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Updated: Sep 13, 2025

A Modeling and Simulation Method for Preliminary Design of an Electro-Variable Displacement Pump
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A Modeling and Simulation Method for Preliminary Design of an Electro-Variable Displacement Pump

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滚动轴承的剩余使用寿命预测基于使用振动信号的TCN变压器网络

Xiaochao Jin1, Yaping Ji2, Shiteng Li2

  • 1Xi'an Key Laboratory of Extreme Environment and Protection Technology, School of Aerospace Engineering, Xi'an Jiaotong University, Xi'an 710049, China.

Sensors (Basel, Switzerland)
|July 28, 2025
PubMed
概括

这项研究引入了一种新的健康指数和TCN-变压器模型,用于准确预测滚动轴承的剩余使用寿命 (RUL). 该方法增强了振动信号分析,以改善工业预报中的RUL预测.

关键词:
深度学习是一种深度学习.健康指数健康指数指数性能下降 性能下降 性能下降剩余的使用寿命预测滚动轴承 的 滚动轴承 .

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