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轴承的剩余使用寿命预测基于卷积注意网络和增强型变压器

Ning Sun1, Jiahui Tang2, Xiaoling Ye2

  • 1School of Automation, Wuxi University, Wuxi, 214105, China.

Heliyon
|October 17, 2024
PubMed
概括

本研究引入了MDSCT模型,用于使用原始振动数据准确预测滚动轴承的剩余使用寿命 (RUL). 该模型在预测轴承健康方面表现出卓越的性能和稳定性.

关键词:
适应性激活功能适应性激活功能多尺度深度愿望可分离的卷积.规则规则预测的预测变压器变压器变压器

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