Software, Xinjiang University, Urumqi 830091, China.

Sensors (Basel, Switzerland)
|October 26, 2024
PubMed
概括

这项研究引入了一个不对称的残余收缩卷积自编码器 (ARSCAE),用于预测轴承的剩余使用寿命 (RUL). 该ARSCAE模型有效地从原始振动数据构建健康指标,提高RUL预测准确度.

关键词:
在RUL预测预测.不对称的自动编码器轴承 轴承是指轴承的轴承.深度学习是一种深度学习.健康指标健康指标

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