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Updated: Jun 5, 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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Published on: October 28, 2022

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应用FCEEMD-TSMFDE和自适应CatBoost在复杂可变条件轴承的故障诊断中的应用

Min Mao1, Bingwei Xu2, Yuhuan Sun3

  • 1Faculty of Information Engineering, Quzhou College of Technology, Quzhou, 324000, China.

Scientific reports
|December 16, 2024
PubMed
概括

这项研究引入了一种新的故障诊断方法,使用先进的信号处理和机器学习来准确识别轴承故障. 该方法通过增强特征提取和自适应模型优化,显著提高诊断准确性.

关键词:
复杂的可变操作条件故障诊断故障诊断快速集体实证模式 分解模式最大信息系数 / 吉尼指数在Optuna-CatBoost中使用.时间转移 多尺度模糊分散 Entropy

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