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Updated: Sep 14, 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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异常检测与特定领域的形状学习用于吸管杆系统的异常检测.

Xiangyu Li1, Zhupei Liao1, Chunhua Yuan2

  • 1School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang, 110159, China.

Scientific reports
|July 18, 2025
PubMed
概括

本研究介绍了一种无监督的算法,用于早期检测吸杆系统 (SRPS) 的故障. 异常检测与特定域形状学习 (AD-DSL) 算法有效地识别电机功率数据中的异常,以提高运行可靠性.

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相关概念视频

Typical Model Studies01:30

Typical Model Studies

Fluid mechanics model studies often utilize scaled-down systems to predict fluid behavior in full-scale environments, such as river flows, dam spillways, and structures interacting with open surfaces. Maintaining Froude number similarity in river models is crucial, as it replicates surface flow features like wave patterns and velocities.
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