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Updated: Jun 10, 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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KAN-HyperMP:在杂环境中用于滚动轴承的增强故障诊断模型

Jun Wang1, Zhilin Dong2, Shuang Zhang3

  • 1Department of Ocean Engineering, Yantai Institute of Science and Technology, Yantai 265600, China.

Sensors (Basel, Switzerland)
|October 16, 2024
PubMed
概括

一个新的基于Kolmogorov-Arnold网络的超图信息传递 (KAN-HyperMP) 模型有效地诊断滚动轴承的故障. 这种方法在噪音条件下表现出色,在基准数据集上实现了高精度.

关键词:
这就是KAN-HyperMP.科尔摩戈罗夫阿诺德网络错误诊断 错误诊断 错误诊断 是一个问题.过度图形 (hypergraph) 是一个超图形.

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