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Updated: Jul 23, 2025

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风力轮机状况监测使用SSA优化自主注意BiLSTM网络和变化点检测算法

Junshuai Yan1, Yongqian Liu1, Li Li1

  • 1School of New Energy, North China Electric Power University, Beijing 102206, China.

Sensors (Basel, Switzerland)
|July 14, 2023
PubMed
概括

风力轮机的新状态监测方法 (SSD) 使用子搜索 (SSA) 和自我注意BiLSTM (SABiLSTM) 早期检测故障. 这种方法显著提高了预测准确性,并使提前检测故障,降低运营和维护成本.

关键词:
这就是BiLSTM.变化点检测检测 变化点检测状态监控 状态监控 状态监控自己注意力自我注意力子搜索算法 子搜索算法风力轮机的风力发电机组

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