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基于1DCNN-BiLSTM与CBAM的飞机发动机故障诊断模型

Jiaju Wu1,2, Linggang Kong1, Shijia Kang1

  • 1Institute of Computer Application China Academy of Engineering Physics, Mianyang 621999, China.

Sensors (Basel, Switzerland)
|February 10, 2024
PubMed
概括

本研究介绍了一种先进的飞机发动机故障诊断模型,使用1DCNN-BiLSTM与CBAM. 该模型直接从原始数据中准确识别故障模式,提高运行可靠性和剩余使用寿命 (RUL) 预测.

关键词:
1DCNNN 1DCNN 在线播放这就是BiLSTM.飞机发动机是飞机的发动机.注意力机制注意力机制错误诊断 错误诊断 错误诊断 是一个问题.

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