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Updated: Jun 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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选择最优的特征来对PD信号进行分类,PD信号是由电机的多个绝缘缺陷产生的

Waqar Hassan1, G Amjad Hussain2, Abdul Wahid3

  • 1School of Electrical & Electronics Engineering, Universiti Sains Malaysia, Pulau Pinang, Malaysia. waqar.hassan@usm.my.

Scientific reports
|October 8, 2024
PubMed
概括

本研究介绍了一种混合最大化相关性和最小化冗余性 (mRMR) 和随机森林 (RF) 方法,用于精确的部分放电 (PD) 缺陷分类在电机中. 该方法实现了99.875%的准确性,改善了绝缘诊断.

关键词:
电动机电动机的电动机.绝缘的缺陷 绝缘的缺陷选择最优的功能选择.PD分类 PD分类 PD分类 PD分类部分放电 (PD) 诊断 部分放电 (PD) 的诊断

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