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Updated: Mar 15, 2026

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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基于BAYES-ICEEMDAN-SNR特征增强和ITOC-LSSVM的滚动轴承和轮的混合智能故障诊断框架

Xiaoxu He1, Xingwei Ge1, Zhe Wu1

  • 1School of Mechanical Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, China.

Sensors (Basel, Switzerland)
|March 14, 2026
PubMed
概括

这项研究引入了一种新的方法,将贝叶斯优化与增强的信号处理相结合,以改善滚动轴承和轮故障诊断. 新方法的准确度超过97%,超过现有模型的性能.

关键词:
贝耶斯 - 伊塞曼丹 - SNR轴承故障诊断 轴承故障诊断 轴承故障诊断改进的龙卷风优化器与科里奥利斯力最小的正方形支持向量机器.

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